Investigation effect of wettability and heterogeneity in water flooding and on microscopic residual oil distribution in tight sandstone cores with NMR technique
Abstract
In order to explore the effect of wettability and pore throat heterogeneity on oil recovery efficiency in porous media, physical simulation experiment and nuclear magnetic resonance (NMR) measurements were conducted to investigate how crude oil residing in different sized pores are recovered by water flooding. Experimental results indicate that the recovery factor of water flooding is governed by spontaneous imbibition and also pore throat heterogeneity. It is found that intermediate wetting cores lead to the highest final recovery factor in comparison with water wet cores and weak oil wet cores, and the recovery oil difference in clay micro pore is mainly because of the wettability, the difference in medium pore and large pore is affected by pore throat heterogeneity. Water wet core has a lower recovery factor in medium and large pore due to its poor heterogeneity, in spite of the spontaneous imbibition effect is very satisfying. Intermediate wetting cores has significant result in different sized pore and throat, the difference in medium pore and large pore is affected by pore throat heterogeneity.
1 Introduction
The large amount of unconventional resources, especially tight oil, has attracted more attention in China, recently [1]. However, the great heterogeneity, poor reservoir properties and low pressure may elevate the difficulty of enhanced oil recovery (EOR) in tight oil reservoir [2, 3]. As for such tight formations, primary recovery remains as low as 5.0-10.0% of original oil in place (OOIP), even after long horizontal wells have been drilled and massively fractured [4]. Because of the high capillary pressure and superlow injectivity, the oil production is relatively low [5, 6]. Currently, water flooding is still the most economical way to supplement energy, but because of the lack of understanding the flooding mechanisms, it is usually considered that the recovery efficiency by water flooding is very low if the formation is oil-wet. Meanwhile, the recovery efficiency of water-wet formation is relatively high [7–10]. Wettability is an important petrophysical property, which impacts the rock fluid properties such as relative permeability, capillary pressure and distribution of residual oil. Although some previous papers have studied the effects of wettability on waterflood oil recovery and relative permeability [11, 12], a little attention has been focused on wettability and heterogeneity effect on the fluid flow in the such tight formations and compared the residual oil saturation from different pore throats at a microscopic level during the process of waterflooding, presently. The water flooding recovery in tight oil formations depends critically on the wetting properties of the rock matrix and porosity microstructure character. They both play an important role during the process of water flooding. Therefore, it is critical to figure out the wetting properties of the rock matrix and pore throat microstructure character impact on the process of water flooding.
Various methods have been used to investigate the microscopic residual oil distribution, such as the photoetching model, the micro displacement model built with true sandstone, and the X-CT scanning technique, etc. Nuclear magnetic resonance has recently been developed and has become a popular and effective tool of providing realistic assessment of the amount of fluid that can flow in the porous media [13–15]. A distribution of decay times, called transverse relaxation times (T2), can be used to describe the distance between crude oil and core pore surface. Details of the NMR principles can be found in the following papers.
The major purpose of this study is to elucidate the dependence of residual oil in a microscopic level on the following factors: (1) wettability; (2) microscopic pore throat heterogeneity. In this paper, core samples are obtained from Changqing oilfield in China, we have conducted coreflood tests, NMR test, constant rate mercury intrusion tests, spontaneous imbibition tests, and investigated the injection process, recovery factor (RF) and residual oil saturation distribution under different wettability cores. The distribution of remaining oil in different pore throats was analyzed by the NMR, and elucidate the reason of different residual oil saturation.
2 Experimental set-up and procedures
2.1 Experimental procedure
The oil samples and sandstone core samples are collected from the layer of Chang 8, which located in the southern district of Ordos basin, properties of core samples are listed in Table 1. The experimental apparatus is mainly composed of five parts: injection system, displacement system, production system, pressure control system and data acquisition system (Figure 1). The experimental procedure is briefly described as follows. Firstly, core samples were saturated with simulated brine water under a pressure of 12.00 MPa for 12 h. Then the core samples were placed in the NMR apparatus for testing its transverse relaxation time (T2) spectrum. Secondly, to eliminate the hydrogen signals of water in the core, the core samples were firstly displaced with Mn2+ solution (15000 mg/L). Thirdly, NMR T2 spectrum was measured after the core was saturated with the oil till the initial oil saturation was achieved. Fourthly, after water flooding, and the NMR T2 spectrum was measured again at the end of the displacement. Finally, the core slide was placed in the constant-rate mercury injection apparatus to experimentally measure size of the pore and throat. During the experiments, the mercury saturations corresponding to different mercury injection pressures were recorded to infer the pore and throat radius distribution of the core sample.

