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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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Kaydedildi:
Asıl Yazarlar: Md. Anonno Habib Akash, Md. Shameem Hossain, Md. Muhaiminul Islam, Kazi Siamul Islam, Md. Nasirul Islam, Shamima Yesmin Sony
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Elsevier 2025-12-01
Seri Bilgileri:Results in Engineering
Konular:
Anaerobic digestion
Methane optimization
Aspen Plus simulation
Machine learning
Regression models
Online Erişim:http://www.sciencedirect.com/science/article/pii/S2590123025035194
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