[HTML][HTML] Machine-learning-aided thermochemical treatment of biomass: a review

H Li, J Chen, W Zhang, H Zhan, C He… - Biofuel Research …, 2023 - biofueljournal.com
Thermochemical treatment is a promising technique for biomass disposal and valorization.
Recently, machine learning (ML) has been extensively used to predict yields, compositions …

Machine learning for hydrothermal treatment of biomass: A review

W Zhang, Q Chen, J Chen, D Xu, H Zhan, H Peng… - Bioresource …, 2023 - Elsevier
Abstract Hydrothermal treatment (HTT)(ie, hydrothermal carbonization, liquefaction, and
gasification) is a promising technology for biomass valorization. However, diverse variables …

A review of biomass pyrolysis gas: Forming mechanisms, influencing parameters, and product application upgrades

Y Zhang, Y Liang, S Li, Y Yuan, D Zhang, Y Wu, H **e… - Fuel, 2023 - Elsevier
Biomass energy has become the fourth largest energy source following coal, oil, and natural
gas due to its abundantly available sources. At present, pyrolysis oil and biochar are the …

A review on the NOx precursors release during biomass pyrolysis

H Chen, R Shan, F Zhao, J Gu, Y Zhang, H Yuan… - Chemical Engineering …, 2023 - Elsevier
Pyrolysis, as a means of utilizing biomass resources, converts fuel-N in biomass into N-
containing compounds, such as pyrrole-N, pyridine-N and nitrile-N. These compounds can …

Straw and wood based biochar for CO2 capture: Adsorption performance and governing mechanisms

L Cao, X Zhang, Y Xu, W **ang, R Wang, F Ding… - Separation and …, 2022 - Elsevier
Biochar derived from seven kinds of straw and wood biomass were prepared and
characterized. Their CO 2 adsorption performances and the governing mechanisms were …

Hydrothermal carbonization of glucose: Secondary char properties, reaction pathways, and kinetics

G Ischia, M Cutillo, G Guella, N Bazzanella… - Chemical Engineering …, 2022 - Elsevier
Hydrothermal carbonization (HTC) is a promising green route to synthesize carbon materials
and valorize biomass waste. The intricacy behind the conversion is enormous, requiring …

CO2 capture by adsorption on biomass-derived activated char: A review

C Goel, S Mohan, P Dinesha - Science of The Total Environment, 2021 - Elsevier
Carbon capture and storage has been recognized as the most promising method for CO 2
control. Among the many sorbents, char derived from pyrolysis and hydrothermal …

Machine learning predicting and engineering the yield, N content, and specific surface area of biochar derived from pyrolysis of biomass

L Leng, L Yang, X Lei, W Zhang, Z Ai, Z Yang, H Zhan… - Biochar, 2022 - Springer
Biochar produced from pyrolysis of biomass has been developed as a platform
carbonaceous material that can be used in various applications. The specific surface area …

Machine learning prediction and optimization of bio-oil production from hydrothermal liquefaction of algae

W Zhang, J Li, T Liu, S Leng, L Yang, H Peng… - Bioresource …, 2021 - Elsevier
Hydrothermal liquefaction (HTL) of algae is a promising biofuel production technology.
However, it is always difficult and time-consuming to identify the best optimal conditions of …

[HTML][HTML] Machine learning models for the prediction of total yield and specific surface area of biochar derived from agricultural biomass by pyrolysis

A Hai, G Bharath, MFA Patah, WMAW Daud… - … Technology & Innovation, 2023 - Elsevier
Organic biomass pyrolysis to produce biochar is a viable approach to sustainably convert
agricultural residues. The yield and SSA of biochar are contingent upon the biomass type …