Advances in machine learning for high value-added applications of lignocellulosic biomass
H Ge, J Zheng, H Xu - Bioresource Technology, 2023 - Elsevier
Lignocellulose can be converted into biofuel or functional materials to achieve high value-
added utilization. Biomass utilization process is complex and multi-dimensional. This paper …
added utilization. Biomass utilization process is complex and multi-dimensional. This paper …
[HTML][HTML] Effect of pyrolysis temperature on the physiochemical properties of biochar and its potential use in anaerobic digestion: a critical review
A comprehensive study was conducted to assess the influence of pyrolysis temperature
(PyT) on the properties of biochar (BC) and its potential application in anaerobic digestion …
(PyT) on the properties of biochar (BC) and its potential application in anaerobic digestion …
Tree-based machine learning model for visualizing complex relationships between biochar properties and anaerobic digestion
The ideal conditions for anaerobic digestion experiments with biochar addition are
challenging to thoroughly study due to different experimental purposes. Therefore, three tree …
challenging to thoroughly study due to different experimental purposes. Therefore, three tree …
Impacts of biochar derived from oil sludge on anaerobic digestion of sewage sludge: Performance and associated mechanisms
L Feng, T Hu, H Ma, Z Gao, Y Liu, S He, J Ding… - Journal of Cleaner …, 2023 - Elsevier
The addition of biochar is a promising strategy to improve methane production via
strengthening direct interspecies electron transfer (DIET) in anaerobic digestion (AD) field. In …
strengthening direct interspecies electron transfer (DIET) in anaerobic digestion (AD) field. In …
Machine learning applications for biochar studies: A mini-review
Biochar is a promising carbon sink whose application can assist in reducing carbon
emissions. Development of this technology currently relies on experimental trials, which are …
emissions. Development of this technology currently relies on experimental trials, which are …
Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities
Carbon capture, utilization, and sequestration (CCUS) is a promising solution to
decarbonize the energy and industrial sector to mitigate climate change. An integrated …
decarbonize the energy and industrial sector to mitigate climate change. An integrated …
A machine learning assisted prediction of potential biochar and its applications in anaerobic digestion for valuable chemicals and energy recovery from organic waste
P Zhang, T Zhang, J Zhang, H Liu, C Chicaiza-Ortiz… - Carbon Neutrality, 2024 - Springer
The utilization of biochar derived from biomass residue to enhance anaerobic digestion (AD)
for bioenergy recovery offers a sustainable approach to advance sustainable energy and …
for bioenergy recovery offers a sustainable approach to advance sustainable energy and …
Navigating the molecular landscape of environmental science and heavy metal removal: A simulation-based approach
Heavy metals pose a significant threat to ecosystems and human health because of their
toxic properties and their ability to bioaccumulate in living organisms. Traditional removal …
toxic properties and their ability to bioaccumulate in living organisms. Traditional removal …
Interpretable ensemble prediction for anaerobic digestion performance of hydrothermal carbonization wastewater
Z Ma, R Wang, G Song, K Zhang, Z Zhao… - Science of The Total …, 2024 - Elsevier
Hydrothermal carbonization (HTC) is a method to improve fuel quality that can directly treat
wet solid waste, but the treatment produces large amounts of wastewater. Hydrothermal …
wet solid waste, but the treatment produces large amounts of wastewater. Hydrothermal …
Machine learning approach for predicting anaerobic digestion performance and stability in direct interspecies electron transfer-stimulated environments
Direct interspecies electron transfer (DIET) stimulation in anaerobic digestion (AD)
processes by adding conductive materials has been reported to improve process stability …
processes by adding conductive materials has been reported to improve process stability …