Abstract
In this study, the role of process systems engineering in enhancing the algae economy is highlighted. First, basic characteristics of the various strains of microalgae are presented. In addition, the beneficial extracted bioproducts and their applications are reviewed. Then, an overview of the various technologies available in each step of biorefinery to produce added-value products and biofuels from microalgae is provided. These technologies are compared in terms of required energy and efficiency. Different perspectives of the algae industry, from molecule to enterprises scale where process systems engineering can have a role, are addressed. Subsequently, the roles of process systems engineering in process and product design, process control, and supply chain of the algae biorefinery are discussed. It is found that process systems engineering can play an important role in the biobased economy, especially by applying sustainability and economic concepts in the decision-making process for selecting the best feedstock, processing pathways, and desired products. Tools such as market analysis, techno-economic analysis, life cycle assessment (LCA), and supply chain (SC) analysis can be applied to design sustainable algae biorefinery. There are, however, several challenges such as the lack of data, the complexity of optimization, and validation that should be addressed before using these tools.
-
Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
-
Research funding: None declared.
-
Conflict of interest statement: The authors declare no conflicts of interest regarding this article.
References
1. Burlew, JS. Algal culture from laboratory to pilot plant. Washington, DC: Carnegie Institution Of Washington Publication; 1953.Search in Google Scholar
2. Sheehan, J, Dunahay, T, Benemann, J, Roessler, P. Look back at the US department of energy’s aquatic species program: biodiesel from algae; 1998. Available from: https://www.nrel.gov/docs/legosti/fy98/24190.pdf.10.2172/15003040Search in Google Scholar
3. Spolaore, P, Joannis-Cassan, C, Duran, E, Isambert, A. Commercial applications of microalgae. J Biosci Bioeng 2006;101:87–96.10.1263/jbb.101.87Search in Google Scholar PubMed
4. Wan, X, Li, C, Parikh, SJ. Simultaneous removal of arsenic, cadmium, and lead from soil by iron-modified magnetic biochar. Environ Pollut 2020;261:114157.10.1016/j.envpol.2020.114157Search in Google Scholar PubMed
5. Brennan, L, Owende, P. Biofuels from microalgae—a review of technologies for production, processing, and extractions of biofuels and co-products. Renew Sustain Energy Rev 2010;14:557–77.10.1016/j.rser.2009.10.009Search in Google Scholar
6. Shafik, HM, Saad, MG, El-Serehy, HA. Impact of nitrogen regime on fatty acid profiles of Desmodesmus quadricaudatus and Chlorella sp. and ability to produce biofuel. Acta Bot Hung 2015;57:205–18. https://akjournals.com/doi/10.1556/abot.57.2015.1-2.16.10.1556/ABot.57.2015.1-2.16Search in Google Scholar
7. Chen, P, Min, M, Yifeng, C, Wang, L, Li, Y, Chen, Q, et al.. Review of the biological and engineering aspects of algae to fuels approach. Int J Agric Biol Eng 2009;2:1–30.Search in Google Scholar
8. Mata, TM, Martins, AA, Caetano, NS. Microalgae for biodiesel production and other applications: a review. Renew Sustain Energy Rev 2010;14:217–32.10.1016/j.rser.2009.07.020Search in Google Scholar
9. Naik, SN, Goud, VV, Rout, PK, Dalai, AK. Production of first and second generation biofuels: a comprehensive review. Renew Sustain Energy Rev 2010;14:578–97.10.1016/j.rser.2009.10.003Search in Google Scholar
10. Lam, MK, Lee, KT. Microalgae biofuels: a critical review of issues, problems and the way forward. Biotechnol Adv 2012;30:673–90.10.1016/j.biotechadv.2011.11.008Search in Google Scholar PubMed
