Abstract
Nanocellulose derived from plant cell wall, due to its unlimited sources, is regarded as a next-generation green material for the automotive industry because of its high tensile strength (≥3 GPa), high elasticity modulus (110–220 GPa), and low density (1.6 g/cm3). This study first introduces the structural characteristics, preparation techniques, and mechanical properties of nanocellulose. Then, three types of nanocellulose composites, including nanocellulose directly reinforced polymers, hybrid fiber-cellulose composites, and all cellulose composites (ACCs), are reviewed. The corresponding preparation techniques, material properties, reinforcement mechanisms of nanocellulose, and application limitations are discussed in detail. To overcome the insufficient mechanical properties of nanocellulose directly reinforced polymers and ACCs toward the manufacture of automobile structural components, self-assembly techniques prove to be effective to prepare macroscopic fibers by first aligning nanocellulose and then assembling them into continuous micro-size fibers. We reviewed different self-assembly techniques and multiscale modeling techniques of cellulose nanofibers (CNFs) assembled microfibers. Furthermore, we proposed a finite element or finite volume technique-based micromechanics framework to predict the homogenized responses of CNFs assembled microfibers, which serve as a fundamental layer to construct a multiscale modeling strategy toward CNFs assembled microfiber-based composite structures. The proposed multiscale modeling strategy is expected to greatly facilitate the development of CNFs assembled microfiber-based composite structures and significantly advance the application of nanocellulose in automotive structural applications.
1 Introduction
In line with the global trend of achieving carbon neutrality, the automotive industry is striving to reduce carbon emission throughout the entire life cycle of an automobile, from raw materials and manufacturing process to disposal [1]. In particular, high-performance natural materials play a significant role in the car industry, because they make automotive more eco-friendly, lightweight, energy efficient, and low in carbon emission. In recent years, cellulose nanofibers (CNFs), extracted from plant cell wall [2,3], have emerged as very promising green materials due to their high tensile strength (≥3 GPa), high elasticity modulus (110–220 GPa), low density (1.6 g/cm3) [4], high surface area, abundant hydroxyl groups, low toxicity, and biodegradability [5,6,7]. These characteristics facilitate the development of a new generation of high-performance, environmentally friendly lightweight materials for automotive applications.
There are various sources to manufacture nanocellulose materials, including wood, plants, algae, and even bacteria [8]. High-performance green composites may be created by designing multiscale structures from the nanoscale to the macroscale, thanks to the self-polymerization propensity of CNFs [4]. At nanoscale, CNFs exhibit low density, high specific surface area, high aspect ratio, low coefficient of expansion, excellent mechanical strength, and biocompatibility. Particularly, nanocellulose possesses high specific strength [9], making it very attractive for automotive lightweighting. CNFs with some non-crystalline regions removed by chemical means generally exhibit high crystallinity. However, the source, separation, and pretreatment of nanocellulose directly affect the morphology, size, mechanical properties, and the surface molecular groups of the CNFs [10,11]. These factors have a big effect on the mechanical properties, thermal properties, interfacial properties, and dispersion of CNFs in application situations [12,13,14], and the current mass production of nanocellulose with stable mechanical properties is limited.
Due to the appealing mechanical characteristics of CNFs, they have been directly mixed with various polymers that have been widely utilized for automotive non-structural components to reduce the consumption and enhance the mechanical performance of polymers [15,16]. For example, Yano and his team have investigated the preparation methods, and mechanical and thermal properties of nanocellulose directly reinforced polymers. Those composites have been utilized to replace automotive components such as door panels, hoods, and roof panels in a protype automotive [17]. However, due to the hydrophilicity and hydrogen bonding formed by surface functional groups, nanocellulose materials as reinforcements dispersed directly in polymers exhibit agglomeration and porosity in the microstructure and cannot be autonomously and uniformly dispersed in the polymer matrix [18]. Additionally, owing to the differences in preparation process and surface modification of the current nanocellulose, the interface types of the nanocellulose in the polymer matrix are distinct, and the interface performance is inadequate [19,20]. Therefore, a major barrier to enhance the performance of nanocellulose composites is the dispersion and interfacial compatibility of nanocellulose in polymer matrix. Besides, the nanocellulose directly reinforced polymers, hybrid fiber-cellulose composites, and fully degradable all cellulose composites (ACCs) may also find application in automotive non-structural components.
To fully exploit the potential of CNFs with extraordinary mechanical performance, various self-assembly techniques have been developed to produce micro-scale fibers [21], which possess the potential to make lightweight automotive structural components with the assistance of multiscale design strategy. In general, the direction of CNFs is first aligned along fiber direction and then CNFs are assembled to form micro-size and continuous fibers through hydrogen bonds with interfacial ionic bonds [22] and van der Waals forces along the surface of CNFs [23]. Due to the high surface area of CNFs, an extensive distribution of hydrogen bonds on the surface of CNFs, and fracture recombination characteristics of hydrogen bonds the mechanical properties of the assembled fibers are comparable to or even higher than the glass fibers (GFs) [24], which are widely utilized in manufacturing automotive structural components. To produce lightweight automotive structural components in terms of CNFs fiber, it is necessary to adopt a multiscale design and optimization strategy, which can maximize the mechanical performance of automotive structural components at both micro and macro levels.
The remainder of the review study is organized as follows: Section 2 reviews different types of nanocellulose, summarizing their corresponding molecular structures, properties, and preparation techniques. Section 3 reviews various types of nanocellulose composites, including nanocellulose directly reinforced polymers, hybrid fiber-cellulose composites, and ACCs. It also discusses different reinforcement mechanisms for each composite. Section 4 provides a comprehensive review of an important type of ACCs, namely, CNFs assembled microfiber. This section covers the corresponding assembly techniques, microstructure characteristics, and mechanical properties. Additionally, a full-scale multiscale modeling strategy is proposed toward high-performance lightweight automotive structural applications. Section 5 examines the current status of nanocellulose composites in automotive applications and Section 6 concludes the review work.
2 Nanocellulose
2.1 Nanocellulose structure
Cellulose is a highly abundant green substance on our Earth and possesses a hierarchical structure. Figure 1 illustrates the hierarchical structure of cellulose in plant-based biomass. In terms of various retraction strategies, a diverse range of nanocellulosic materials can be obtained with at least one dimension in the nanometer scale. The molecular structure depicts that nanocellulose is mostly made up of repeating D-glucopyranosyl units (also known as dehydrated glucose units, AGUs), arranged in a 4C1 chain arrangement with each monomeric unit helixed at an angle of 180° from its neighboring units [25]. This molecular chain structure enables the nanocellulose surface to contain a large number of hydroxyl functional groups, resulting in the crystalline regions having a much higher number and strength of intermolecular and intermolecular hydrogen bonds than the amorphous regions. Therefore, the crystalline form of nanocellulose cannot be disrupted easily, while the amorphous regions can be disrupted relatively easily.
In general, these nanocellulosic materials can be categorized into three main groups: Cellulose nanocrystals (CNCs), Cellulose nanofibers or nanofibrils (CNFs), and Bacterial nanocellulose (BC). Figure 1(a)–(c) demonstrates the SEM images of CNFs, CNCs, and BC. CNFs consist of highly entangled networks of nanofibrils made of alternating crystalline and amorphous domains. CNFs have the characteristics of high mechanical qualities, high surface area, high aspect ratio, and a profusion of surface functional groups. Contrarily, CNCs are mostly made up of rod-like crystalline regions because the majority of amorphous regions of cellulose have been removed using strong acids (Figure 1). As a result, CNCs have stronger mechanical properties than CNFs but is smaller, more spherical in shape, and has a lower aspect ratio [26]. Unlike CNFs and CNCs, BC is a cellulose nanomaterial processed by various species of the Acetobacteriaceae family.
BC can be distinguished from plant-derived CNFs and CNCs by its high purity and distinct crystal structure. These characteristics make it more suitable for applications in the biomedical field [27,28]. Meanwhile, BC is processed by bacteria instead of direct chemical or mechanical processes. The process to produce BC is less efficient and more expensive in comparison with the process to make CNCs and CNFs. Since the cost of nanocellulose-based automotive components and the efficiency to make them are essential for automotive companies, CNFs and CNCs are more preferred. BC-based composites for automotive applications are also extremely rare, and this study only covers contents related to CNFs and CNCs.
2.2 Preparation technology
In 1974, nanocellulose was first chemically extracted from cellulose by the acid hydrolysis process [33]. Since then, various methods have been developed by numerous researchers to obtain nanocellulosic materials, including CNCs and CNFs. Generally, these methods can be divided into three categories, including chemical treatment technique, physical treatment technique, and combined physical and chemical treatment technique. Table 1 summarizes the commonly used preparation techniques of nanocellulose.
Preparation techniques of nanocellulose
Technique | Extraction method | Type | Properties | Pros and cons | Ref. |
---|---|---|---|---|---|
Chemistry | HCl acid hydrolysis | CNFs | Length: 1,185(±492) nm |
Advantages
|
[34] |
Diameter: 56(±20) nm | |||||
Crystallinity: 87% | |||||
High dispersibility | |||||
H2SO4 acid hydrolysis and inorganic salts solution | CNCs | Particle size: 66–600 nm | [35] | ||
Crystallinity: 84.2% | |||||
High yield and high efficiency | |||||
TEMPO-mediated oxidation | CNFs | Length: 870 nm | [36] | ||
Diameter: 3–4 nm | |||||
Crystallinity: ∼73% | |||||
Carboxylate groups improve dispersion | |||||
NaOH alkali treatment | CNFs | Length: 658 ± 290 nm | [37] | ||
Diameter: 27 ± 13 nm | |||||
Acetic acid and NaClO2 treatment | Crystallinity: ∼85% | ||||
Acetylation modification improves dispersion | |||||
Combined NaOH and enzymatic treatment | CNFs | Length: 150–350 nm | [38] | ||
Diameter: 10 ± 30 nm | |||||
Crystallinity: ∼45% | |||||
Physics | High pressure homogenization and ultrasound | CNFs/CNCs | Particle size: 68 nm |
Advantages
|
[39] |
Length: 88–1,100 nm | |||||
Crystallinity: ∼60% | |||||
High yield and high efficiency | |||||
High pressure microfluidization | CNFs/CNCs | Diameter: 5–10 nm | [40] | ||
Crystallinity: 33∼57% | |||||
Ball milling and ultrasound | Length: 3 μm | [41] | |||
Diameter: ∼25 nm | |||||
Crystallinity: 50–70% | |||||
Combined physics and chemistry | TEMPO oxidation and homogenization | CNFs | Diameter: ∼41 nm |
Advantages
|
[42] |
High specific surface area and carboxyl distribution. | |||||
Acid and alkali pretreatment and ultrasound | CNFs | Diameter: 30–70 nm | [43] | ||
Crystallinity: 66–71% | |||||
Good mechanical properties and thermal stability | |||||
Acid pretreatment and microfluidization | CNFs/CNCs | Length: 600–1,000 nm | [44] | ||
Diameter: 10–40 nm | |||||
Crystallinity: 71–74% | |||||
High yield and aspect ratio |
With the assistance of chemical treatment technique, Kishimoto et al. [35] effectively prepared CNCs and enhanced its crystallinity by acid hydrolysis of micron-sized cellulose using various ionic solutions (FeSO4, Fe2(SO4)3, and FeCl3) as catalysts in conjunction with sulfuric acid solutions. Although high crystallinity nanocellulose materials can be prepared chemically, the inorganic strong acid hydrolysis method is highly corrosive to equipment and difficult to recycle, leaving a large amount of strong acid to be treated at the end of the preparation and causing severe environmental pollution. In enzymatic hydrolysis, enzymes are more expensive, the reaction time is lengthier and less efficient, and the comprehensive chemical reaction results in a significantly lower yield compared to the majority of chemical treatment methods.
