Cellulosic biomass fermentation for biofuel production: Review of artificial intelligence approaches

MH Naveed, MNA Khan, M Mukarram, SR Naqvi… - … and Sustainable Energy …, 2024 - Elsevier
Scarcity in fossil fuel reserves and their environmental impacts has forced the world towards
the production of clean and environment-friendly fuels called biofuels. This review focuses …

Techno-economic and environmental impact assessment of hydrogen production processes using bio-waste as renewable energy resource

A Hosseinzadeh, JL Zhou, X Li, M Afsari… - … and Sustainable Energy …, 2022 - Elsevier
There is a wide spectrum of biological wastes, from which H 2 production can generate
clean energy while minimizing environmental degradation. This study aims to conduct …

Review on machine learning-based bioprocess optimization, monitoring, and control systems

PP Mondal, A Galodha, VK Verma, V Singh… - Bioresource …, 2023 - Elsevier
Abstract Machine Learning is quickly becoming an impending game changer for
transforming big data thrust from the bioprocessing industry into actionable output. However …

Application of modern approaches to the synthesis of biohydrogen from organic waste

P Sharma, A Jain, BJ Bora, D Balakrishnan… - International Journal of …, 2023 - Elsevier
Hydrogen production with the use of biological processes and renewable feedstock may be
considered an economical and sustainable alternative fuel. The high calorific value and zero …

Deep learning–assisted phase equilibrium analysis for producing natural hydrogen

T Zhang, Y Zhang, K Katterbauer, A Al Shehri… - International Journal of …, 2024 - Elsevier
The development of natural hydrogen is an emerging topic in the current energy transition
trend. The production process involves compositional multiphase flow via subsurface porous …

Machine learning technology in biohydrogen production from agriculture waste: recent advances and future perspectives

AK Sharma, PK Ghodke, N Goyal, S Nethaji… - Bioresource …, 2022 - Elsevier
Agricultural waste biomass has shown great potential to deliver green energy produced by
biochemical and thermochemical conversion processes to mitigate future energy crises …

Machine learning-based prediction and optimization of green hydrogen production technologies from water industries for a circular economy

MM Kabir, SK Roy, F Alam, SY Nam, KS Im, L Tijing… - Desalination, 2023 - Elsevier
Currently, there exists a significant number of green hydrogen production (GHP)
technologies based on scaling-up issues (SCUI). Optimal prediction and process …

Biological hydrogen with industrial potential: Improvement and prospection in biohydrogen production

W Chen, T Li, Y Ren, J Wang, H Chen… - Journal of Cleaner …, 2023 - Elsevier
Hydrogen is an important industrial material and ideal secondary energy. It is widely used in
petrochemical, electronics, metallurgy, food processing, fine organic synthesis, and clean …

Machine learning in biohydrogen production: a review

A Alagumalai, B Devarajan, H Song… - Biofuel Research …, 2023 - biofueljournal.com
Biohydrogen is emerging as a promising carbon-neutral and sustainable energy carrier with
high energy yield to replace conventional fossil fuels. However, biohydrogen commercial …

A review of computational modeling techniques for wet waste valorization: Research trends and future perspectives

J Li, M Suvarna, L Li, L Pan, J Pérez-Ramírez… - Journal of Cleaner …, 2022 - Elsevier
The conversion of wet waste (eg, food waste, sewage sludge, and animal manure) into
bioenergy is a promising strategy for sustainable energy generation and waste …