Flood test schematic flow diagram
Physical parameters of the core samples
No. | Permeability/10−3µm2 | Porosity/% | Pore and Throat Type | Wettability type | Injection schemes |
---|---|---|---|---|---|
1-2 | 0.415 | 7.20 | Heterogeneity | Weak Oil Wet | Water Flood |
2-2 | 0.575 | 15.60 | Homogeneity | Intermediate Wet | Water Flood |
3-2 | 0.583 | 16.30 | Homogeneity | Water Wet | Water Flood |
4-1 | 0.592 | 5.40 | Heterogeneity | Weak Oil Wet | Brine imbibition |
4-2 | 0.573 | 14.40 | Homogeneity | Intermediate Wet | Brine imbibition |
4-3 | 0.564 | 14.90 | Homogeneity | Water Wet | Brine imbibition |
2.2 Relationship between T2 response and pore throat radius
The total T2 response of fluids in porous media can be described with the following equation [16-18],
Where ρ2 is the surface relaxivity (µm/ms), Fs is the dimensionless shape factor of a pore, and pore radius, rc (µm). When a given core is considered, its surface relaxivity (ρ2) and shape factor (Fs) can be assumed to be constant. Thus, after obtaining the constant ρ2 and Fs, the T2 spectrum of NMR can be eventually converted into the distribution curve of pore throat radius.
3 Results and discussion
3.1 Pore size distribution and throat size distribution
Figure 2(a) shows the pore distribution for the different wettability core samples with the similar permeability. There exists no large difference in pore size, and the pore exhibits the normal distribution mainly in the 100-150 µm. Unlike pore distribution, there is a huge difference in the throat distribution. As seen in Figure 2(b, c, d,), the weak oil-wet cores have the narrowest throat distribution, changing from 0.2-0.6 µm and the throat peak radius slightly increases along with an increasing permeability. Nevertheless, as for the intermediate wet cores and water wet cores, if the permeability is greater than 0.3×10−3 µm2, the peak radius of throat will increase from 0.5 µm to 0.6 µm. At the same time, the distribution range of throat radius becomes wider obviously, changing from 0.3-1 µm to 0.3-2.5 µm, 0.2-0.8 µm to 0.2-4.2 µm, respectively. We can infer that under the same conditions of permeability, the water wet cores have the strongest heterogeneity followed by intermediate wet cores and weak oil wet cores.

(a) Pore radius distribution of different wettability core samples. (b c d) Throat radius distribution of different wettability core samples.
3.2 Spontaneous imbibition
Table 2 lists the results of the imbibition experiments. The oil recovery of water wet cores is 26.52%, which is obviously higher than intermediate wet (21.57%) and oil wet core (18.51%). Figure 3(a, b, c) shows pictures of oil droplets on the surface of cores, the wettability make oil droplet easily come out of the water wet core on all sides as brine imbibes, contribute to form relatively small size oil droplet and distributed uniformly. While the intermediate wet core only gets the scattered oil droplet on the top and sides, and these oil droplets are of different size, and the large oil droplet may come from water wet portion. There is almost no visible oil droplet on the sides of weak wet core, and some small oil droplet on the top may result from the buoyancy forces. This suggests that the dominant imbibition mechanism is the counter current imbibition due to the capillary pressure gradient caused by the wettability. Through the analysis of the imbibition process can be more convinced this point. Figure 4 shows the oil recovery as a function of time for the spontaneous imbibition experiments performed. In the first 6 hour, the imbibition rate can be maintain a high value in different wettability cores, in this period the oil in the large pore body appeared on the periphery of the cores. After external oil has been recovered, the recovery rate slowed down for few hours because some deep oil droplet may be blocked in the throat, it only takes 2 hours for water wet core to recover the oil again, and 3 hours, 7 hours for intermediate wet core, weak oil wet core, respectively. 80% of the finally recovered oil is recovered in the first 24 hours, the rate of recovery gradually decreases as the saturation of aqueous phase increases in the core. It is found that the wettability is the key factor for the spontaneous imbibition in tight oil formation.