The physical treatment technique relies on mechanical process. Initially, 2% wood pulp was treated with a high-pressure homogenizer to produce CNFs with diameters below 100 nm [46], and subsequently, microfluidic injection [31], grinding [47], ultrasonic [48], emulsification [49], steam blasting [50], and ball milling [51] were developed. Figure 2 depicts the most widely used methods for the preparation of nanocellulose based on physical treatment techniques, including homogenization (100-KF3-8BS Manton Gaulin homogenizer, USA and M-110Y Microfluidizer, USA), grinding (Masuko Sangyo Co. Ltd, Japan) and other non-conventional processes. The purely mechanical methods are currently regarded as having significant limitations, such as high energy consumption, severe damage to the cellulose structure, uneven particle size and crystallinity [52], and poor dispersion during application process [53].
![Figure 2
Mechanical processes for CNFs production. Reproduced with permission from ref. [45].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_002.jpg)
Mechanical processes for CNFs production. Reproduced with permission from ref. [45].
To address the drawbacks of the pure chemical and mechanical methods, combined chemical treatments and physical techniques are developed. For instance, the typical process to process wood residues involves two steps. First, wood residues are pre-treated with chemicals, such as acids and certain enzymes, to remove lignin and hemicellulose and then cellulose is isolated and oxidized by a TEMPO-mediated oxidation system under alkaline conditions. The second step is to conduct a mild homogenization process as a physical treatment to obtain nanocellulose. Vallejos et al. [42] successfully obtained nanocellulose from wood chips by using sodium hydroxide to remove lignin, fractionation, TEMPO oxidation, washing, neutralization, and defibrillation of the resulting cellulose suspension using a homogenization in a five-step sequence, resulting in the CNFs with high surface area. In addition to physical homogenization combined with chemical methods, ultrasonic methods coupled with chemical treatments are also recommended. Xiao et al. [43] created pine needle nanofibers by acidifying sodium chlorite treatment (75°C for 1 h), followed by alkali treatment (KOH), acid hydrolysis (HCl, 80°C for 2 h), and finally coupled with ultrasonic treatment (60 kHz for 30 min). The resulting CNFs had a width between 30 and 70 nm, a crystallinity of 66.19%, which shows great promise of usage in thermoplastic composites.
Therefore, chemical pretreatment can be initially used to dissociate the nanocellulose raw material and to remove some of the indeterminate regions. Then, physical treatment can be used to further stabilize the dimensional stability of the prepared nanocellulose and disperse it. Compared to the pure chemical and physical treatment methods, the combination of chemical and physical treatment methods not only significantly reduces energy consumption (pure physical treatment, 3,000–30,000 kW h/t [54]) and the usage of strong acids and alkalis (much lower concentrations than usual), contributing to the environmental sustainability, but also obtains high-quality CNFs with excellent mechanical performance (high crystallinity, dimensionally stable, and thermal stability). The combined chemical and physical treatment method has provided a realistic technique of nanocellulose mass-production for the automotive industry.
2.3 Mechanical properties
As a polymeric and dense nanomaterial, nanocellulose has impressive mechanical properties, which are further enhanced by the presence of intermolecular and intramolecular hydrogen bonds [55]. The key factors such as size, morphological structure, and cross-linking of nanocellulose vary due to inconsistent sources and different preparation processes, which also bring about significant differences in mechanical properties between the nanocellulose materials. The rod-like CNCs have the best mechanical properties and their overall theoretical modulus is about 100–200 GPa (approximately 63–125 GPa cm3/g), with tensile strengths around 4.9–7.5 GPa (approximately 3.0–4.7 GPa cm3/g) [4]. CNFs also possess exceptional mechanical properties such as outstanding tensile strength (0.3–22 GPa) and Young’s modulus (58–180 GPa). The extraordinary mechanical features of nanocellulose naturally offer a great promise for designing and manufacturing green and lightweight composite materials in the automotive industry.
Table 2 summarizes the mechanical properties of nanocellulose materials and the reinforcement fibers of commonly used automotive composites. While carbon fibers (CF) still have a significant advantage over weaker fibers like glass and aramid, nanocellulose even has a higher specific strength than CF.
Comparison of material properties of cellulose
Material | Density (g/cm3) | Strength (GPa) | Elastic modulus (GPa) | Strain to failure (%) | Ref. |
---|---|---|---|---|---|
CNCs | 1.6 | 7.5–7.7 | 124–155 | 1.6 | [56] |
CNFs | 1.5–1.6 | 6–7.5 | 106–121 | 1.2 | [57] |
Natural fiber | 0.9–1.3 | 0.3–0.9 | 18–32 | 1.5–10 | [58] |
GF | 2.6 | 2.0–4.8 | 69–86 | 4.5–5.5 | [11] |
Aramid fiber | 1.4 | 2.5–2.8 | 100–134 | 2.5–2.9 | [59,60] |
CF | 1.8 | 3.5–4.0 | 221–234 | 1.5–2.1 | [61,62] |
3 Nanocellulose composites
The prospect of creating green, lightweight, and high-performance nanocellulose composites toward automotive applications is made possible by the exceptional features of nanocellulose, including outstanding mechanical and thermal properties, biodegradability, low density [63], and rich surface functional groups [64,65]. Researchers have developed various types of composites with nanocellulose, including nanocellulose directly reinforced polymers, hybrid fiber-cellulose composites, and ACCs.
3.1 Nanocellulose directly reinforced polymers
Nanocellulose directly reinforced polymer is one of the most well-studied nanocellulose composites. In this type of composite, CNCs or CNFs are dispersed directly as fillers in various polymers such as polypropylene (PP), high-density polyethylene (HDPE), Acrylonitrile butadiene styrene (ABS), epoxy (EP), and even in polylactic acid (PLA) and thermo-plastic starch (TPS), which are very promising biodegradable polymers. CNCs and CNFs can not only reinforce polymers and directly improve their mechanical properties, but also reduce the consumption of fossil fuel-based polymers. This type of composite possesses a broad potential in making automotive interior and exterior non-structural components, such as door panels, trim components in dashboards, parcel shelves, etc. [66,67,68].
3.1.1 Surface modification of nanocellulose in nanocellulose directly reinforced polymers
In contrast with synthetic inorganic fibers such as GF or CF, nanocellulose possesses a large number of hydroxyl functional groups on its surface, allowing for the formation of a large number of hydrogen bonds. On the one hand, this feature provides great potential to form strong interfacial bonding between nanocellulose and its adjacent matrix. On the other hand, hydrophilic nanocellulose is extremely susceptible to agglomeration [69], which causes poor interfacial compatibility between nanocellulose and matrix, voids inside the composites, and in sequel, the poor mechanical properties of the composites. Therefore, it is critically important to modify the nanocellulose and/or the polymer matrix to improve their interfacial compatibility.
Saba et al. [70] used the hand-paste technique to fabricate CNFs/EP composites with different filler levels (0.5, 7.5, and 10%). They characterized the micro-morphology of the material by scanning electron microscopy (SEM) and transmission electron microscopy (TEM), combined with tensile, impact, and flexural mechanical properties tests, and then discovered that 7.5% of CNFs filler had the best mechanical and structural properties. However, agglomerations and voids continued to be visible in the SEM images. Figure 3 depicts significant voids and agglomerations in the CNFs/EP composites as well as the large fracture of the material during tensile testing, which may be the primary cause of the degradation of the composite properties at high content. This is further emphasized in Palange et al.’s study [71], who created CNFs/PPPE (PP-polyethylene copolymer) composites with various volume fractions, tested their mechanical properties like tensile strength and impact properties, and characterized the fiber distribution. They discovered that the effect of CNFs agglomeration at high content on the mechanical properties of the composites, particularly the impact properties, was very significant. According to the research conducted by Chu et al. [13], the dispersibility and interfacial compatibility of CNFs are greatly influenced by the surface hydrophilicity/hydrophobicity, charge repulsion, and spatial site resistance. In order to create high performance green lightweight structural materials, it is imperative to address the issue of poor interfacial compatibility and aggregation of nanocellulose caused by hydroxyl groups.
![Figure 3
SEM images of the CNFs/EP composites showing (a) agglomerations, (b) void, and (c) deep fracture in 1% CNFs filler loading. Reproduced with permission from ref. [70].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_003.jpg)
SEM images of the CNFs/EP composites showing (a) agglomerations, (b) void, and (c) deep fracture in 1% CNFs filler loading. Reproduced with permission from ref. [70].
To enhance the mechanical characteristics of the composites by adding nanocellulose, several research works have been conducted to obtain good dispersion and compatibility of nanocellulose/polymer composites using various methods. One method for enhancing the mechanical characteristics of composites and improving dispersion is to reduce the hydrophilicity of nanocellulose by surface modification. Satio et al. [36] carried out TEMPO-mediated systematic oxidation of natural CNFs to enhance the dispersion and transparency of CNFs in dispersions and water. This method is currently used to improve the dispersion of CNFs by oxidizing hydroxyl groups to carboxyl groups and reducing the formation of hydrogen bonds to improve negative charge rejection. In the research conducted by Noguchi et al. [72], TEMPO-CNFs/PE demonstrated good dispersion and enhancement of the processed CNFs.
In addition to carboxylation, there are some other effective hydrophobic modification methods, such as asesterification [73], silylation [74], and graft copolymerization [75] to introduce a variety of hydrophobic surface functional groups to enhance the electrostatic repulsion between nanocellulose, as shown in Figure 4. Yano et al. [76] accomplished diverse esterification modifications of the hydroxyl groups on the surface of CNFs filaments by adding six aliphatic ester groups with linear, cyclic, and branched chains. The modified CNFs were compounded with HDPE, a hydrophobic polymer commonly used in automobiles, by melt extrusion and injection molding, and X-ray CT analysis revealed that the esterified hydrophobic surface modification of CNFs was effective in enhancing the dispersion of CNFs in hydrophobic materials such as HDPE. In terms of tensile modulus (3.32 GPa), tensile strength (51.2 MPa), and linear swelling of CNFs composites, the incorporation of branched chains such as pentane-oil groups exhibited the highest enhancement efficacy. Figure 5 demonstrates that the incorporation of branched chains, such as pentane-oil groups, enhances both the dispersion of CNFs in HDPE materials and the interfacial compatibility of CNFs/HDPE, thereby enhancing their interfacial properties. Kahawita et al. [77] surface modified CNFs and CNCs with a methylsilane coupling agent (Si-69) and compounded it with PP material. They discovered that the methylsilylated CNFs had good dispersion in the PP material, and compared to the pure PP material, the mechanical properties were enhanced.
![Figure 4
Common surface modification reactions of nanocellulose (CNC as an example). Reproduced with permission from ref. [55].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_004.jpg)
Common surface modification reactions of nanocellulose (CNC as an example). Reproduced with permission from ref. [55].
![Figure 5
Enhancement of CNFs in injection-molded HDPE: (a) and (c) the X-ray CT and TEM images of neat HPDE, (b) and (d) the X-ray CT and TEM images of CNFs/HPDE. Reproduced with permission from ref. [76].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_005.jpg)
Enhancement of CNFs in injection-molded HDPE: (a) and (c) the X-ray CT and TEM images of neat HPDE, (b) and (d) the X-ray CT and TEM images of CNFs/HPDE. Reproduced with permission from ref. [76].
The addition of nanocellulose improves the mechanical properties of a variety of polymers, but the dispersion of nanocellulose as a reinforcement in the matrix greatly affects the stress transfer within the composite. Therefore, surface modification to improve hydrophobicity to reduce agglomeration is the key to resolving this issue and enhancing the use of nanocellulose materials in automotive applications.