11. Rawat, I, Ranjith Kumar, R, Mutanda, T, Bux, F. Biodiesel from microalgae: a critical evaluation from laboratory to large scale production. Appl Energy 2013;103:444–67.10.1016/j.apenergy.2012.10.004Search in Google Scholar
12. Aracil, C, Haro, P, Giuntoli, J, Ollero, P. Proving the climate benefit in the production of biofuels from municipal solid waste refuse in Europe. J Clean Prod 2017;142:2887–900.10.1016/j.jclepro.2016.10.181Search in Google Scholar
13. Chisti, Y. Biodiesel from microalgae. Biotechnol Adv 2007;25:294–306.10.1016/j.biotechadv.2007.02.001Search in Google Scholar PubMed
14. Tsukahara, K, Sawayama, S. Liquid fuel production using microalgae. J Jpn Petrol Inst 2005;48:251–9.10.1627/jpi.48.251Search in Google Scholar
15. Schenk, PM, Thomas-Hall, SR, Stephens, E, Marx, UC, Mussgnug, JH, Posten, C, et al.. Second generation biofuels: high-efficiency microalgae for biodiesel production. BioEnergy Res2008;1:20–43. http://link.springer.com/10.1007/s12155-008-9008-8.10.1007/s12155-008-9008-8Search in Google Scholar
16. Liu, J, Huang, J, Sun, Z, Zhong, Y, Jiang, Y, Chen, F. Differential lipid and fatty acid profiles of photoautotrophic and heterotrophic Chlorella zofingiensis: assessment of algal oils for biodiesel production. Bioresour Technol 2011;102:106–10.10.1016/j.biortech.2010.06.017Search in Google Scholar PubMed
17. Abreu, AP, Fernandes, B, Vicente, AA, Teixeira, J, Dragone, G. Mixotrophic cultivation of Chlorella vulgaris using industrial dairy waste as organic carbon source. Bioresour Technol 2012;118:61–6.10.1016/j.biortech.2012.05.055Search in Google Scholar PubMed
18. Moreno-Garcia, L, Adjallé, K, Barnabé, S, Raghavan, GSV. Microalgae biomass production for a biorefinery system: recent advances and the way towards sustainability. Renew Sustain Energy Rev 2017;76:493–506.10.1016/j.rser.2017.03.024Search in Google Scholar
19. Safi, C, Zebib, B, Merah, O, Pontalier, P-Y, Vaca-Garcia, C. Morphology, composition, production, processing and applications of Chlorella vulgaris: a review. Renew Sustain Energy Rev 2014;35:265–78.10.1016/j.rser.2014.04.007Search in Google Scholar
20. Leu, S, Boussiba, S. Advances in the production of high-value products by microalgae. Ind Biotechnol 2014;10:169–83. http://www.liebertpub.com/doi/10.1089/ind.2013.0039.10.1089/ind.2013.0039Search in Google Scholar
21. Benemann, J. Microalgae for biofuels and animal feeds. Energies 2013;6:5869–86.10.3390/en6115869Search in Google Scholar
22. Quigg, A, Irwin, AJ, Finkel, ZV. Evolutionary inheritance of elemental stoichiometry in phytoplankton. Proc R Soc B Biol Sci 2011;278:526–34. https://royalsocietypublishing.org/doi/10.1098/rspb.2010.1356.10.1098/rspb.2010.1356Search in Google Scholar PubMed PubMed Central
23. Cadoret, JP, Bernard, O. Lipid biofuel production with microalgae: potential and challenges. J Soc Biol 2008;202:201–11.10.1051/jbio:2008022Search in Google Scholar PubMed
24. Abo, BO, Odey, EA, Bakayoko, M, Kalakodio, L. Microalgae to biofuels production: a review on cultivation, application and renewable energy. Rev Environ Health 2019;34:91–9. https://www.degruyter.com/document/doi/10.1515/reveh-2018-0052/html.10.1515/reveh-2018-0052Search in Google Scholar PubMed
25. Richmondt, A. Handbook of microalgal culture: biotechnology and applied phycology. Oxford: Blackwell Science; 2004.10.1002/9780470995280Search in Google Scholar
26. Breuer, G, Lamers, PP, Martens, DE, Draaisma, RB, Wijffels, RH. Effect of light intensity, pH, and temperature on triacylglycerol (TAG) accumulation induced by nitrogen starvation in Scenedesmus obliquus. Bioresour Technol 2013;143:1–9.10.1016/j.biortech.2013.05.105Search in Google Scholar PubMed
