Integrated deep learning neural network and desirability analysis in biogas plants: A powerful tool to optimize biogas purification
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DOI: 10.1016/j.energy.2021.121073
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- Tedesco, S. & Marrero Barroso, T. & Olabi, A.G., 2014. "Optimization of mechanical pre-treatment of Laminariaceae spp. biomass-derived biogas," Renewable Energy, Elsevier, vol. 62(C), pages 527-534.
- Shah, Fayyaz Ali & Mahmood, Qaisar & Rashid, Naim & Pervez, Arshid & Raja, Iftikhar Ahmad & Shah, Mohammad Maroof, 2015. "Co-digestion, pretreatment and digester design for enhanced methanogenesis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 627-642.
- Sakiewicz, P. & Piotrowski, K. & Ober, J. & Karwot, J., 2020. "Innovative artificial neural network approach for integrated biogas – wastewater treatment system modelling: Effect of plant operating parameters on process intensification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
- Yousef, Ahmed M. & El-Maghlany, Wael M. & Eldrainy, Yehia A. & Attia, Abdelhamid, 2018. "New approach for biogas purification using cryogenic separation and distillation process for CO2 capture," Energy, Elsevier, vol. 156(C), pages 328-351.
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Keywords
Biogas compounds; Deep learning neural network; Desirability analysis; Optimum range; Regression model;All these keywords.
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