3.1.2 Properties of nanocellulose directly reinforced polymers
Table 3 summarizes the mechanical and thermal properties, and preparation techniques of CNFs or CNCs reinforced polymers. As the most widely used polymer (approximately 45%) in automobiles, PP has been widely studied to examine the effect of nanocellulose on its mechanical and thermal properties. Suzuki et al. [91] utilized a twin-screw extruder to blend various ratios of CNFs materials with PP, commonly found in automotive applications. Cationic polymer having a primary amino group (CPPA) was used as a coupling agent to enhance the interfacial qualities. It was found that 30 wt% CNFs/PP composite had a tensile modulus of 4.6 GPa (70.3% improvement) and a tensile strength of 71.8 MPa (62.4% improvement). The HDT of the material system was also found to be higher, suggesting it could serve as an alternative to PP materials for automotive applications. Peng et al. [79] prepared CNFs/PP composites using a melt lamination process, and MAPP treatment was used to achieve well-dispersed CNFs and improve the interfacial adhesion between CNFs/PP. The highest mechanical properties of the final composites were 1.94 GPa (tensile modulus), 32.8 MPa (tensile strength), 1.63 GPa (flexural modulus), 50.1 MPa (bending strength), and 3.8 kJ/m2 (impact strength), which were approximately 36, 11, 21, 7, and 23% greater than pure PP. Cui et al. [80] recently prepared nanocellulose/PP composite utilizing melt blending and molding techniques, and then conducted three-point bending experiments on standard material specimens, demonstrating that nanocellulose also substantially contributed to the bending properties of the composite.
Preparation techniques and mechanical and thermal properties of CNFs or CNCs directly reinforced polymers
Material | V f (%) | Surface modification | Preparation technique | Mechanical and thermal properties (compared to pure polymer) | Ref. | |
---|---|---|---|---|---|---|
PP | CNFs | 40 | Hydrophobic graft copolymerization using CPPA and MAPP | Twin-screw extrusion and injection molding |
|
[78] |
|
||||||
CNFs | 30 | Maleic anhydride PP graft modification | Twin-screw extrusion and injection molding |
|
[79] | |
CNC/CNFs | 10 | Citric acid esterification | Compression molding |
|
[80] | |
CNFs | 5 | TEMPO-oxidized modification | Compression molding |
|
[81] | |
|
||||||
PE | CNFs | 40 | Hydrous Zr oxide modification | Hot compression forming process |
|
[82] |
|
||||||
CNFs | 50 | Use CPAM and MAPE as compatibilizers | Twin-screw extrusion (dry blending method) |
|
[83] | |
|
||||||
Polyamide 6 (PA6) | CNCs | 5 | None | Injection molding |
|
[84] |
CNFs | 10 | Acetylated (Ac) modification | Twin-screw extrusion and injection molding |
|
[85] | |
|
||||||
ABS | CNCs | 20 | None | Compression molding |
|
[86] |
|
||||||
EP | CNFs | 0.5 | TEMPO-oxidized hydrophobic modification | Low temperature curing |
|
[87] |
|
||||||
PLA | CNFs | 5 | None | Melt blending and twin-screw extrusion |
|
[88] |
|
||||||
CNFs | 20 | Esterification modification | Injection molding |
|
[89] | |
|
||||||
CNCs | 3 | TDI grafting modification | Injection molding |
|
[90] |
In addition to the positive reinforcement effect on PP, the mechanical properties of other polymers for automotive applications were also significantly enhanced. Mulinari et al. [82] investigated the effect of CNFs on the thermal and mechanical properties of HDPE at different volume fractions and discovered that CNFs at a 40 wt% content improved the material’s Young’s modulus by 122.4% compared to pure HDPE material. Peng et al. [84] also investigated various amounts of CNFs/CNCs-reinforced PA6 and the mechanical test results demonstrated that the addition of CNFs could enhance the composites’ tensile modulus and tensile strength. In addition, researchers have compounded nanocellulose with thermoplastic materials such as PE [92], ABS [86], and EP [70] to obtain improved mechanical and thermal properties, all of which are commonly used as thermoplastic materials in automobiles.
For more environmentally friendly material properties, nanocellulose is also incorporated into biodegradable thermoplastic polymers. Ghasemi et al. [88] prepared composites with varying volume fractions using CNFs as the reinforcement and using maleated PLA (PLA-g-MA) as the matrix through melt blending and twin-screw extrusion processes. Compared to unadulterated PLA, the PLA/CNFs5/PLA-g-MA5 nanocomposites demonstrated a 138% and 40% increase in tensile strength and Young’s modulus, respectively, as well as a 131% increase in maximal impact strength. Zhang et al. [89] prepared LCNFs (Lignin in esterified lignocellulose nanofibers)/PLA composites with up to 20% content by directly merging esterified CNFs with PLA. These composites possessed exceptional flexural resistance (204.5 MPa), which was 120.6% higher than pure PLA. Olonisakin et al. [90] modified CNFs hydrophobically (TDI grafting) to promote its dispersion in PLA, obtaining maximum tensile strength and elongation of the composite at 3% fiber content, an increase of 80.67 and 79.44%, respectively, compared to pure PLA.
As we can see, most of the nanocellulose directly reinforced polymers exhibit better mechanical and thermal properties than the corresponding polymers. Therefore, nanocellulose-reinforced polymers can not only reduce the usage of chemical-based plastics, but also reduce the weight of the corresponding automotive components.
3.2 Hybrid fiber-cellulose composites with nanocellulose-enhanced interface
CF and GF reinforced polymers exhibit high strength, high stiffness, excellent fatigue performance, and corrosion resistance, making them widely utilized in automotive structures. However, CF or GF are inorganic and lack chemical functional groups, often, resulting in weak interfacial properties leading to fiber/matrix debonding and delamination. As a high-performance nanoscale filler, nanocellulose can enhance the interfacial properties between the filaments and matrix, thereby improving the composite’s mechanical properties [93].
Azhary et al. [94] added 1% CNFs to a GF/EP composite and hand-glued and vacuum-bagged standard specimens. Mechanical and thermal property experiments revealed that the addition of CNFs increased the tensile strength and modulus by 9 and 10%, respectively, while the flexural strength and modulus are increased by 16 and 6%, respectively. Moreover, the interlaminar tensile strength of the composite increased by 11% due to the uniform distribution of CNFs at the GF/EP interfacial layer. FT-IR analysis also revealed that the CNFs formed a local strengthening of the matrix around the GF, improving stress transfer and enhancing fracture resistance to delamination. A consistent conclusion was reached in a study by Kumar et al. [95]. They used the preparation method shown in Figure 6(a)–(c) to enable the uniform distribution of CNCs around the GF and then utilized vacuum-assisted resin transfer molding to prepare composite laminates. The addition of CNCs increased the interlaminar shear strength (ILSS) by approximately 30%, the flexural strength by 43%, and the flexural modulus by 40%. The enhancement mechanisms of CNCs in the CNCs/GF/EP composite to resist fracture failure are illustrated in Figure 6(d–f). The strong nanoscale interactions and high modulus of the interfacial layer at the GF/EP interface caused by the CNCs significantly improves the energy absorption of interlaminar fracture (Figure 6(d–f)), as evidenced by the SEM images of the interlaminar fracture (Figure 6(g) and (h)).
![Figure 6
Reinforcement mechanism of hybrid fiber-cellulose composites: (a)–(c) the preparation process of CNCs/GF/EP composites; (d)–(f) CNCs enhancement mechanisms in fracture failure; (g) and (h) SEM images of the GF/EP composites and CNCs/GF/EP composites. Reproduced with permission from ref. [95].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_006.jpg)
Reinforcement mechanism of hybrid fiber-cellulose composites: (a)–(c) the preparation process of CNCs/GF/EP composites; (d)–(f) CNCs enhancement mechanisms in fracture failure; (g) and (h) SEM images of the GF/EP composites and CNCs/GF/EP composites. Reproduced with permission from ref. [95].
In addition to CF, nanocellulose has also been utilized in composites containing CF and natural fibers. Wang et al. [96] incorporated CNCs in CF/EP laminates and significantly enhanced the fracture energy, resulting in mode I and II interlayer fracture energies of 310.0 kJ/m2 and 2.843 kJ/m2, respectively, which are highly desirable for the design of high strength, high fracture toughness composites. Qiu et al. [97] even added two nanomaterials, graphene (GO), and CNFs to CF/EP composites to improve the mechanical interlocking and chemical bonding between the fibers and the matrix. These two nanofillers improved the surface roughness and wettability of the CF and increased the interfacial bonding strength.
3.3 ACCs
In contrast with nanocellulose-reinforced polymers and nanocellulose-enhanced fiber reinforced polymers (FRP), ACCs use a single nanocellulose as both reinforcement and matrix. This material type is anticipated to address the problem of fiber/matrix adhesion by employing chemically similar or identical cellulose in both the matrix and reinforcement [98] and enable a desirable green material with full biodegradability.
As depicted in Figure 7, the primary methods to prepare ACCs are the CIM, (dissolve nanocellulose completely) and the PDM (dissolve the surface of nanocellulose) [99]. Nishino et al. [100] created the first all-cellulose-composites with tensile strengths of 480 MPa at 25°C and dynamic energy storage moduli of up to 20 GPa at 300°C by partially dissolving different sizes of CNFs/CNCs in solvents (CIM). The mechanical and thermal properties of these materials are comparable or even superior to those of conventional composites reinforced with GF. Gindl et al. [101] also prepared ACCs films by PDM, and depending on the controlled CNFs/CNCs ratio, the final material exhibited excellent strength and resilience with a tensile strength of up to 240 MPa, an elastic modulus of 13.1 GPa, and an elongation at break of 8.6%. Due to the lower solubility, dimensional instability, and residual stress, PDM seems to be more suitable for industrial production than CIM.

Schematic of processing approaches of ACCs: (a) the conventional impregnation method (CIM) and (b) the partial dissolution method (PDM).
In recent years, the self-assembly technique (assembled into one macroscopic material by self-bonding in the non-dissolved state) has emerged as an effective method to prepare high-performance macro or micro-scale material with nanocellulose. Nanopaper, a typical material prepared via the self-assembly technique, is produced using only nanocellulose through processes such as thermosetting or filtration. Henriksson et al. [102] fabricated nanopaper by filtration of uniformly distributed nanocellulose in suspension. The resulting nanopaper exhibited porous properties in microscopic images, but still exhibited excellent mechanical properties, with a Young’s modulus and tensile strength of 13.2 GPa and 214 MPa, respectively, and excellent fracture toughness, which may be caused by fiber breaks and hydrogen bonds slippage. Mittal et al. [22] also assembled nanocellulose by flow-assisted wet spinning based on the concept of multiscale design, and the assembled micro-size fibers exhibited dense, ordered, and interlinked properties, which led to a Young’s modulus and tensile strength of 86 and 1.57 GPa, achieving a microscopic-to-macroscopic transformation of nanocellulose with high performance. Meng and Wang [103] and Rosén et al. [104] used simulation to disclose the nanocellulose strengthening mechanism. The results demonstrated that the increase in intermolecular interactions such as van der Waals forces and hydrogen bonds between chemical functional groups on the surface of nanocellulose improved the mechanical properties of the material, and that properties such as fracture recombination of surface hydrogen bonds also made the assembled CNFs material more ductile, which is the foundation to realize the design and assembly of nanosphere cellulose materials into the next layer.
4 CNFs assembled microfiber and multiscale modeling strategies toward automotive structural application
Nanocellulose is a high-strength and effective reinforcers in traditional polymer matrix composites, interfacial reinforcement, and ACCs. However, compared with current automotive composite reinforcements (GF and CF), its enhancement effect and composite mechanical properties are not attractive. The mechanical properties reported in some studies on nanocellulose composites can only replace the weaker components of the car, such as the instrument panel, door interior components, air intake grille, and other interior components. With the development of nanocellulose assembly processes in recent years, CNFs assembled continuous microfibers, similar to the reinforced continuous fibers commonly used in automobiles, exhibit amazing mechanical properties, which provide the possibility to further improve the application of nanocellulose materials in the automotive sector. Therefore, this section reviews recent research on CNF-assembled continuous microfibers, aiming to provide analysis and design strategies for the manufacture of high-performance green lightweight automotive structural components in the future.