27. Raven, JA, Geider, RJ. Temperature and algal growth. New Phytol 1988;110:441–61. http://doi.wiley.com/10.1111/j.1469-8137.1988.tb00282.x.10.1111/j.1469-8137.1988.tb00282.xSearch in Google Scholar
28. Singh, SP, Singh, P. Effect of temperature and light on the growth of algae species: a review. Renew Sustain Energy Rev 2015;50:431–44.10.1016/j.rser.2015.05.024Search in Google Scholar
29. Vílchez, C, Forján, E, Cuaresma, M, Bédmar, F, Garbayo, I, Vega, JM. Marine carotenoids: biological functions and commercial applications. Mar Drugs 2011;9:319–33.10.3390/md9030319Search in Google Scholar PubMed PubMed Central
30. Hussein, G, Sankawa, U, Goto, H, Matsumoto, K, Watanabe, H. Astaxanthin, a carotenoid with potential in human health and nutrition. J Nat Prod 2006;69:443–9.10.1021/np050354+Search in Google Scholar PubMed
31. Grünewald, K, Hirschberg, J, Hagen, C. Ketocarotenoid biosynthesis outside of plastids in the unicellular green alga Haematococcus pluvialis. J Biol Chem 2001;276:6023–9.10.1074/jbc.M006400200Search in Google Scholar PubMed
32. Lemoine, Y, Schoefs, B. Secondary ketocarotenoid astaxanthin biosynthesis in algae: a multifunctional response to stress. Photosynth Res 2010;106:155–77.10.1007/s11120-010-9583-3Search in Google Scholar PubMed
33. Jaswir, I. Carotenoids: sources, medicinal properties and their application in food and nutraceutical industry. J Med Plants Res 2011;5:7119–31.10.5897/JMPRX11.011Search in Google Scholar
34. Santhosh, S, Dhandapani, R, Hemalatha, N. Bioactive compounds from microalgae and its different applications- a review. Adv Appl Sci Res 2016;7:153–8.Search in Google Scholar
35. Singh, P, Goyal, GK. Dietary lycopene: its properties and anticarcinogenic effects. Compr Rev Food Sci Food Saf 2008;7:255–70. http://doi.wiley.com/10.1111/j.1541-4337.2008.00044.x.10.1111/j.1541-4337.2008.00044.xSearch in Google Scholar PubMed
36. Guedes, AC, Amaro, HM, Malcata, FX. Microalgae as sources of carotenoids. Mar Drugs 2011;9:625–44.10.3390/md9040625Search in Google Scholar PubMed PubMed Central
37. Harris, WS. Encyclopedia of dietary supplements. In: Coates, PM, Betz, JM, Blackman, MR, Cragg, GM, Levine, M, Moss, J, et al., editors. London: Informa Healthcare; 2010:577–86 p.Search in Google Scholar
38. Bhalamurugan, GL, Valerie, O, Mark, L. Valuable bioproducts obtained from microalgal biomass and their commercial applications: a review. Environ Eng Res 2018;23:229–41. http://eeer.org/journal/view.php?doi=10.4491/eer.2017.220.10.4491/eer.2017.220Search in Google Scholar
39. Garcia-Gonzalez, J, Sommerfeld, M. Biofertilizer and biostimulant properties of the microalga Acutodesmus dimorphus. J Appl Phycol 2016;28:1051–61. http://link.springer.com/10.1007/s10811-015-0625-2.10.1007/s10811-015-0625-2Search in Google Scholar PubMed PubMed Central
40. Faheed, FA, Fattah, ZA. Effect of chlorella vulgaris as bio-fertilizer on growth parameters and metabolic aspects of lettuce plant. J Agric Soc Sci 2008;4:165–9.Search in Google Scholar
41. Dineshkumar, R, Subramanian, J, Gopalsamy, J, Jayasingam, P, Arumugam, A, Kannadasan, S, et al.. The impact of using microalgae as biofertilizer in maize (Zea mays L.). Waste Biomass Valorization 2019;10:1101–10. http://link.springer.com/10.1007/s12649-017-0123-7.10.1007/s12649-017-0123-7Search in Google Scholar
42. Ubando, AT, Cuello, JL, El-Halwagi, MM, Culaba, AB, Tan, RR. Multi-regional multi-objective optimization of an algal biofuel polygeneration supply chain with fuzzy mathematical programming. In: Economic, environmental, and policy aspects of alternate energy; fuels and infrastructure, biofuels and energy storage; high performance buildings; solar buildings, including solar climate control/heating/cooling; sustainable cities and communit, vol 2. Massachusetts, USA: American Society of Mechanical Engineers (ASME); 2014.10.1115/ES2014-6461Search in Google Scholar
