Current Opinion in Green and Sustainable Chemistry, Journal Year: 2022, Volume and Issue: 38, P. 100713 - 100713
Published: Oct. 18, 2022
Language: Английский
Current Opinion in Green and Sustainable Chemistry, Journal Year: 2022, Volume and Issue: 38, P. 100713 - 100713
Published: Oct. 18, 2022
Language: Английский
Carbon Neutrality, Journal Year: 2024, Volume and Issue: 3(1)
Published: Jan. 8, 2024
Abstract The utilization of biochar derived from biomass residue to enhance anaerobic digestion (AD) for bioenergy recovery offers a sustainable approach advance energy and mitigate climate change. However, conducting comprehensive research on the optimal conditions AD experiments with addition poses challenge due diverse experimental objectives. Machine learning (ML) has demonstrated its effectiveness in addressing this issue. Therefore, it is essential provide an overview current ML-optimized processes biochar-enhanced order facilitate more systematic ML tools. This review comprehensively examines material flow preparation impact comprehension reviewed optimize production process perspective. Specifically, summarizes application techniques, based artificial intelligence, predicting yield properties residues, as well their AD. Overall, analysis address challenges recovery. In future research, crucial tackle that hinder implementation pilot-scale reactors. It recommended further investigate correlation between physicochemical process. Additionally, enhancing role throughout entire holds promise achieving economically environmentally optimized efficiency. Graphical
Language: Английский
Citations
14Clean Technologies and Environmental Policy, Journal Year: 2024, Volume and Issue: unknown
Published: May 23, 2024
Language: Английский
Citations
8Biomass and Bioenergy, Journal Year: 2024, Volume and Issue: 186, P. 107271 - 107271
Published: May 31, 2024
Language: Английский
Citations
8Environmental Pollution, Journal Year: 2022, Volume and Issue: 307, P. 119549 - 119549
Published: May 26, 2022
Language: Английский
Citations
33Current Opinion in Green and Sustainable Chemistry, Journal Year: 2022, Volume and Issue: 38, P. 100713 - 100713
Published: Oct. 18, 2022
Language: Английский
Citations
30