4.1 CNFs assembled continuous microfiber
The primary challenge in fabricating structural materials is to translate the exceptional mechanical properties (such as tensile strength and Young’s modulus, etc.) of nanoscale building blocks into macroscopic blocks. Aligning nanocellulose and assembling them to form continuous macroscopic fibers through bottom-up synthesis strategies is an effective method to fully exploit the properties of nanomaterials. Nanocellulose alignment is a highly effective material design strategy to reduce defects such as pores and improve interfacial bonding between nanocellulose. The size and the mechanical properties of assembled macroscopic fibers are comparable to conventional GF and CF, which are widely utilized in the automotive industry. Since CNFs have a 3D network morphology and are much longer than CNCs, these features facilitate a better interfacial bonding for assembled microfibers and the majority of current research is focused on macroscopic fibers made with CNFs. In our review, CNFs assembled microfiber is utilized to refer to this type of assembled fiber. Various techniques have been developed to prepare CNFs assembled microfiber and Figure 8 depicts the major assembly techniques for nanocellulose assembled microfibers, which include moist wet spinning, self-assembly, surface molecule or group induced assembly, flow-assisted assembly, interfacial complexation, and other techniques. The preparation of dense, highly oriented, and high connection strength assembled fibers is the key to successfully prepare high performance assembled fibers, as determined by microstructure and assembly mechanisms.
![Figure 8
Preparation process of nanocellulose assembled fibers: (a) Wet spinning, (b) self-assembly, (c) and (d) flow assistance, (e) flow assistance and interfacial complexation, (f) and (g) microscopic images of assembled fibers, (h) interaction between enhanced interfacing properties by introducing chitosan. Reproduced with permission from ref. [22,105–107].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_008.jpg)
Preparation process of nanocellulose assembled fibers: (a) Wet spinning, (b) self-assembly, (c) and (d) flow assistance, (e) flow assistance and interfacial complexation, (f) and (g) microscopic images of assembled fibers, (h) interaction between enhanced interfacing properties by introducing chitosan. Reproduced with permission from ref. [22,105–107].
Initially, Iwamoto et al. [108] spun a CNFs suspension into an acetone coagulation bath by a wet spinning process, and obtained nanocellulose assembled microfibers with an attractive Young’s modulus of 23.6 GPa, a tensile strength of 321 MPa, and an elongation at break of 2%. In comparison to other plant fibers, the outcomes are very appealing. According to the findings of the present study, wet spinning is one of the most appropriate procedures for the preparation of high-performance nanocellulose assembled fibers, and the resulting fibers are dense, highly oriented, and aligned. In addition to wet spinning, processes such as dry spinning [109] and electrostatic spinning [110] have been utilized in the fabrication of CNF assembled filaments, but these methods continue to be plagued by nanoscale defects and porosity issues. However, this does not fully exploit the full potential of nanocellulose, and it is known that in many high-performance nanocellulose assembled fibers, controlling the degree of orientation is important for the mechanical properties of microfibrils and functionalized materials [111]. For example, nanocellulose exhibits high tensile strength and fracture toughness following highly uniform orientation. Current methods for obtaining highly oriented assembled microfibers rely on external forces, such as shear forces and focused flow channels, to enhance the orientation of microfibers [112]. Table 4 lists the main assembly methods of high-performance nanocellulose microfibers, external forces during preparation, interactions in microfibers, and fiber diameters and properties.
Summary of the assembly methods, interactions in microfibers, and their properties
Assembly methods | Force during preparation | Interactions in microfibers | Diameter | Properties | Ref. |
---|---|---|---|---|---|
Wet spinning | Stretch and shear forces from filament extrusion and pulling |
|
100–500 μm |
|
[113–115] |
|
|||||
|
|
||||
Dry spinning | Shear and stretch forces during preparation |
|
100–500 μm |
|
[116] |
|
|||||
|
|
||||
Electric field assistance | Electrostatic fields and shear forces |
|
100 nm to 10 μm |
|
[117,118] |
|
|||||
|
|
||||
Microfluidic spinning | Flow stretch and shear forces |
|
50–1,000 μm |
|
[22,119] |
|
|||||
|
|||||
Self-assembly (interfacial complexation) | Intermolecular forces |
|
<30 μm |
|
[120] |
|
|||||
|
|||||
Interfacial complexation and flow-assisted | Flow stretch and shear forces intermolecular forces |
|
50 nm to 10 μm |
|
[105,121] |
|
|
In a recent study, Mao et al. [114] used a simple wet spinning process with a syringe combined with a stretch drying process to prepare assembled filaments with different concentrations of CNFs spinning suspensions. The final dried CNFs filaments had excellent mechanical properties, including a Young’s modulus of 35 GPa and a tensile strength of 567 MPa. Kim et al. [115] also investigated the stretch drying process following wet spinning and discovered that the alignment of the stretched CNFs assembled fibers was more consistent, which increased the number of hydrogen bonds between the CNFs and consequently enhanced the mechanical properties of the CNFs assembled fibers. Flow-assisted techniques have also been applied to the preparation of CNFs assembled microfiber in an effort to enhance their mechanical properties. Wang et al. [31] designed a self-twisting microfluidic chip to achieve shear forces applied to CNCs assembled fibers during the preparation process, yielding assembled fibers with an orientation of 0.77, a torsion angle of 5.5° on the fiber surface, a tensile strength of 400 MPa, and a Young’s modulus of 37.3 GPa. Mittal et al. [22] used a dual-flow focusing method to put together CNFs. The fibers were arranged in a near-perfect unidirectional dense arrangement, which was also linked to the effect of fiber size. This gave the macroscopically assembled fibers a Young’s modulus of 86 GPa and a tensile strength of 1.57 GPa, which is higher than the known mechanical properties of natural or synthetic biopolymer [122]. During the preparation process, they first introduced deionized water and then low pH acid to reduce the electrostatic repulsion between the fibers caused by the carboxyl group. This has a very positive effect on the dense and isotropic fibers, as there is no significant build-up of defects or pores in the fiber cross-section, and the highly oriented and dense fiber structure results in very high mechanical properties. Electrostatic forces are also used as an important aid in the preparation of dense, highly oriented fibers. Panicker et al. [117] even used AC electric field assisted wet spinning to create nanocellulose assembled fibers, and they discovered that under AC assistance, the fibers’ Young’s modulus, tensile strength, yield strength, strain at break, and toughness all increased because the nanocellulose’s orientation increased with voltage and the fibers were densely stacked.
Another assembly method is to encourage self-assembly and cross-linking of nano fibers. By altering the nanocellulose before spinning it or by adding suitable reinforcement materials, nanocellulose interactions can be enhanced. In reference to the structure of natural spider silk, Zhao et al. [120] assembled protein-nanocellulose fibers with increased mechanical strength and resilience. In the protein-nanocellulose system, it was discovered that the covalent bond bridging fibers, such as the dynamic imine bonds and acetal bonds, required more energy than hydrogen bond bridged fibers to break, achieving higher tensile strength, stretchability, and toughness. This was done by adjusting the interactions between the nanocelluloses. By spinning CNFs/CNCs with different anions and cations, Zhang and Liimatainen [123] successfully created nanocellulose assembled fibers, but the fibers’ poor Young’s modulus and tensile strength were largely attributable to the interfacial complexation’s use of opposite charges, which had a greater influence on the microstructure. Compared to densely aligned fibers prepared by other methods, this fiber has a lower number of hydrogen bonds and weaker mechanical properties.
Currently, the best way to manufacture CNFs assembled fibers is probably to employ interfacial complexation to enhance the interfacial characteristics and flow-assisted control to orient CNFs. In the study by Cai et al. [105], they used a convergent microfluidic spinning technique to apply external forces to the CNFs to improve the orientation of the fibers, as well as to improve the interfacial interaction between the CNFs through chitosan molecules. Finally, through Ca+ synergistic cross-linking of the filaments, the tensile strength was further improved, and the tensile strength was increased to 1,627 MPa, which is already higher than the current mechanical properties of GFs for automotive applications. They also revealed that the mechanism of the high toughness of CNF-assembled fibers is due to the breaking and recombination of hydrogen and interfacial ionic bonds during CNFs slippage through molecular dynamics analysis.
In addition to the above preparation processes, the mechanical properties of assembled microfiber can be improved by adding superior nanomaterials such as graphene [124] or carbon nanotubes [125]. However, in the automotive industry, the automotive parts are cost sensitive. The addition of superior nanomaterials will significantly increase the cost of the corresponding automotive components and hinder their mass production. Therefore, the use of flow-assisted preparation processes and improved interactions between nanocellulose hold promise for the production of green, low-cost, high-performance assembled microfiber in the automotive industry.
4.2 Multiscale modeling of CNFs assembled continuous microfiber
In contrast with conventional CF and GF, CNFs assembled microfiber possesses a distinctive hierarchical microstructure, adding a new layer to the multiscale modeling of CNFs assembled microfiber-based composite structures. Current research is mainly focused on the micromechanics study of CNFs assembled microfiber. These investigations are largely split into two categories: molecular dynamics and theoretical methods. In the study of CNFs assembled fiber by Cai et al. [105], a molecular dynamics model was used to simulate the tensile fracture mechanism of CNFs assembled microfiber. It was discovered that the toughness of the assembled microfiber was primarily due to the energy dissipated by the fracture and reorganization of the ionic and hydrogen bonds at the interface between CNFs. Wan et al. [126] also carried out molecular dynamics simulations on CNFs/single-walled carbon nanotubes (SWNT) wet-spun filaments and discovered that the high mechanical characteristics were due to the high number of hydrogen bonds inside the macroscopic structure of the one-dimensional constructed fiber. However, the molecular dynamics method can only predict the molecular behavior of ionic and hydrogen bonds and it is very time consuming to generate the homogenized responses of CNFs assembled microfiber, which contains numerous CNFs. In contrast to the molecular approach, Meng and Shi [127] developed a multiscale tension-shear model for nanopaper and CNFs assembled microfiber. The theoretical multiscale model not only can consider the nanoscale parameters such as self-healing of hydrogen bonds, but also can predict the macroscopic anisotropic nonlinear behavior of bulk materials. However, the microstructure of CNFs in the theoretical method is simplified to be parallel with each other and the typical curviness of CNFs and entanglement between CNFs, as well as van der Waals force interaction are ignored in their model.
From our perspective, the finite element [128] or finite volume-based micromechanics approach [129–132] could be effective to consider the real CNFs spatial distributions and their interaction inside CNFs. In contrast with the molecular dynamics method, the finite element or finite volume-based approach will be much more efficient since it deals with a limited number of CNFs in a representative volume element (RVE) at the nanoscale instead of coping with numerous molecules directly. To create a high-fidelity RVE of CNFs assembled microfiber, there are two key aspects that need to be considered. First, the 3D spatial distribution of CNFs needs to be characterized and the distribution can be obtained by integrating the SEM images of CNFs assembled microfiber sections processed at different depths via focused ion beam [133]. Second, the current multiscale cohesive law describing the interactions between CNFs, developed by Meng et al. [134], needs to be expanded to consider van der Waals force interaction and the variable distance between adjacent CNFs, as shown in Figure 9.