Oil droplets on different wettability cores in brine solutions

Different wettability cores oil recovery from spontaneous imbibition
Spontaneous imbibition results for different wettability cores
No. | Length /cm | Diameter /cm | Permeability /10−3µm2 | Porosity /% | Wettability type | Oil Recovery/% |
---|---|---|---|---|---|---|
4-1 | 5.427 | 2.491 | 0.592 | 9.40 | Weak Oil Wet | 18.51 |
4-2 | 5.393 | 2.482 | 0.573 | 14.40 | Intermediate Wet | 21.57 |
4-3 | 5.396 | 2.484 | 0.564 | 14.90 | Water Wet | 26.52 |
Comparison of Recovery Degrees for Different Scenarios
No. | Exp. condition | Recovery factor distribution /% | Oil saturation/% | Recovery factor/% | |||
---|---|---|---|---|---|---|---|
<0.5µm | 0.5-1µm | 1-10µm | >10µm | ||||
1-2 | Water Flood | 73.05 | 62.90 | 31.38 | 80.77 | 84.49 | 38.22 |
2-2 | Water Flood | 54.70 | 43.44 | 44.30 | 73.34 | 73.62 | 46.68 |
3-2 | Water Flood | 66.42 | 45.31 | 32.05 | 38.24 | 67.49 | 36.70 |
3.3 T2 Spectrum distributions
As is shown in the Figure 5, T2 distribution curves of saturated water (black curve) can reveal the distribution of pore throats in cores. T2 distribution curves under saturated oil condition (red curve) can reveal the distribution features of pores saturated with oil, and the black section reflects the distribution of irreducible water in pores. T2 distribution curves under residual oil condition (blue curve) can reveal the distribution of residual oil in pores, and the red section reflects distribution of the produced oil in pores. Therefore, study of T2 distribution allows us to analyze and compare the microscopic change of original oil in pore under different injection process. Methodology used to determine the recovery degree of pore throats falling from 0.1 ms – 1000 ms, give the area (Sred +Sblue) stand for the initial oil content contained in different pore throats, and the area Sblue stand for the residual oil, the following formula is used to determine the recovery degree in different pore throats.

Schematic diagram for calculating the recovery degree of pore throats
There is certain corresponding alternate relation between T2 distribution and pore throat distribution in the sandstone sample [19–21]. The relaxation time of T2 are converted into pore radius using the modified linear relation through the Equation 1. Pore throats with radius (< 1µm) would correspond to the size of clay micro pore, while pore throats with radius more than (>10 µm) belong to the large pore, the medium pore is between them (1-10 µm).
3.4 Analysis of residual oil distribution
The measured NMR amplitude distribution as a function of pore size under various conditions for the core samples are plotted in Figure 6. On the whole, the intermediate wet core yield a favorable recovery factor (46.68%) compared the water wet core (36.70%) and weak oil wet core (38.22%). During the water flood process, in spite of the capillary pressure of homogeneity cores is higher than heterogeneity cores due to the lower throat radius, but there is a large proportion of clay micro pore compared to large and medium pore, it makes water to be displaced in the micro pore slowly and evenly. On the contrary, the heterogeneity cores have higher throat radius, and because of the relatively small resistance force in large pores and throats, the water enter into the medium pores and large pores more easily, than clay micro pores. It is interesting to note that, the water wet cores give the worst RF by water flooding and leave the maximum residual oil in the medium pore and large pore. On the one hand, when wetting phase water enter into the medium and large pore, crude oil is pushed off from the pore surface and form the dispersed oil droplets, during the migration of fluid the oil droplets may be entrapped in the smaller throat, resulting from Jamin effect, and cannot form a continuous pathway to flow out. On the other hand, we already know wet cores have a satisfying result from spontaneous imbibition experiment, and the water imbibes into the surrounding dead-end zone replacing the crude oil, thus water wet cores yield the highest RF in the clay micro pore. In this way, the oil is entrapped and stays in medium and large pores as residual oil, thus the overall recovery will be much lower than expected. When it comes to #2-2, although the existence of poor heterogeneity, the intermediate wet cores not only displace most oil in the medium pore and large pore, but also can have favorable RF in the clay micro pore. It is found the water flooding recovery oil difference in clay micro pore is mainly because of the wettability, the difference in medium pore and large pore is affected by pore throat heterogeneity.

Distribution of pore size for different cores under different conditions
4 Conclusions
Through the constant-rate mercury injection method, it is found from core samples with the similar permeability, average pore size is in a range of 100-150 µm and pore throat radius of homogeneity cores is 0.2-0.6 µm, heterogeneity cores throat radius rang 0.2-4.2 µm. By employing the core flood and NMR relaxometry measurements, we investigated how crude oil residing in different sized pore is recovered with wettability and heterogeneity cores, and quantify the recovery factors and residual oil distribution in different sized pores. In the water flooding scenario, water flooding efficiency for the experimental cores varies from 36.70% to 46.68%. The water wet core has a lower recovery factor in medium and large pores due to its poor heterogeneity, in spite of the spontaneous imbibition effect is much satisfying. In comparison, the intermediate wet core has significant result in different sized pores. Oil wet core has made a piston-like displacement in clay micro pores leading to recovery factor of 38.22%.
Acknowledgement
The authors want to acknowledge all the colleagues of the Institute of Porous Flow and Fluid Mechanics, Langfang, Hebei, China.
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- What If Quantum Theory Violates All Mathematics?
