Review on machine learning-based bioprocess optimization, monitoring, and control systems
Abstract Machine Learning is quickly becoming an impending game changer for
transforming big data thrust from the bioprocessing industry into actionable output. However …
transforming big data thrust from the bioprocessing industry into actionable output. However …
Advances in machine learning technology for sustainable biofuel production systems in lignocellulosic biorefineries
In view of the global climate change concerns, the society is approaching towards the
development of 'green'and renewable energies for sustainable future. The non-renewable …
development of 'green'and renewable energies for sustainable future. The non-renewable …
A novel optimization approach for biohydrogen production using algal biomass
P Sharma, M Sivaramakrishnaiah, B Deepanraj… - International Journal of …, 2024 - Elsevier
The objective of this research was to employ a low-cost device to produce biohydrogen with
several potential applications for clean energy. A multi-input and single-output (MISO) …
several potential applications for clean energy. A multi-input and single-output (MISO) …
Machine learning technology in biohydrogen production from agriculture waste: recent advances and future perspectives
Agricultural waste biomass has shown great potential to deliver green energy produced by
biochemical and thermochemical conversion processes to mitigate future energy crises …
biochemical and thermochemical conversion processes to mitigate future energy crises …
Machine learning in biohydrogen production: a review
Biohydrogen is emerging as a promising carbon-neutral and sustainable energy carrier with
high energy yield to replace conventional fossil fuels. However, biohydrogen commercial …
high energy yield to replace conventional fossil fuels. However, biohydrogen commercial …
[HTML][HTML] Prediction of hydrogen production in proton exchange membrane water electrolysis via neural networks
Advancements in water electrolysis technologies are crucial for green hydrogen production.
Proton exchange membrane water electrolysis (PEMWE) is characterized by its efficiency …
Proton exchange membrane water electrolysis (PEMWE) is characterized by its efficiency …
A review unveiling various machine learning algorithms adopted for biohydrogen productions from microalgae
Biohydrogen production from microalgae is a potential alternative energy source that is now
intensively being researched. The complex natures of the biological processes involved …
intensively being researched. The complex natures of the biological processes involved …
Latest avenues and approaches for biohydrogen generation from algal towards sustainable energy optimization: Recent innovations, artificial intelligence, challenges …
The limited resources of fossil fuels and bio energies, along with the environmental pollution
caused by their combustion, make it necessary to search for renewable and clean …
caused by their combustion, make it necessary to search for renewable and clean …
Improving hydrogen production from the anaerobic digestion of waste activated sludge: Effects of cobalt and iron zero valent nanoparticles
A Córdova-Lizama, C Carrera-Figueiras… - International Journal of …, 2022 - Elsevier
Recently, different metallic additives have been studied to improve biohydrogen production,
such as salts or oxides with iron and nickel. The results have been positive in simple …
such as salts or oxides with iron and nickel. The results have been positive in simple …
Kinetic model derived from machine learning for accurate prediction of microalgal hydrogen production via conversion from low thermally pre-treated palm kernel …
The depletion of fossil fuel sources and increase in energy demands have increased the
need for a sustainable alternative energy source. The ability to produce hydrogen from …
need for a sustainable alternative energy source. The ability to produce hydrogen from …