43. Taylor, G. Biofuels and the biorefinery concept. Energy Pol 2008;36:4406–9.10.1016/j.enpol.2008.09.069Search in Google Scholar
44. Singh, UB, Ahluwalia, AS. Microalgae: a promising tool for carbon sequestration. Mitig Adapt Strategies Glob Change 2013;18:73–95. http://link.springer.com/10.1007/s11027-012-9393-3.10.1007/s11027-012-9393-3Search in Google Scholar
45. D-factory (Microlage biorefinery); 2017. Available from: https://cordis.europa.eu/project/id/613870.Search in Google Scholar
46. Foley, PM, Beach, ES, Zimmerman, JB. Algae as a source of renewable chemicals: opportunities and challenges. Green Chem 2011;13:1399. http://xlink.rsc.org/?DOI=c1gc00015b.10.1039/c1gc00015bSearch in Google Scholar
47. Koyande, AK, Show, P-L, Guo, R, Tang, B, Ogino, C, Chang, J-S. Bio-processing of algal bio-refinery: a review on current advances and future perspectives. Bioengineered 2019;10:574–92. https://www.tandfonline.com/doi/full/10.1080/21655979.2019.1679697.10.1080/21655979.2019.1679697Search in Google Scholar PubMed PubMed Central
48. Jonker, JGG, Faaij, APC. Techno-economic assessment of micro-algae as feedstock for renewable bio-energy production. Appl Energy 2013;102:461–75.10.1016/j.apenergy.2012.07.053Search in Google Scholar
49. Subhadra, B, Grinson-George. Algal biorefinery-based industry: an approach to address fuel and food insecurity for a carbon-smart world. J Sci Food Agric 2011;91:2–13. https://onlinelibrary.wiley.com/doi/10.1002/jsfa.4207.10.1002/jsfa.4207Search in Google Scholar PubMed
50. Richmond, A. Physiological principles and modes of cultivation in mass production of photoautotrophic microalgae, Chemicals from microalgae. Taylor & Francis; 1999. https://www.taylorfrancis.com/chapters/mono/10.1201/9781482295306-23/physiological-principles-modes-cultivation-mass-production-photoautotrophic-microalgae-zvi-cohen.Search in Google Scholar
51. Dickinson, S, Mientus, M, Frey, D, Amini-Hajibashi, A, Ozturk, S, Shaikh, F, et al.. A review of biodiesel production from microalgae. Clean Technol Environ Policy 2017;19:637–68.10.1007/s10098-016-1309-6Search in Google Scholar
52. Satpati, GG, Pal, R. Microalgae biomass to biodiesel: a review. J Algal Biomass Util2018;9:11–37.Search in Google Scholar
53. Carvalho, AP, Meireles, LA, Malcata, FX. Microalgal reactors: a review of enclosed system designs and performances. Biotechnol Prog 2006;22:1490–506. http://doi.wiley.com/10.1021/bp060065r.10.1002/bp060065rSearch in Google Scholar
54. Hu, Q, Kurano, N, Kawachi, M, Iwasaki, I, Miyachi, S. Ultrahigh-cell-density culture of a marine green alga Chlorococcum littorale in a flat-plate photobioreactor. Appl Microbiol Biotechnol 1998;49:655–62.10.1007/s002530051228Search in Google Scholar
55. Ganesan, R, Manigandan, S, Samuel, MS, Shanmuganathan, R, Brindhadevi, K, Lan Chi, NT, et al.. A review on prospective production of biofuel from microalgae. Biotechnol Rep 2020;27:e00509.10.1016/j.btre.2020.e00509Search in Google Scholar PubMed PubMed Central
56. Milledge, JJ, Heaven, S. A review of the harvesting of micro-algae for biofuel production. Rev Environ Sci Bio/Technol 2013;12:165–78.10.1007/s11157-012-9301-zSearch in Google Scholar
57. Gouveia, L. Microalgae as a Feedstock for Biofuels. Berlin, Heidelberg: Springer Berlin Heidelberg; 2011. http://link.springer.com/10.1007/978-3-642-17997-6.Search in Google Scholar
58. Chatsungnoen, T, Chisti, Y. Harvesting microalgae by flocculation–sedimentation. Algal Res 2016;13:271–83.10.1016/j.algal.2015.12.009Search in Google Scholar
