[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 …
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 …
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
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 …
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 …
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 …
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 …
and valorize biomass waste. The intricacy behind the conversion is enormous, requiring …
CO2 capture by adsorption on biomass-derived activated char: A review
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 …
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
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 …
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 …
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
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 …
agricultural residues. The yield and SSA of biochar are contingent upon the biomass type …