![Figure 9
Multiscale modeling of cellulose nanopaper: (a) and (b) schematic of the interfacial stretch and shear interaction due to hydrogen bonds, and the cohesive law of the interface; (c) schematic of the crack-bridging model for cellulose nanopaper. Reproduced with permission from ref. [134].](/document/doi/10.1515/ntrev-2024-0006/asset/graphic/j_ntrev-2024-0006_fig_009.jpg)
Multiscale modeling of cellulose nanopaper: (a) and (b) schematic of the interfacial stretch and shear interaction due to hydrogen bonds, and the cohesive law of the interface; (c) schematic of the crack-bridging model for cellulose nanopaper. Reproduced with permission from ref. [134].
4.3 Multiscale modeling and design of CNFs assembled continuous microfiber-based composite structures
Molecular dynamics and finite element method-based homogenization theory have been substantially utilized for the multiscale modeling [135–138] of nanocellulose directly reinforced polymers. Uetsuji et al. [135] conducted a multiscale analysis in terms of a finite element-based asymptotic homogenization theory toward polymers reinforced by randomly distributed nanocellulose. The effects of fiber aspect ratio, aggregation, and fiber volume fraction on the homogenized properties were quantitated. In their recent research [136], a two-step multiscale homogenization scheme is proposed to homogenize PP/Talc/CNFs three-phase composites. The method facilitates the design of new PP composites by finding a combination of the fillers and CNFs contents to tailor the mechanical properties of the composites. Mishnaevsky et al. [137] also developed a code to generate a 3D RVE model of nanocellulose composites reinforced with “snake”-shaped nanocellulose fibrils and conducted a study toward the structure-mechanical properties relationships of composites. Ren et al. [138] conducted a molecular dynamics study on cellulose composites and discussed the bonding mechanism between cellulose and PLA at the molecular level. However, those multiscale methods are focused on the homogenization of nanocellulose randomly reinforced polymers and there is a lack of a modeling strategy toward the nanocellulose assembled microfiber and the relevant structures.
Carbon/glass FRPs have been extensively used in transportation instruments, such as airplanes, and automobiles. The bottom-up multiscale modeling strategy [139–141] has proven to be a highly effective tool to analyze composite materials and structures and facilitate their design. Homogenization techniques are utilized to establish the link between different length scales. The homogenized stress-strain responses are generated and are fed into a constitutive model at the upper scale. To apply the bottom-up multiscale modeling technique to CNFs assembled microfiber composite structures, the conventional bottom-up multiscale modeling strategy needs to be expanded to the nanoscale by incorporating the micromechanics model. As illustrated in Figure 10, from nanoscale to microscale, the anisotropic macroscopic responses of the CNFs assembled microfiber can be predicted via a finite element or finite volume-based micromechanics model and the corresponding RVE contains the real microstructures of CNFs assembled microfibers and the interfacial behaviors between CNFs. Next from microscale to ply level (mm), computational micromechanics are utilized to predict the ply properties from the properties of constituents and geometric information of the microstructure including fiber volume fraction and spatial distribution. With the homogenized ply properties and laminate lay-up information, as well as interplay properties, computational mesomechanics is then used to determine the homogenized relations of laminates. These results are finally utilized within the framework of computational mechanics to obtain the overall response of the composite structures. The detailed process to conduct multiscale modeling is presented in previous studies [139,140].

The bottom-up multiscale modeling strategy of nanocellulose assembled continuous microfiber-based automotive structures.
With the establishment of a multiscale modeling method for CNFs assembled microfiber composite structures, the structural performance can be optimized by adjusting the design parameters at different scales. For instance, at the nanoscale, the diameter and length of CNFs can affect the macroscopic properties of CNFs assembled microfiber. At the microscale, given the CNFs properties, the ply properties are affected by the volume fraction of CNFs, interfacial properties between the fiber and matrix and matrix properties. At the laminate level, the laminate properties are affected by the lamination sequence, and ply thickness. At the structural level, the automotive structures are strongly affected by the type and thickness of the cross-section of automotive components. The CNFs assembled microfiber-based automotive composite structures possess a very large design space from the nanometer scale to the meter scale. This allows for effective utilization of the exceptional properties of CNFs and opens the door to the development of green, high-performance, lightweight structural materials made of nanocellulose.
5 Discussion of nanocellulose composites in automotive applications
Green materials have become increasingly important for the automotive industry due to the demands for environmental protection and sustainable development from society [142]. Nanocellulose, recognized for its high strength, stiffness, and biodegradability, is considered a promising green material for automotive lightweight design with the potential to replace a wide range of automotive components from plastic to steel [143,144]. Nanocellulose directly reinforced polymers have been widely studied by various researchers and have been utilized to manufacture vehicle interior and exterior components. Yano and his team studied the preparation process, mechanical properties, and thermal properties of nanocellulose directly reinforced composites, including HDPE [76,133,145], PP [146], and PA6 [85]. These materials were successfully utilized to replace some automotive components (such as door panels, hoods, roof panels, etc.), resulting in the creation of a Nanocellulose vehicle [17] showcased at the 2019 Tokyo Motor Show. Rwawiire et al. [147] developed a biodegradable composite using natural cellulose fabric (bark cloth) to reinforce epoxy for car instrument or dashboard panels. Amini et al. [148] used CNCs-reinforced Acrodur® to prepare high flexural modulus composites, promoting the use of lighter green materials in automotive interiors. However, nanocellulose directly reinforced composites are mainly utilized to make vehicle interior (such as door trim panels, seat foam, storage bin and inner lid, and lower door panels) and exterior components (such as spare tire wheel covers, back rests, and spoilers), because the composites have limited stiffness and strength and are not strong enough to make automotive structural components.
The interface plays an important role in transferring loading between different phases inside composites [149]. Although CF or GF reinforced composites have been widely utilized to make various automotive structural or non-structural components, interfacial debonding is still a challenging issue due to the smoothness and lack of chemical functional groups of their fiber surface. Nanocellulose has been utilized by various researchers [94–97] to improve the interfacial behaviors of CF or GF reinforced composites by dispersing them into the polymer matrix.
CNFs assembled microfiber is a highly important all cellulose composite for the automobile industry. The CNFs assembled microfiber has comparable mechanical properties with GF and is much lighter. In contrast with the nanocellulose directly reinforced composites, CNFs assembled microfiber has much higher stiffness and strength [22,105]. Meanwhile, with the combination of the proposed full-scale multiscale modeling strategy, it is highly likely to design automotive components at nano, micro, meso, and macro scales, respectively, as shown in Figure 10. This will enable the manufacture of high-performance automotive structural components and stimulate a larger scale adoption of this type of green material, overcoming the current status of only manufacturing non-structural components with nanocellulose directly reinforced polymers.
6 Summary and outlook
Nanocellulose has emerged as a next-generation, high-performance, environmental-friendly material and possess a very promising application prospect in the automotive industry. The combined chemical and physical preparation techniques have proved to be realistic for producing high-quality nanocellulose with limited energy consumption and environmental concerns. A variety of nanocellulose composites, including nanocellulose directly reinforcement composites, hybrid fiber-cellulose composites, ACCs, and CNFs assembled microfiber reinforced composites, have been developed toward different types of automotive components. Nanocellulose directly reinforced polymer is one of the most well-studied nanocellulose composites, primarily utilized for manufacturing automotive interior and exterior components and reducing the application of traditional fossil-fuel based polymers. The current challenge in producing high-quality nanocellulose is to conduct an effective surface modification toward nanocellulose and therefore, to improve its dispersion inside polymer and the compatibility between nanocellulose and polymer. Because the surface of nanocellulose contains rich chemical function groups, nanocellulose is utilized to improve the interfacial properties between fiber and matrix in the FRPs with nanocellulose-enhanced interface.
In contrast to nanocellulose directly reinforced polymers and ACCs which are utilized for automotive non-structural components, CNFs assembled microfiber reinforced polymer has the potential to manufacture automotive structural components. This opens a new horizon for enhancing the application of green materials utilized in automotive applications. The key to prepare a high-quality CNFs assembled microfiber is to align CNFs and form strong bonding between CNFs. Currently, the best strategy is to employ flow-assisted control of fiber orientation and interfacial complexation to enhance interfacial bonding. Furthermore, it is necessary and feasible to develop a sophisticated finite element or finite volume technique-based micromechanics model for CNFs assembled microfiber. The micromechanics model at the nanoscale enables the bottom-up multiscale modeling strategy from the nanoscale to automotive structure. The multiscale modeling strategy will also facilitate the optimization of CNFs assembled microfiber composite structure from the nano level to the meter level and will greatly advance the basic understanding of CNFs assembled microfiber-based composites and its engineering applications.
Acknowledgments
Figures 1 in this paper are reprinted from Refs. [29–32], with permission from Elsevier. Figures 2 in this paper are reprinted from Ref. [45], with permission from Elsevier. Figures 3 in this paper are reprinted from Ref. [70], with permission from Elsevier. Figures 4 in this paper are reprinted from Ref. [55], with permission from Elsevier. Figures 5 in this paper are reprinted from Ref. [76], with permission from Elsevier. Figures 6 in this paper are reprinted from Ref. [95], with permission from Elsevier. Figures 8 in this paper are reprinted from Refs. [22,105–107], with permission from American Chemical Society (2020, 2022), Wiley, and Elsevier. Figures 9 in this paper are reprinted from Ref. [134], with permission from Elsevier.
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Funding information: W. Tu acknowledges the support of Jiangsu University Faculty Startup Fund (5501120014) and Jiangsu Shuangchuang Doctor Program (1711120022). Y. Zhang acknowledges the support from the National Natural Science Foundation of China (No. 12372163). Q. Wang acknowledges the support from the National Natural Science Foundation of China (No. 22278195).
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Conflict of interest: The authors state no conflict of interest.