59. Tan, JS, Lee, SY, Chew, KW, Lam, MK, Lim, JW, Ho, S-H, et al.. A review on microalgae cultivation and harvesting, and their biomass extraction processing using ionic liquids. Bioengineered 2020;11:116–29.10.1080/21655979.2020.1711626Search in Google Scholar PubMed PubMed Central
60. Laamanen, CA, Ross, GM, Scott, JA. Flotation harvesting of microalgae. Renew Sustain Energy Rev 2016;58:75–86.10.1016/j.rser.2015.12.293Search in Google Scholar
61. Menegazzo, ML, Fonseca, GG. Biomass recovery and lipid extraction processes for microalgae biofuels production: a review. Renew Sustain Energy Rev 2019;107:87–107.10.1016/j.rser.2019.01.064Search in Google Scholar
62. Soomro, RR, Ndikubwimana, T, Zeng, X, Lu, Y, Lin, L, Danquah, MK. Development of a two-stage microalgae dewatering process – a life cycle assessment approach. Front Plant Sci 2016;7:113.10.3389/fpls.2016.00113Search in Google Scholar PubMed PubMed Central
63. Dassey, AJ, Theegala, CS. Harvesting economics and strategies using centrifugation for cost effective separation of microalgae cells for biodiesel applications. Bioresour Technol 2013;128:241–5.10.1016/j.biortech.2012.10.061Search in Google Scholar PubMed
64. Becker, EW, Wolfgang, E. Microalgae: Biotechnology and Microbiology. Cambridge University Press; 1994. Available from: https://books.google.nl/books?id=KAKx4I7NWEYC&printsec=frontcover&redir_esc=y#v=onepage&q&f=false.Search in Google Scholar
65. Ogbonna, JC, Soejima, T, Tanaka, H. An integrated solar and artificial light system for internal illumination of photobioreactors. J Biotechnol 1999;70:289–97.10.1016/S0079-6352(99)80121-0Search in Google Scholar
66. D’Alessandro, EB, Antoniosi Filho, NR. Concepts and studies on lipid and pigments of microalgae: a review. Renew Sustain Energy Rev 2016;58:832–41.10.1016/j.rser.2015.12.162Search in Google Scholar
67. Lee, SY, Cho, JM, Chang, YK, Oh, Y-K. Cell disruption and lipid extraction for microalgal biorefineries: a review. Bioresour Technol 2017;244:1317–28.10.1016/j.biortech.2017.06.038Search in Google Scholar PubMed
68. Mubarak, M, Shaija, A, Suchithra, TV. A review on the extraction of lipid from microalgae for biodiesel production. Algal Res 2015;7:117–23.10.1016/j.algal.2014.10.008Search in Google Scholar
69. Ursu, A-V, Marcati, A, Sayd, T, Sante-Lhoutellier, V, Djelveh, G, Michaud, P. Extraction, fractionation and functional properties of proteins from the microalgae Chlorella vulgaris. Bioresour Technol 2014;157:134–9.10.1016/j.biortech.2014.01.071Search in Google Scholar PubMed
70. Halim, R, Rupasinghe, TWT, Tull, DL, Webley, PA. Mechanical cell disruption for lipid extraction from microalgal biomass. Bioresour Technol 2013;140:53–63.10.1016/j.biortech.2013.04.067Search in Google Scholar PubMed
71. Kim, J, Yoo, G, Lee, H, Lim, J, Kim, K, Kim, CW, et al.. Methods of downstream processing for the production of biodiesel from microalgae. Biotechnol Adv 2013;31:862–76.10.1016/j.biotechadv.2013.04.006Search in Google Scholar PubMed
72. Halim, R, Danquah, MK, Webley, PA. Extraction of oil from microalgae for biodiesel production: a review. Biotechnol Adv 2012;30:709–32.10.1016/j.biotechadv.2012.01.001Search in Google Scholar PubMed
73. Pohndorf, RS, Camara, ÁS, Larrosa, APQ, Pinheiro, CP, Strieder, MM, Pinto, LAA. Production of lipids from microalgae Spirulina sp.: influence of drying, cell disruption and extraction methods. Biomass Bioenergy 2016;93:25–32.10.1016/j.biombioe.2016.06.020Search in Google Scholar
74. Günerken, E, D’Hondt, E, Eppink, MHM, Garcia-Gonzalez, L, Elst, K, Wijffels, RH. Cell disruption for microalgae biorefineries. Biotechnol Adv 2015;33:243–60.10.1016/j.biotechadv.2015.01.008Search in Google Scholar PubMed
