Optimization of methane production in anaerobic digestion: A hybrid approach using experimental analysis, process simulation and machine learning

Anaerobic digestion offers a sustainable route for converting food waste into renewable biogas, but its efficiency requires careful optimization of operational parameters. This study presents an integrated experimental, process simulation, and machine learning framework to enhance methane production...

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Principais autores:	Md. Anonno Habib Akash, Md. Shameem Hossain, Md. Muhaiminul Islam, Kazi Siamul Islam, Md. Nasirul Islam, Shamima Yesmin Sony
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2025-12-01
Series:	Results in Engineering
Assuntos:	Anaerobic digestion Methane optimization Aspen Plus simulation Machine learning Regression models
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S2590123025035194
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