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Articles in the same Issue
- Research Articles
- Tension buckling and postbuckling of nanocomposite laminated plates with in-plane negative Poisson’s ratio
- Polyvinylpyrrolidone-stabilised gold nanoparticle coatings inhibit blood protein adsorption
- Energy and mass transmission through hybrid nanofluid flow passing over a spinning sphere with magnetic effect and heat source/sink
- Surface treatment with nano-silica and magnesium potassium phosphate cement co-action for enhancing recycled aggregate concrete
- Numerical investigation of thermal radiation with entropy generation effects in hybrid nanofluid flow over a shrinking/stretching sheet
- Enhancing the performance of thermal energy storage by adding nano-particles with paraffin phase change materials
- Using nano-CaCO3 and ceramic tile waste to design low-carbon ultra high performance concrete
- Numerical analysis of thermophoretic particle deposition in a magneto-Marangoni convective dusty tangent hyperbolic nanofluid flow – Thermal and magnetic features
- Dual numerical solutions of Casson SA–hybrid nanofluid toward a stagnation point flow over stretching/shrinking cylinder
- Single flake homo p–n diode of MoTe2 enabled by oxygen plasma doping
- Electrostatic self-assembly effect of Fe3O4 nanoparticles on performance of carbon nanotubes in cement-based materials
- Multi-scale alignment to buried atom-scale devices using Kelvin probe force microscopy
- Antibacterial, mechanical, and dielectric properties of hydroxyapatite cordierite/zirconia porous nanocomposites for use in bone tissue engineering applications
- Time-dependent Darcy–Forchheimer flow of Casson hybrid nanofluid comprising the CNTs through a Riga plate with nonlinear thermal radiation and viscous dissipation
- Durability prediction of geopolymer mortar reinforced with nanoparticles and PVA fiber using particle swarm optimized BP neural network
- Utilization of zein nano-based system for promoting antibiofilm and anti-virulence activities of curcumin against Pseudomonas aeruginosa
- Antibacterial effect of novel dental resin composites containing rod-like zinc oxide
- An extended model to assess Jeffery–Hamel blood flow through arteries with iron-oxide (Fe2O3) nanoparticles and melting effects: Entropy optimization analysis
- Comparative study of copper nanoparticles over radially stretching sheet with water and silicone oil
- Cementitious composites modified by nanocarbon fillers with cooperation effect possessing excellent self-sensing properties
- Confinement size effect on dielectric properties, antimicrobial activity, and recycling of TiO2 quantum dots via photodegradation processes of Congo red dye and real industrial textile wastewater
- Biogenic silver nanoparticles of Moringa oleifera leaf extract: Characterization and photocatalytic application
- Novel integrated structure and function of Mg–Gd neutron shielding materials
- Impact of multiple slips on thermally radiative peristaltic transport of Sisko nanofluid with double diffusion convection, viscous dissipation, and induced magnetic field
- Magnetized water-based hybrid nanofluid flow over an exponentially stretching sheet with thermal convective and mass flux conditions: HAM solution
- A numerical investigation of the two-dimensional magnetohydrodynamic water-based hybrid nanofluid flow composed of Fe3O4 and Au nanoparticles over a heated surface
- Development and modeling of an ultra-robust TPU-MWCNT foam with high flexibility and compressibility
- Effects of nanofillers on the physical, mechanical, and tribological behavior of carbon/kenaf fiber–reinforced phenolic composites
- Polymer nanocomposite for protecting photovoltaic cells from solar ultraviolet in space
- Study on the mechanical properties and microstructure of recycled concrete reinforced with basalt fibers and nano-silica in early low-temperature environments
- Synergistic effect of carbon nanotubes and polyvinyl alcohol on the mechanical performance and microstructure of cement mortar
- CFD analysis of paraffin-based hybrid (Co–Au) and trihybrid (Co–Au–ZrO2) nanofluid flow through a porous medium
- Forced convective tangent hyperbolic nanofluid flow subject to heat source/sink and Lorentz force over a permeable wedge: Numerical exploration
- Physiochemical and electrical activities of nano copper oxides synthesised via hydrothermal method utilising natural reduction agents for solar cell application
- A homotopic analysis of the blood-based bioconvection Carreau–Yasuda hybrid nanofluid flow over a stretching sheet with convective conditions
- In situ synthesis of reduced graphene oxide/SnIn4S8 nanocomposites with enhanced photocatalytic performance for pollutant degradation
- A coarse-grained Poisson–Nernst–Planck model for polyelectrolyte-modified nanofluidic diodes
- A numerical investigation of the magnetized water-based hybrid nanofluid flow over an extending sheet with a convective condition: Active and passive controls of nanoparticles
- The LyP-1 cyclic peptide modified mesoporous polydopamine nanospheres for targeted delivery of triptolide regulate the macrophage repolarization in atherosclerosis
- Synergistic effect of hydroxyapatite-magnetite nanocomposites in magnetic hyperthermia for bone cancer treatment
- The significance of quadratic thermal radiative scrutinization of a nanofluid flow across a microchannel with thermophoretic particle deposition effects
- Ferromagnetic effect on Casson nanofluid flow and transport phenomena across a bi-directional Riga sensor device: Darcy–Forchheimer model
- Performance of carbon nanomaterials incorporated with concrete exposed to high temperature
- Multicriteria-based optimization of roller compacted concrete pavement containing crumb rubber and nano-silica
- Revisiting hydrotalcite synthesis: Efficient combined mechanochemical/coprecipitation synthesis to design advanced tunable basic catalysts
- Exploration of irreversibility process and thermal energy of a tetra hybrid radiative binary nanofluid focusing on solar implementations
- Effect of graphene oxide on the properties of ternary limestone clay cement paste
- Improved mechanical properties of graphene-modified basalt fibre–epoxy composites
- Sodium titanate nanostructured modified by green synthesis of iron oxide for highly efficient photodegradation of dye contaminants
- Green synthesis of Vitis vinifera extract-appended magnesium oxide NPs for biomedical applications
- Differential study on the thermal–physical properties of metal and its oxide nanoparticle-formed nanofluids: Molecular dynamics simulation investigation of argon-based nanofluids
- Heat convection and irreversibility of magneto-micropolar hybrid nanofluids within a porous hexagonal-shaped enclosure having heated obstacle
- Numerical simulation and optimization of biological nanocomposite system for enhanced oil recovery
- Laser ablation and chemical vapor deposition to prepare a nanostructured PPy layer on the Ti surface
- Cilostazol niosomes-loaded transdermal gels: An in vitro and in vivo anti-aggregant and skin permeation activity investigations towards preparing an efficient nanoscale formulation
- Linear and nonlinear optical studies on successfully mixed vanadium oxide and zinc oxide nanoparticles synthesized by sol–gel technique
- Analytical investigation of convective phenomena with nonlinearity characteristics in nanostratified liquid film above an inclined extended sheet
- Optimization method for low-velocity impact identification in nanocomposite using genetic algorithm
- Analyzing the 3D-MHD flow of a sodium alginate-based nanofluid flow containing alumina nanoparticles over a bi-directional extending sheet using variable porous medium and slip conditions
- A comprehensive study of laser irradiated hydrothermally synthesized 2D layered heterostructure V2O5(1−x)MoS2(x) (X = 1–5%) nanocomposites for photocatalytic application
- Computational analysis of water-based silver, copper, and alumina hybrid nanoparticles over a stretchable sheet embedded in a porous medium with thermophoretic particle deposition effects
- A deep dive into AI integration and advanced nanobiosensor technologies for enhanced bacterial infection monitoring
- Effects of normal strain on pyramidal I and II 〈c + a〉 screw dislocation mobility and structure in single-crystal magnesium
- Computational study of cross-flow in entropy-optimized nanofluids
- Significance of nanoparticle aggregation for thermal transport over magnetized sensor surface
- A green and facile synthesis route of nanosize cupric oxide at room temperature
- Effect of annealing time on bending performance and microstructure of C19400 alloy strip
- Chitosan-based Mupirocin and Alkanna tinctoria extract nanoparticles for the management of burn wound: In vitro and in vivo characterization
- Electrospinning of MNZ/PLGA/SF nanofibers for periodontitis
- Photocatalytic degradation of methylene blue by Nd-doped titanium dioxide thin films
- Shell-core-structured electrospinning film with sequential anti-inflammatory and pro-neurogenic effects for peripheral nerve repairment
- Flow and heat transfer insights into a chemically reactive micropolar Williamson ternary hybrid nanofluid with cross-diffusion theory
- One-pot fabrication of open-spherical shapes based on the decoration of copper sulfide/poly-O-amino benzenethiol on copper oxide as a promising photocathode for hydrogen generation from the natural source of Red Sea water
- A penta-hybrid approach for modeling the nanofluid flow in a spatially dependent magnetic field
- Advancing sustainable agriculture: Metal-doped urea–hydroxyapatite hybrid nanofertilizer for agro-industry
- Utilizing Ziziphus spina-christi for eco-friendly synthesis of silver nanoparticles: Antimicrobial activity and promising application in wound healing
- Plant-mediated synthesis, characterization, and evaluation of a copper oxide/silicon dioxide nanocomposite by an antimicrobial study
- Effects of PVA fibers and nano-SiO2 on rheological properties of geopolymer mortar
- Investigating silver and alumina nanoparticles’ impact on fluid behavior over porous stretching surface
- Potential pharmaceutical applications and molecular docking study for green fabricated ZnO nanoparticles mediated Raphanus sativus: In vitro and in vivo study
- Effect of temperature and nanoparticle size on the interfacial layer thickness of TiO2–water nanofluids using molecular dynamics
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- Flexural and vibration behaviours of novel covered CFRP composite joints with an MWCNT-modified adhesive
- Experimental research on mechanically and thermally activation of nano-kaolin to improve the properties of ultra-high-performance fiber-reinforced concrete
- Analysis of variable fluid properties for three-dimensional flow of ternary hybrid nanofluid on a stretching sheet with MHD effects
- Biodegradability of corn starch films containing nanocellulose fiber and thymol
- Toxicity assessment of copper oxide nanoparticles: In vivo study
- Some measures to enhance the energy output performances of triboelectric nanogenerators
- Reinforcement of graphene nanoplatelets on water uptake and thermomechanical behaviour of epoxy adhesive subjected to water ageing conditions
- Optimization of preparation parameters and testing verification of carbon nanotube suspensions used in concrete
- Max-phase Ti3SiC2 and diverse nanoparticle reinforcements for enhancement of the mechanical, dynamic, and microstructural properties of AA5083 aluminum alloy via FSP
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- PEG-PLGA core–shell nanoparticles for the controlled delivery of picoplatin–hydroxypropyl β-cyclodextrin inclusion complex in triple-negative breast cancer: In vitro and in vivo study
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- Review Articles
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- Advances in the synthesis of gold nanoclusters (AuNCs) of proteins extracted from nature
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- Recent advancements in polyoxometalate-functionalized fiber materials: A review
- Special contribution of atomic force microscopy in cell death research
- A comprehensive review of oral chitosan drug delivery systems: Applications for oral insulin delivery
- Cellular senescence and nanoparticle-based therapies: Current developments and perspectives
- Cyclodextrins-block copolymer drug delivery systems: From design and development to preclinical studies
- Micelle-based nanoparticles with stimuli-responsive properties for drug delivery
- Critical assessment of the thermal stability and degradation of chemically functionalized nanocellulose-based polymer nanocomposites
- Research progress in preparation technology of micro and nano titanium alloy powder
- Nanoformulations for lysozyme-based additives in animal feed: An alternative to fight antibiotic resistance spread
- Incorporation of organic photochromic molecules in mesoporous silica materials: Synthesis and applications
- A review on modeling of graphene and associated nanostructures reinforced concrete
- A review on strengthening mechanisms of carbon quantum dots-reinforced Cu-matrix nanocomposites
- Review on nanocellulose composites and CNFs assembled microfiber toward automotive applications
- Nanomaterial coating for layered lithium rich transition metal oxide cathode for lithium-ion battery
- Application of AgNPs in biomedicine: An overview and current trends
- Nanobiotechnology and microbial influence on cold adaptation in plants
- Hepatotoxicity of nanomaterials: From mechanism to therapeutic strategy
- Applications of micro-nanobubble and its influence on concrete properties: An in-depth review
- A comprehensive systematic literature review of ML in nanotechnology for sustainable development