75. Ferreira, GF, Ríos Pinto, LF, Maciel Filho, R, Fregolente, LV. A review on lipid production from microalgae: association between cultivation using waste streams and fatty acid profiles. Renew Sustain Energy Rev 2019;109:448–66.10.1016/j.rser.2019.04.052Search in Google Scholar
76. Mofijur, M, Rasul, MG, Hassan, NMS, Nabi, MN. Recent development in the production of third generation biodiesel from microalgae. Energy Proc 2019;156:53–8.10.1016/j.egypro.2018.11.088Search in Google Scholar
77. Mendes, RL, Coelho, JP, Fernandes, HL, Marrucho, IJ, Cabral, JMS, Novais, JM, et al.. Applications of supercritical CO2 extraction to microalgae and plants. J Chem Technol Biotechnol 1995;62:53–9.10.1002/jctb.280620108Search in Google Scholar
78. Goto, M, Kanda, H, Wahyudiono, MS. Extraction of carotenoids and lipids from algae by supercritical CO2 and subcritical dimethyl ether. J Supercrit Fluids 2015;96:245–51.10.1016/j.supflu.2014.10.003Search in Google Scholar
79. Castro-Puyana, M, Herrero, M, Urreta, I, Mendiola, JA, Cifuentes, A, Ibáñez, E, et al.. Optimization of clean extraction methods to isolate carotenoids from the microalga Neochloris oleoabundans and subsequent chemical characterization using liquid chromatography tandem mass spectrometry. Anal Bioanal Chem 2013;405:4607–16.10.1007/s00216-012-6687-ySearch in Google Scholar PubMed
80. Damergi, E, Schwitzguébel, J-P, Refardt, D, Sharma, S, Holliger, C, Ludwig, C. Extraction of carotenoids from Chlorella vulgaris using green solvents and syngas production from residual biomass. Algal Res 2017;25:488–95.10.1016/j.algal.2017.05.003Search in Google Scholar
81. Peters, M, Stokes, J, Tu, R. Conversion of Omega-3 fatty acids from algae biomass produced biodiesel; 2019. Available from: https://repository.upenn.edu/cgi/viewcontent.cgi?article=1117&context=cbe_sdr.10.1016/j.algal.2020.102047Search in Google Scholar
82. Grossmann, IE, Westerberg, AW. Research challenges in process systems engineering. AIChE J 2000;46:1700–3. https://onlinelibrary.wiley.com/doi/10.1002/aic.690460902.10.1002/aic.690460902Search in Google Scholar
83. Daoutidis, P, Kelloway, A, Marvin, WA, Rangarajan, S, Torres, AI. Process systems engineering for biorefineries: new research vistas. Curr Opin Chem Eng2013;2:442–7.10.1016/j.coche.2013.09.006Search in Google Scholar
84. Marquardt, W, Harwardt, A, Hechinger, M, Kraemer, K, Viell, J, Voll, A. The biorenewables opportunity – toward next generation process and product systems. AIChE J 2010. n/a-. https://onlinelibrary.wiley.com/doi/10.1002/aic.12380.10.1002/aic.12380Search in Google Scholar
85. Siirola, JJ, Powers, GJ, Rudd, DF. Synthesis of system designs: III. Toward a process concept generator. AIChE J 1971;17:677–82. https://onlinelibrary.wiley.com/doi/10.1002/aic.690170334.10.1002/aic.690170334Search in Google Scholar
86. Douglas, JM. A hierarchical decision procedure for process synthesis. AIChE J 1985;31:353–62. https://onlinelibrary.wiley.com/doi/10.1002/aic.690310302.10.1002/aic.690310302Search in Google Scholar
87. Pistikopoulos, EN, Barbosa-Povoa, A, Lee, JH, Misener, R, Mitsos, A, Reklaitis, GV, et al.. Process systems engineering – the generation next? Comput Chem Eng 2021;147:107252.10.1016/j.compchemeng.2021.107252Search in Google Scholar
88. Tian, Y, Demirel, SE, Hasan, MMF, Pistikopoulos, EN. An overview of process systems engineering approaches for process intensification: state of the art. Chem Eng Process – Process Intensif. 2018;133:160–210.10.1016/j.cep.2018.07.014Search in Google Scholar
89. Garcia, DJ, You, F. Supply chain design and optimization: challenges and opportunities. Comput Chem Eng 2015;81:153–70.10.1016/j.compchemeng.2015.03.015Search in Google Scholar