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- Relativity, anomalies and objectivity loophole in recent tests of local realism
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- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
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- Modelling of magnetostriction of transformer magnetic core for vibration analysis
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Comparison of the fractional power motor with cores made of various magnetic materials
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Dynamics of the line-start reluctance motor with rotor made of SMC material
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Inhomogeneous dielectrics: conformal mapping and finite-element models
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Topology optimization of induction heating model using sequential linear programming based on move limit with adaptive relaxation
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Detection of inter-turn short-circuit at start-up of induction machine based on torque analysis
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Current superimposition variable flux reluctance motor with 8 salient poles
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Modelling axial vibration in windings of power transformers
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Field analysis & eddy current losses calculation in five-phase tubular actuator
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Hybrid excited claw pole generator with skewed and non-skewed permanent magnets
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Electromagnetic phenomena analysis in brushless DC motor with speed control using PWM method
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Field-circuit analysis and measurements of a single-phase self-excited induction generator
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- A comparative analysis between classical and modified approach of description of the electrical machine windings by means of T0 method
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Field-based optimal-design of an electric motor: a new sensitivity formulation
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Application of the parametric proper generalized decomposition to the frequency-dependent calculation of the impedance of an AC line with rectangular conductors
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Virtual reality as a new trend in mechanical and electrical engineering education
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Holonomicity analysis of electromechanical systems
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- An accurate reactive power control study in virtual flux droop control
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Localized probability of improvement for kriging based multi-objective optimization
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Research of influence of open-winding faults on properties of brushless permanent magnets motor
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Optimal design of the rotor geometry of line-start permanent magnet synchronous motor using the bat algorithm
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Model of depositing layer on cylindrical surface produced by induction-assisted laser cladding process
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Detection of inter-turn faults in transformer winding using the capacitor discharge method
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- A novel hybrid genetic algorithm for optimal design of IPM machines for electric vehicle
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Lamination effects on a 3D model of the magnetic core of power transformers
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Detection of vertical disparity in three-dimensional visualizations
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Calculations of magnetic field in dynamo sheets taking into account their texture
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- 3-dimensional computer model of electrospinning multicapillary unit used for electrostatic field analysis
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Optimization of wearable microwave antenna with simplified electromagnetic model of the human body
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Induction heating process of ferromagnetic filled carbon nanotubes based on 3-D model
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Speed control of an induction motor by 6-switched 3-level inverter
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- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Three-dimensional computer models of electrospinning systems
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- Electric field computation and measurements in the electroporation of inhomogeneous samples
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Modelling of magnetostriction of transformer magnetic core for vibration analysis
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Comparison of the fractional power motor with cores made of various magnetic materials
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Dynamics of the line-start reluctance motor with rotor made of SMC material
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Inhomogeneous dielectrics: conformal mapping and finite-element models
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Topology optimization of induction heating model using sequential linear programming based on move limit with adaptive relaxation
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Detection of inter-turn short-circuit at start-up of induction machine based on torque analysis
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Current superimposition variable flux reluctance motor with 8 salient poles
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Modelling axial vibration in windings of power transformers
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Field analysis & eddy current losses calculation in five-phase tubular actuator
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Hybrid excited claw pole generator with skewed and non-skewed permanent magnets
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Electromagnetic phenomena analysis in brushless DC motor with speed control using PWM method
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Field-circuit analysis and measurements of a single-phase self-excited induction generator
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- A comparative analysis between classical and modified approach of description of the electrical machine windings by means of T0 method
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Field-based optimal-design of an electric motor: a new sensitivity formulation
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Application of the parametric proper generalized decomposition to the frequency-dependent calculation of the impedance of an AC line with rectangular conductors
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Virtual reality as a new trend in mechanical and electrical engineering education
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Holonomicity analysis of electromechanical systems
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- An accurate reactive power control study in virtual flux droop control
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Localized probability of improvement for kriging based multi-objective optimization
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Research of influence of open-winding faults on properties of brushless permanent magnets motor
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Optimal design of the rotor geometry of line-start permanent magnet synchronous motor using the bat algorithm
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Model of depositing layer on cylindrical surface produced by induction-assisted laser cladding process
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Detection of inter-turn faults in transformer winding using the capacitor discharge method
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- A novel hybrid genetic algorithm for optimal design of IPM machines for electric vehicle
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Lamination effects on a 3D model of the magnetic core of power transformers
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Detection of vertical disparity in three-dimensional visualizations
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Calculations of magnetic field in dynamo sheets taking into account their texture
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- 3-dimensional computer model of electrospinning multicapillary unit used for electrostatic field analysis
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Optimization of wearable microwave antenna with simplified electromagnetic model of the human body
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Induction heating process of ferromagnetic filled carbon nanotubes based on 3-D model
- Special Issue: The 18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering ISEF 2017
- Speed control of an induction motor by 6-switched 3-level inverter