- Exploiting the nanotechnological approaches for traditional Chinese medicine in childhood rhinitis: A review of future perspectives
- Twisto-photonics in two-dimensional materials: A comprehensive review
- Current advances of anticancer drugs based on solubilization technology
- Recent process of using nanoparticles in the T cell-based immunometabolic therapy
- Future prospects of gold nanoclusters in hydrogen storage systems and sustainable environmental treatment applications
- Preparation, types, and applications of one- and two-dimensional nanochannels and their transport properties for water and ions
- Microstructural, mechanical, and corrosion characteristics of Mg–Gd–x systems: A review of recent advancements
- Functionalized nanostructures and targeted delivery systems with a focus on plant-derived natural agents for COVID-19 therapy: A review and outlook
- Mapping evolution and trends of cell membrane-coated nanoparticles: A bibliometric analysis and scoping review
- Nanoparticles and their application in the diagnosis of hepatocellular carcinoma
- In situ growth of carbon nanotubes on fly ash substrates
- Structural performance of boards through nanoparticle reinforcement: An advance review
- Reinforcing mechanisms review of the graphene oxide on cement composites
- Seed regeneration aided by nanomaterials in a climate change scenario: A comprehensive review
- Surface-engineered quantum dot nanocomposites for neurodegenerative disorder remediation and avenue for neuroimaging
- Graphitic carbon nitride hybrid thin films for energy conversion: A mini-review on defect activation with different materials
- Nanoparticles and the treatment of hepatocellular carcinoma
- Special Issue on Advanced Nanomaterials and Composites for Energy Conversion and Storage - Part II
- Highly safe lithium vanadium oxide anode for fast-charging dendrite-free lithium-ion batteries
- Recent progress in nanomaterials of battery energy storage: A patent landscape analysis, technology updates, and future prospects
- Special Issue on Advanced Nanomaterials for Carbon Capture, Environment and Utilization for Energy Sustainability - Part II
- Calcium-, magnesium-, and yttrium-doped lithium nickel phosphate nanomaterials as high-performance catalysts for electrochemical water oxidation reaction
- Low alkaline vegetation concrete with silica fume and nano-fly ash composites to improve the planting properties and soil ecology
- Mesoporous silica-grafted deep eutectic solvent-based mixed matrix membranes for wastewater treatment: Synthesis and emerging pollutant removal performance
- Electrochemically prepared ultrathin two-dimensional graphitic nanosheets as cathodes for advanced Zn-based energy storage devices
- Enhanced catalytic degradation of amoxicillin by phyto-mediated synthesised ZnO NPs and ZnO-rGO hybrid nanocomposite: Assessment of antioxidant activity, adsorption, and thermodynamic analysis
- Incorporating GO in PI matrix to advance nanocomposite coating: An enhancing strategy to prevent corrosion
- Synthesis, characterization, thermal stability, and application of microporous hyper cross-linked polyphosphazenes with naphthylamine group for CO2 uptake
- Engineering in ceramic albite morphology by the addition of additives: Carbon nanotubes and graphene oxide for energy applications
- Nanoscale synergy: Optimizing energy storage with SnO2 quantum dots on ZnO hexagonal prisms for advanced supercapacitors
- Aging assessment of silicone rubber materials under corona discharge accompanied by humidity and UV radiation
- Tuning structural and electrical properties of Co-precipitated and Cu-incorporated nickel ferrite for energy applications
- Sodium alginate-supported AgSr nanoparticles for catalytic degradation of malachite green and methyl orange in aqueous medium
- An environmentally greener and reusability approach for bioenergy production using Mallotus philippensis (Kamala) seed oil feedstock via phytonanotechnology
- Micro-/nano-alumina trihydrate and -magnesium hydroxide fillers in RTV-SR composites under electrical and environmental stresses
- Mechanism exploration of ion-implanted epoxy on surface trap distribution: An approach to augment the vacuum flashover voltages
- Nanoscale engineering of semiconductor photocatalysts boosting charge separation for solar-driven H2 production: Recent advances and future perspective
- Excellent catalytic performance over reduced graphene-boosted novel nanoparticles for oxidative desulfurization of fuel oil
- Special Issue on Advances in Nanotechnology for Agriculture
- Deciphering the synergistic potential of mycogenic zinc oxide nanoparticles and bio-slurry formulation on phenology and physiology of Vigna radiata
- Nanomaterials: Cross-disciplinary applications in ornamental plants
- Special Issue on Catechol Based Nano and Microstructures
- Polydopamine films: Versatile but interface-dependent coatings
- In vitro anticancer activity of melanin-like nanoparticles for multimodal therapy of glioblastoma
- Poly-3,4-dihydroxybenzylidenhydrazine, a different analogue of polydopamine
- Chirality and self-assembly of structures derived from optically active 1,2-diaminocyclohexane and catecholamines
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- Bioinspired neuromelanin-like Pt(iv) polymeric nanoparticles for cancer treatment
- Special Issue on Implementing Nanotechnology for Smart Healthcare System
- Intelligent explainable optical sensing on Internet of nanorobots for disease detection
- Special Issue on Green Mono, Bi and Tri Metallic Nanoparticles for Biological and Environmental Applications
- Tracking success of interaction of green-synthesized Carbopol nanoemulgel (neomycin-decorated Ag/ZnO nanocomposite) with wound-based MDR bacteria
- Green synthesis of copper oxide nanoparticles using genus Inula and evaluation of biological therapeutics and environmental applications
- Biogenic fabrication and multifunctional therapeutic applications of silver nanoparticles synthesized from rose petal extract
- Metal oxides on the frontlines: Antimicrobial activity in plant-derived biometallic nanoparticles
- Controlling pore size during the synthesis of hydroxyapatite nanoparticles using CTAB by the sol–gel hydrothermal method and their biological activities
- Special Issue on State-of-Art Advanced Nanotechnology for Healthcare
- Applications of nanomedicine-integrated phototherapeutic agents in cancer theranostics: A comprehensive review of the current state of research
- Smart bionanomaterials for treatment and diagnosis of inflammatory bowel disease
- Beyond conventional therapy: Synthesis of multifunctional nanoparticles for rheumatoid arthritis therapy
Articles in the same Issue
- Research Articles
- Tension buckling and postbuckling of nanocomposite laminated plates with in-plane negative Poisson’s ratio
- Polyvinylpyrrolidone-stabilised gold nanoparticle coatings inhibit blood protein adsorption
- Energy and mass transmission through hybrid nanofluid flow passing over a spinning sphere with magnetic effect and heat source/sink
- Surface treatment with nano-silica and magnesium potassium phosphate cement co-action for enhancing recycled aggregate concrete
- Numerical investigation of thermal radiation with entropy generation effects in hybrid nanofluid flow over a shrinking/stretching sheet
- Enhancing the performance of thermal energy storage by adding nano-particles with paraffin phase change materials
- Using nano-CaCO3 and ceramic tile waste to design low-carbon ultra high performance concrete
- Numerical analysis of thermophoretic particle deposition in a magneto-Marangoni convective dusty tangent hyperbolic nanofluid flow – Thermal and magnetic features
- Dual numerical solutions of Casson SA–hybrid nanofluid toward a stagnation point flow over stretching/shrinking cylinder
- Single flake homo p–n diode of MoTe2 enabled by oxygen plasma doping
- Electrostatic self-assembly effect of Fe3O4 nanoparticles on performance of carbon nanotubes in cement-based materials
- Multi-scale alignment to buried atom-scale devices using Kelvin probe force microscopy
- Antibacterial, mechanical, and dielectric properties of hydroxyapatite cordierite/zirconia porous nanocomposites for use in bone tissue engineering applications
- Time-dependent Darcy–Forchheimer flow of Casson hybrid nanofluid comprising the CNTs through a Riga plate with nonlinear thermal radiation and viscous dissipation
- Durability prediction of geopolymer mortar reinforced with nanoparticles and PVA fiber using particle swarm optimized BP neural network
- Utilization of zein nano-based system for promoting antibiofilm and anti-virulence activities of curcumin against Pseudomonas aeruginosa
- Antibacterial effect of novel dental resin composites containing rod-like zinc oxide
- An extended model to assess Jeffery–Hamel blood flow through arteries with iron-oxide (Fe2O3) nanoparticles and melting effects: Entropy optimization analysis
- Comparative study of copper nanoparticles over radially stretching sheet with water and silicone oil
- Cementitious composites modified by nanocarbon fillers with cooperation effect possessing excellent self-sensing properties
- Confinement size effect on dielectric properties, antimicrobial activity, and recycling of TiO2 quantum dots via photodegradation processes of Congo red dye and real industrial textile wastewater
- Biogenic silver nanoparticles of Moringa oleifera leaf extract: Characterization and photocatalytic application
- Novel integrated structure and function of Mg–Gd neutron shielding materials
- Impact of multiple slips on thermally radiative peristaltic transport of Sisko nanofluid with double diffusion convection, viscous dissipation, and induced magnetic field
- Magnetized water-based hybrid nanofluid flow over an exponentially stretching sheet with thermal convective and mass flux conditions: HAM solution
- A numerical investigation of the two-dimensional magnetohydrodynamic water-based hybrid nanofluid flow composed of Fe3O4 and Au nanoparticles over a heated surface
- Development and modeling of an ultra-robust TPU-MWCNT foam with high flexibility and compressibility
- Effects of nanofillers on the physical, mechanical, and tribological behavior of carbon/kenaf fiber–reinforced phenolic composites
- Polymer nanocomposite for protecting photovoltaic cells from solar ultraviolet in space
- Study on the mechanical properties and microstructure of recycled concrete reinforced with basalt fibers and nano-silica in early low-temperature environments
- Synergistic effect of carbon nanotubes and polyvinyl alcohol on the mechanical performance and microstructure of cement mortar
- CFD analysis of paraffin-based hybrid (Co–Au) and trihybrid (Co–Au–ZrO2) nanofluid flow through a porous medium
- Forced convective tangent hyperbolic nanofluid flow subject to heat source/sink and Lorentz force over a permeable wedge: Numerical exploration
- Physiochemical and electrical activities of nano copper oxides synthesised via hydrothermal method utilising natural reduction agents for solar cell application
- A homotopic analysis of the blood-based bioconvection Carreau–Yasuda hybrid nanofluid flow over a stretching sheet with convective conditions
- In situ synthesis of reduced graphene oxide/SnIn4S8 nanocomposites with enhanced photocatalytic performance for pollutant degradation
- A coarse-grained Poisson–Nernst–Planck model for polyelectrolyte-modified nanofluidic diodes
- A numerical investigation of the magnetized water-based hybrid nanofluid flow over an extending sheet with a convective condition: Active and passive controls of nanoparticles
- The LyP-1 cyclic peptide modified mesoporous polydopamine nanospheres for targeted delivery of triptolide regulate the macrophage repolarization in atherosclerosis
- Synergistic effect of hydroxyapatite-magnetite nanocomposites in magnetic hyperthermia for bone cancer treatment
- The significance of quadratic thermal radiative scrutinization of a nanofluid flow across a microchannel with thermophoretic particle deposition effects
- Ferromagnetic effect on Casson nanofluid flow and transport phenomena across a bi-directional Riga sensor device: Darcy–Forchheimer model
- Performance of carbon nanomaterials incorporated with concrete exposed to high temperature
- Multicriteria-based optimization of roller compacted concrete pavement containing crumb rubber and nano-silica
- Revisiting hydrotalcite synthesis: Efficient combined mechanochemical/coprecipitation synthesis to design advanced tunable basic catalysts
- Exploration of irreversibility process and thermal energy of a tetra hybrid radiative binary nanofluid focusing on solar implementations
- Effect of graphene oxide on the properties of ternary limestone clay cement paste
- Improved mechanical properties of graphene-modified basalt fibre–epoxy composites
- Sodium titanate nanostructured modified by green synthesis of iron oxide for highly efficient photodegradation of dye contaminants
- Green synthesis of Vitis vinifera extract-appended magnesium oxide NPs for biomedical applications
- Differential study on the thermal–physical properties of metal and its oxide nanoparticle-formed nanofluids: Molecular dynamics simulation investigation of argon-based nanofluids
- Heat convection and irreversibility of magneto-micropolar hybrid nanofluids within a porous hexagonal-shaped enclosure having heated obstacle
- Numerical simulation and optimization of biological nanocomposite system for enhanced oil recovery
- Laser ablation and chemical vapor deposition to prepare a nanostructured PPy layer on the Ti surface
- Cilostazol niosomes-loaded transdermal gels: An in vitro and in vivo anti-aggregant and skin permeation activity investigations towards preparing an efficient nanoscale formulation