90. Stephanopoulos, G, Reklaitis, GV. Process systems engineering: from Solvay to modern bio- and nanotechnology. Chem Eng Sci 2011;66:4272–306.10.1016/j.ces.2011.05.049Search in Google Scholar
91. Mansoornejad, B, Sanaei, S, Gilani, B, Benali, M, Stuart, P. Application of Process Systems Engineering (PSE) tools in designing the biorefinery. Comput Chem Eng 2014;34:555–60. https://linkinghub.elsevier.com/retrieve/pii/B9780444634337500778.10.1016/B978-0-444-63433-7.50077-8Search in Google Scholar
92. Wu, W, Chang, J-S. Integrated algal biorefineries from process systems engineering aspects: a review. Bioresour Technol 2019;291:121939.10.1016/j.biortech.2019.121939Search in Google Scholar PubMed
93. Chemmangattuvalappil, NG, Ng, DKS, Ng, LY, Ooi, J, Chong, JW, Eden, MR. A review of process systems engineering (PSE) tools for the design of ionic liquids and integrated biorefineries. Processes 2020;8:1678.10.3390/pr8121678Search in Google Scholar
© 2022 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Reviews
- Synthesis and application of organotellurium compounds
- Tellurium-based chemical sensors
- Synthesis of antiviral drugs by using carbon–carbon and carbon–heteroatom bond formation under greener conditions
- Green protocols for Tsuji–Trost allylation: an overview
- Chemistry of tellurium containing macrocycles
- Tellurium-induced cyclization of olefinic compounds
- Latest developments on the synthesis of bioactive organotellurium scaffolds
- Tellurium-based solar cells
- Semiconductor characteristics of tellurium and its implementations
- Tellurium based materials for nonlinear optical applications
- Pharmaceutical cocrystal consisting of ascorbic acid with p-aminobenzoic acid and paracetamol
- Carbocatalysis: a metal free green avenue towards carbon–carbon/heteroatom bond construction
- Physico-chemical and nutraceutical properties of Cola lepidota seed oil
- Cyclohexane oxidation using advanced oxidation processes with metals and metal oxides as catalysts: a review
- Optimization of electrolysis and carbon capture processes for sustainable production of chemicals through Power-to-X
- Tellurium-induced functional group activation
- Synthesis, characterization, and theoretical investigation of 4-chloro-6(phenylamino)-1,3,5-triazin-2-yl)asmino-4-(2,4-dichlorophenyl)thiazol-5-yl-diazenyl)phenyl as potential SARS-CoV-2 agent
- Process intensification and digital twin – the potential for the energy transition in process industries
- Photovoltaic properties of novel reactive azobenzoquinolines: experimental and theoretical investigations
- Accessing the environmental impact of tellurium metal
- Membrane-based processes in essential oils production
- Development of future-proof supply concepts for sector-coupled district heating systems based on scenario-analysis
- Educators’ reflections on the teaching and learning of the periodic table of elements at the upper secondary level: a case study
- Optimization of hydrogen supply from renewable electricity including cavern storage
- A short review on cancer therapeutics
- The role of bioprocess systems engineering in extracting chemicals and energy from microalgae
- The topology of crystalline matter
- Characterization of lignocellulosic S. persica fibre and its composites: a review
- Constructing a framework for selecting natural fibres as reinforcements composites based on grey relational analysis
- Polybutylene succinate (PBS)/natural fiber green composites: melt blending processes and tensile properties
- The properties of 3D printed poly (lactic acid) (PLA)/poly (butylene-adipate-terephthalate) (PBAT) blend and oil palm empty fruit bunch (EFB) reinforced PLA/PBAT composites used in fused deposition modelling (FDM) 3D printing
