Applications of machine learning in thermochemical conversion of biomass-A review

SR Naqvi, Z Ullah, SAA Taqvi, MNA Khan, W Farooq… - Fuel, 2023 - Elsevier
Thermochemical conversion of biomass has been considered a promising technique to
produce alternative renewable fuel sources for future energy supply. However, these …

Characteristics of hydrogen production from steam gasification of plant-originated lignocellulosic biomass and its prospects in Vietnam

AT Hoang, ZH Huang, S Nižetić, A Pandey… - International journal of …, 2022 - Elsevier
Demands for the decline of CO 2 emissions resulted in a significant transformation of the
energy systems working on carbon sources towards more sustainable, clean, and …

[HTML][HTML] A comprehensive review of biomass based thermochemical conversion technologies integrated with CO2 capture and utilisation within BECCS networks

M Shahbaz, A AlNouss, I Ghiat, G Mckay… - Resources …, 2021 - Elsevier
The future of the global environment is at threat due to global warming and climate change
primarily driven by greenhouse gas emissions. Bioenergy with carbon dioxide capture and …

Applying artificial neural networks (ANNs) to solve solid waste-related issues: A critical review

A Xu, H Chang, Y Xu, R Li, X Li, Y Zhao - Waste Management, 2021 - Elsevier
Artificial neural networks (ANNs) have recently attracted significant attention in
environmental areas because of their great self-learning capability and good accuracy in …

Towards sustainable coal industry: Turning coal bottom ash into wealth

H Zhou, R Bhattarai, Y Li, B Si, X Dong, T Wang… - Science of the Total …, 2022 - Elsevier
Although the world is gradually moving towards renewable energy resources, the coal
industry will continue to be a major energy supply sector in the foreseeable future. However …

Bioresource upgrade for sustainable energy, environment, and biomedicine

F Li, Y Li, KS Novoselov, F Liang, J Meng, SH Ho… - Nano-Micro Letters, 2023 - Springer
We conceptualize bioresource upgrade for sustainable energy, environment, and
biomedicine with a focus on circular economy, sustainability, and carbon neutrality using …

Co-gasification of rice husk and plastic in the presence of CaO using a novel ANN model-incorporated Aspen plus simulation

J Salisu, N Gao, C Quan, J Yanik, N Artioli - Journal of the Energy Institute, 2023 - Elsevier
This study presents a novel model for the simulation of co-gasification of rice husk and
plastic using Aspen Plus. The new approach involved using an artificial neural network …

Machine learning methods for modeling conventional and hydrothermal gasification of waste biomass: A review

GC Umenweke, IC Afolabi, EI Epelle… - Bioresource Technology …, 2022 - Elsevier
Conventional and hydrothermal gasification are promising thermochemical technologies for
the production of syngas from waste biomass. Both gasification processes are complex, with …

Recent developments on sewage sludge pyrolysis and its kinetics: Resources recovery, thermogravimetric platforms, and innovative prospects

SR Naqvi, R Tariq, M Shahbaz, M Naqvi… - Computers & Chemical …, 2021 - Elsevier
Sewage sludge is a by-product of the wastewater treatment process, which has the potential
to be a source of transport fuels, heat, and power using the pyrolysis process. Considering …