- Linear and nonlinear optical studies on successfully mixed vanadium oxide and zinc oxide nanoparticles synthesized by sol–gel technique
- Analytical investigation of convective phenomena with nonlinearity characteristics in nanostratified liquid film above an inclined extended sheet
- Optimization method for low-velocity impact identification in nanocomposite using genetic algorithm
- Analyzing the 3D-MHD flow of a sodium alginate-based nanofluid flow containing alumina nanoparticles over a bi-directional extending sheet using variable porous medium and slip conditions
- A comprehensive study of laser irradiated hydrothermally synthesized 2D layered heterostructure V2O5(1−x)MoS2(x) (X = 1–5%) nanocomposites for photocatalytic application
- Computational analysis of water-based silver, copper, and alumina hybrid nanoparticles over a stretchable sheet embedded in a porous medium with thermophoretic particle deposition effects
- A deep dive into AI integration and advanced nanobiosensor technologies for enhanced bacterial infection monitoring
- Effects of normal strain on pyramidal I and II 〈c + a〉 screw dislocation mobility and structure in single-crystal magnesium
- Computational study of cross-flow in entropy-optimized nanofluids
- Significance of nanoparticle aggregation for thermal transport over magnetized sensor surface
- A green and facile synthesis route of nanosize cupric oxide at room temperature
- Effect of annealing time on bending performance and microstructure of C19400 alloy strip
- Chitosan-based Mupirocin and Alkanna tinctoria extract nanoparticles for the management of burn wound: In vitro and in vivo characterization
- Electrospinning of MNZ/PLGA/SF nanofibers for periodontitis
- Photocatalytic degradation of methylene blue by Nd-doped titanium dioxide thin films
- Shell-core-structured electrospinning film with sequential anti-inflammatory and pro-neurogenic effects for peripheral nerve repairment
- Flow and heat transfer insights into a chemically reactive micropolar Williamson ternary hybrid nanofluid with cross-diffusion theory
- One-pot fabrication of open-spherical shapes based on the decoration of copper sulfide/poly-O-amino benzenethiol on copper oxide as a promising photocathode for hydrogen generation from the natural source of Red Sea water
- A penta-hybrid approach for modeling the nanofluid flow in a spatially dependent magnetic field
- Advancing sustainable agriculture: Metal-doped urea–hydroxyapatite hybrid nanofertilizer for agro-industry
- Utilizing Ziziphus spina-christi for eco-friendly synthesis of silver nanoparticles: Antimicrobial activity and promising application in wound healing
- Plant-mediated synthesis, characterization, and evaluation of a copper oxide/silicon dioxide nanocomposite by an antimicrobial study
- Effects of PVA fibers and nano-SiO2 on rheological properties of geopolymer mortar
- Investigating silver and alumina nanoparticles’ impact on fluid behavior over porous stretching surface
- Potential pharmaceutical applications and molecular docking study for green fabricated ZnO nanoparticles mediated Raphanus sativus: In vitro and in vivo study
- Effect of temperature and nanoparticle size on the interfacial layer thickness of TiO2–water nanofluids using molecular dynamics
- Characteristics of induced magnetic field on the time-dependent MHD nanofluid flow through parallel plates
- Flexural and vibration behaviours of novel covered CFRP composite joints with an MWCNT-modified adhesive
- Experimental research on mechanically and thermally activation of nano-kaolin to improve the properties of ultra-high-performance fiber-reinforced concrete
- Analysis of variable fluid properties for three-dimensional flow of ternary hybrid nanofluid on a stretching sheet with MHD effects
- Biodegradability of corn starch films containing nanocellulose fiber and thymol
- Toxicity assessment of copper oxide nanoparticles: In vivo study
- Some measures to enhance the energy output performances of triboelectric nanogenerators
- Reinforcement of graphene nanoplatelets on water uptake and thermomechanical behaviour of epoxy adhesive subjected to water ageing conditions
- Optimization of preparation parameters and testing verification of carbon nanotube suspensions used in concrete
- Max-phase Ti3SiC2 and diverse nanoparticle reinforcements for enhancement of the mechanical, dynamic, and microstructural properties of AA5083 aluminum alloy via FSP
- Advancing drug delivery: Neural network perspectives on nanoparticle-mediated treatments for cancerous tissues
- PEG-PLGA core–shell nanoparticles for the controlled delivery of picoplatin–hydroxypropyl β-cyclodextrin inclusion complex in triple-negative breast cancer: In vitro and in vivo study
- Conduction transportation from graphene to an insulative polymer medium: A novel approach for the conductivity of nanocomposites
- Review Articles
- Developments of terahertz metasurface biosensors: A literature review
- Overview of amorphous carbon memristor device, modeling, and applications for neuromorphic computing
- Advances in the synthesis of gold nanoclusters (AuNCs) of proteins extracted from nature
- A review of ternary polymer nanocomposites containing clay and calcium carbonate and their biomedical applications
- Recent advancements in polyoxometalate-functionalized fiber materials: A review
- Special contribution of atomic force microscopy in cell death research
- A comprehensive review of oral chitosan drug delivery systems: Applications for oral insulin delivery
- Cellular senescence and nanoparticle-based therapies: Current developments and perspectives
- Cyclodextrins-block copolymer drug delivery systems: From design and development to preclinical studies
- Micelle-based nanoparticles with stimuli-responsive properties for drug delivery
- Critical assessment of the thermal stability and degradation of chemically functionalized nanocellulose-based polymer nanocomposites
- Research progress in preparation technology of micro and nano titanium alloy powder
- Nanoformulations for lysozyme-based additives in animal feed: An alternative to fight antibiotic resistance spread
- Incorporation of organic photochromic molecules in mesoporous silica materials: Synthesis and applications
- A review on modeling of graphene and associated nanostructures reinforced concrete
- A review on strengthening mechanisms of carbon quantum dots-reinforced Cu-matrix nanocomposites
- Review on nanocellulose composites and CNFs assembled microfiber toward automotive applications
- Nanomaterial coating for layered lithium rich transition metal oxide cathode for lithium-ion battery
- Application of AgNPs in biomedicine: An overview and current trends
- Nanobiotechnology and microbial influence on cold adaptation in plants
- Hepatotoxicity of nanomaterials: From mechanism to therapeutic strategy
- Applications of micro-nanobubble and its influence on concrete properties: An in-depth review
- A comprehensive systematic literature review of ML in nanotechnology for sustainable development
- Exploiting the nanotechnological approaches for traditional Chinese medicine in childhood rhinitis: A review of future perspectives
- Twisto-photonics in two-dimensional materials: A comprehensive review
- Current advances of anticancer drugs based on solubilization technology
- Recent process of using nanoparticles in the T cell-based immunometabolic therapy
- Future prospects of gold nanoclusters in hydrogen storage systems and sustainable environmental treatment applications
- Preparation, types, and applications of one- and two-dimensional nanochannels and their transport properties for water and ions
- Microstructural, mechanical, and corrosion characteristics of Mg–Gd–x systems: A review of recent advancements
- Functionalized nanostructures and targeted delivery systems with a focus on plant-derived natural agents for COVID-19 therapy: A review and outlook
- Mapping evolution and trends of cell membrane-coated nanoparticles: A bibliometric analysis and scoping review
- Nanoparticles and their application in the diagnosis of hepatocellular carcinoma
- In situ growth of carbon nanotubes on fly ash substrates
- Structural performance of boards through nanoparticle reinforcement: An advance review
- Reinforcing mechanisms review of the graphene oxide on cement composites
- Seed regeneration aided by nanomaterials in a climate change scenario: A comprehensive review
- Surface-engineered quantum dot nanocomposites for neurodegenerative disorder remediation and avenue for neuroimaging
- Graphitic carbon nitride hybrid thin films for energy conversion: A mini-review on defect activation with different materials
- Nanoparticles and the treatment of hepatocellular carcinoma
- Special Issue on Advanced Nanomaterials and Composites for Energy Conversion and Storage - Part II
- Highly safe lithium vanadium oxide anode for fast-charging dendrite-free lithium-ion batteries
- Recent progress in nanomaterials of battery energy storage: A patent landscape analysis, technology updates, and future prospects
- Special Issue on Advanced Nanomaterials for Carbon Capture, Environment and Utilization for Energy Sustainability - Part II
- Calcium-, magnesium-, and yttrium-doped lithium nickel phosphate nanomaterials as high-performance catalysts for electrochemical water oxidation reaction
- Low alkaline vegetation concrete with silica fume and nano-fly ash composites to improve the planting properties and soil ecology
- Mesoporous silica-grafted deep eutectic solvent-based mixed matrix membranes for wastewater treatment: Synthesis and emerging pollutant removal performance
- Electrochemically prepared ultrathin two-dimensional graphitic nanosheets as cathodes for advanced Zn-based energy storage devices
- Enhanced catalytic degradation of amoxicillin by phyto-mediated synthesised ZnO NPs and ZnO-rGO hybrid nanocomposite: Assessment of antioxidant activity, adsorption, and thermodynamic analysis
- Incorporating GO in PI matrix to advance nanocomposite coating: An enhancing strategy to prevent corrosion
- Synthesis, characterization, thermal stability, and application of microporous hyper cross-linked polyphosphazenes with naphthylamine group for CO2 uptake
- Engineering in ceramic albite morphology by the addition of additives: Carbon nanotubes and graphene oxide for energy applications
- Nanoscale synergy: Optimizing energy storage with SnO2 quantum dots on ZnO hexagonal prisms for advanced supercapacitors
- Aging assessment of silicone rubber materials under corona discharge accompanied by humidity and UV radiation
- Tuning structural and electrical properties of Co-precipitated and Cu-incorporated nickel ferrite for energy applications
- Sodium alginate-supported AgSr nanoparticles for catalytic degradation of malachite green and methyl orange in aqueous medium
- An environmentally greener and reusability approach for bioenergy production using Mallotus philippensis (Kamala) seed oil feedstock via phytonanotechnology
- Micro-/nano-alumina trihydrate and -magnesium hydroxide fillers in RTV-SR composites under electrical and environmental stresses
- Mechanism exploration of ion-implanted epoxy on surface trap distribution: An approach to augment the vacuum flashover voltages
- Nanoscale engineering of semiconductor photocatalysts boosting charge separation for solar-driven H2 production: Recent advances and future perspective
- Excellent catalytic performance over reduced graphene-boosted novel nanoparticles for oxidative desulfurization of fuel oil
- Special Issue on Advances in Nanotechnology for Agriculture
- Deciphering the synergistic potential of mycogenic zinc oxide nanoparticles and bio-slurry formulation on phenology and physiology of Vigna radiata
- Nanomaterials: Cross-disciplinary applications in ornamental plants
- Special Issue on Catechol Based Nano and Microstructures
- Polydopamine films: Versatile but interface-dependent coatings
- In vitro anticancer activity of melanin-like nanoparticles for multimodal therapy of glioblastoma
- Poly-3,4-dihydroxybenzylidenhydrazine, a different analogue of polydopamine
- Chirality and self-assembly of structures derived from optically active 1,2-diaminocyclohexane and catecholamines
- Advancing resource sustainability with green photothermal materials: Insights from organic waste-derived and bioderived sources
- Bioinspired neuromelanin-like Pt(iv) polymeric nanoparticles for cancer treatment
- Special Issue on Implementing Nanotechnology for Smart Healthcare System
- Intelligent explainable optical sensing on Internet of nanorobots for disease detection
- Special Issue on Green Mono, Bi and Tri Metallic Nanoparticles for Biological and Environmental Applications
- Tracking success of interaction of green-synthesized Carbopol nanoemulgel (neomycin-decorated Ag/ZnO nanocomposite) with wound-based MDR bacteria
- Green synthesis of copper oxide nanoparticles using genus Inula and evaluation of biological therapeutics and environmental applications
- Biogenic fabrication and multifunctional therapeutic applications of silver nanoparticles synthesized from rose petal extract
- Metal oxides on the frontlines: Antimicrobial activity in plant-derived biometallic nanoparticles
- Controlling pore size during the synthesis of hydroxyapatite nanoparticles using CTAB by the sol–gel hydrothermal method and their biological activities
- Special Issue on State-of-Art Advanced Nanotechnology for Healthcare
- Applications of nanomedicine-integrated phototherapeutic agents in cancer theranostics: A comprehensive review of the current state of research
- Smart bionanomaterials for treatment and diagnosis of inflammatory bowel disease
- Beyond conventional therapy: Synthesis of multifunctional nanoparticles for rheumatoid arthritis therapy