- Thermal properties of wood flour reinforced polyamide 6 biocomposites by twin screw extrusion
- Manufacturing defects and interfacial adhesion of Arenga Pinnata and kenaf fibre reinforced fibreglass/kevlar hybrid composite in boat construction application
- Wettability of keruing (Dipterocarpus spp.) wood after weathering under tropical climate
- Simultaneous remediation of polycyclic aromatic hydrocarbon and heavy metals in wastewater with zerovalent iron-titanium oxide nanoparticles (ZVI-TiO2)
Articles in the same Issue
- Frontmatter
- Reviews
- Synthesis and application of organotellurium compounds
- Tellurium-based chemical sensors
- Synthesis of antiviral drugs by using carbon–carbon and carbon–heteroatom bond formation under greener conditions
- Green protocols for Tsuji–Trost allylation: an overview
- Chemistry of tellurium containing macrocycles
- Tellurium-induced cyclization of olefinic compounds
- Latest developments on the synthesis of bioactive organotellurium scaffolds
- Tellurium-based solar cells
- Semiconductor characteristics of tellurium and its implementations
- Tellurium based materials for nonlinear optical applications
- Pharmaceutical cocrystal consisting of ascorbic acid with p-aminobenzoic acid and paracetamol
- Carbocatalysis: a metal free green avenue towards carbon–carbon/heteroatom bond construction
- Physico-chemical and nutraceutical properties of Cola lepidota seed oil
- Cyclohexane oxidation using advanced oxidation processes with metals and metal oxides as catalysts: a review
- Optimization of electrolysis and carbon capture processes for sustainable production of chemicals through Power-to-X
- Tellurium-induced functional group activation
- Synthesis, characterization, and theoretical investigation of 4-chloro-6(phenylamino)-1,3,5-triazin-2-yl)asmino-4-(2,4-dichlorophenyl)thiazol-5-yl-diazenyl)phenyl as potential SARS-CoV-2 agent
- Process intensification and digital twin – the potential for the energy transition in process industries
- Photovoltaic properties of novel reactive azobenzoquinolines: experimental and theoretical investigations
- Accessing the environmental impact of tellurium metal
- Membrane-based processes in essential oils production
- Development of future-proof supply concepts for sector-coupled district heating systems based on scenario-analysis
- Educators’ reflections on the teaching and learning of the periodic table of elements at the upper secondary level: a case study
- Optimization of hydrogen supply from renewable electricity including cavern storage
- A short review on cancer therapeutics
- The role of bioprocess systems engineering in extracting chemicals and energy from microalgae
- The topology of crystalline matter
- Characterization of lignocellulosic S. persica fibre and its composites: a review
- Constructing a framework for selecting natural fibres as reinforcements composites based on grey relational analysis
- Polybutylene succinate (PBS)/natural fiber green composites: melt blending processes and tensile properties
- The properties of 3D printed poly (lactic acid) (PLA)/poly (butylene-adipate-terephthalate) (PBAT) blend and oil palm empty fruit bunch (EFB) reinforced PLA/PBAT composites used in fused deposition modelling (FDM) 3D printing
- Thermal properties of wood flour reinforced polyamide 6 biocomposites by twin screw extrusion
- Manufacturing defects and interfacial adhesion of Arenga Pinnata and kenaf fibre reinforced fibreglass/kevlar hybrid composite in boat construction application
- Wettability of keruing (Dipterocarpus spp.) wood after weathering under tropical climate
- Simultaneous remediation of polycyclic aromatic hydrocarbon and heavy metals in wastewater with zerovalent iron-titanium oxide nanoparticles (ZVI-TiO2)