Biogas production prediction model of food waste anaerobic digestion for energy optimization using mixup data augmentation-based global attention mechanism DOI
Zhiqiang Geng, Xinwei Shi, Bo Ma

et al.

Environmental Science and Pollution Research, Journal Year: 2024, Volume and Issue: 31(6), P. 9121 - 9134

Published: Jan. 6, 2024

Language: Английский

Biochar regulates anaerobic digestion: Insights to the roles of pore size DOI

Zhang-Wei He,

Ai-Hua Li,

Cong-Cong Tang

et al.

Chemical Engineering Journal, Journal Year: 2023, Volume and Issue: 480, P. 148219 - 148219

Published: Dec. 20, 2023

Language: Английский

Citations

29

Biochar symbiosis in anaerobic digestion to enhance biogas production: A comprehensive review DOI

Ranarup Kundu,

Bella Kunnoth,

Sridhar Pilli

et al.

Journal of Environmental Management, Journal Year: 2023, Volume and Issue: 344, P. 118743 - 118743

Published: Aug. 10, 2023

Language: Английский

Citations

25

Adsorptive removal of ciprofloxacin and sulfamethoxazole from aqueous matrices using sawdust and plastic waste-derived biochar: A sustainable fight against antibiotic resistance DOI
Rahul Silori, Jian Zang, Nirav P. Raval

et al.

Bioresource Technology, Journal Year: 2023, Volume and Issue: 387, P. 129537 - 129537

Published: July 22, 2023

Language: Английский

Citations

23

Biochar‐based catalysts derived from biomass waste: production, characterization, and application for liquid biofuel synthesis DOI
Van Nhanh Nguyen, Prabhakar Sharma, Lech Rowiński

et al.

Biofuels Bioproducts and Biorefining, Journal Year: 2024, Volume and Issue: 18(2), P. 594 - 616

Published: Feb. 1, 2024

Abstract Among the feasible options for valorizing lignocellulosic biomass into value‐added products, biochar is considered to be extremely appealing and it could applied easily in several established thermochemical processes. Biochar possesses a large surface area due its porous nature, which permits easy use various applications, including catalytic biofuel production. This work summarizes research on generation processes, critical physicochemical properties, factors that influence them. Important studies adopting catalysts liquid production are critically reviewed, reaction mechanisms yield analyzed. Finally, challenges of biochar‐based presented, together with possible solutions. In general, this current aims provide characteristics as potential catalyst synthesis toward sustainable bioenergy

Language: Английский

Citations

15

The role of biochar nanomaterials in the application for environmental remediation and pollution control DOI
Kaimei Zhang,

Runlin Cen,

Hasnain Moavia

et al.

Chemical Engineering Journal, Journal Year: 2024, Volume and Issue: 492, P. 152310 - 152310

Published: May 16, 2024

Language: Английский

Citations

15

Biochar produced from waste‐based feedstocks: Mechanisms, affecting factors, economy, utilization, challenges, and prospects DOI Creative Commons
Shams Forruque Ahmed,

Fatema Mehejabin,

Ashfaque Ahmed Chowdhury

et al.

GCB Bioenergy, Journal Year: 2024, Volume and Issue: 16(8)

Published: July 8, 2024

Abstract Biochar possesses unique characteristics, including a substantial surface area, high carbon content, sufficient capacity for cation exchange, and robust structure. However, biochar contains hazardous pollutants like volatile organic compounds that harm soil properties functionality. Although several studies on production from various feedstocks have been undertaken in recent years, issues about feedstock preparation, economic feasibility, influencing factors, the proper utilization of processes need to be addressed. This paper thus addresses these by providing potential solutions identified through comprehensive review. Slow pyrolysis lignocellulosic biomass Acacia nilotica yields 20 52 wt% at temperatures residence times. yield varies 29 48.3 when waste tires corn stalks are rapidly pyrolyzed higher shorter periods. Torrefaction algal moderate with different times can result 50–60 wt%. variability heterogeneity pose challenges affecting biochar's quality properties. Given its widespread use sequestration, remediation, wastewater purification, composting, mechanisms environmental usage investigated.

Language: Английский

Citations

9

Improving the prediction of biochar production from various biomass sources through the implementation of eXplainable machine learning approaches DOI
Van Giao Nguyen, Prabhakar Sharma, Ümit Ağbulut

et al.

International Journal of Green Energy, Journal Year: 2024, Volume and Issue: 21(12), P. 2771 - 2798

Published: March 14, 2024

Examining the game-changing possibilities of explainable machine learning techniques, this study explores fast-growing area biochar production prediction. The paper demonstrates how recent advances in sensitivity analysis methodology, optimization training hyperparameters, and state-of-the-art ensemble techniques have greatly simplified enhanced forecasting output composition from various biomass sources. argues that white-box models, which are more open comprehensible, crucial for prediction light increasing suspicion black-box models. Accurate forecasts guaranteed by these AI systems, also give detailed explanations mechanisms generating outcomes. For models to gain confidence processes enable informed decision-making, there must be an emphasis on interpretability openness. comprehensively synthesizes most critical features a rigorous assessment current literature relies authors' own experience. Explainable encourage ecologically responsible decision-making improving forecast accuracy transparency. Biochar is positioned as participant solving global concerns connected soil health climate change, ultimately contributes wider aims environmental sustainability renewable energy consumption.

Language: Английский

Citations

8

Systematic review on the residual chemicals in wastewater treatment sludge: Specifically focusing on the occurrence state and anaerobic bioprocess DOI
Junwei Yang,

Ling‐Long Shi,

X. Chen

et al.

Chemical Engineering Journal, Journal Year: 2024, Volume and Issue: 489, P. 151563 - 151563

Published: April 23, 2024

Language: Английский

Citations

8

Engineered biochar/hydrochar derived from organic wastes for energy, environmental, and agricultural applications DOI
Hari Bhakta Sharma, Kumar Raja Vanapalli, D. S. Bhatia

et al.

Clean Technologies and Environmental Policy, Journal Year: 2024, Volume and Issue: unknown

Published: May 23, 2024

Language: Английский

Citations

8

Biotechnology and biofuels: paving the way towards a sustainable and equitable energy for the future DOI Creative Commons
Soumitra Nath

Discover Energy, Journal Year: 2024, Volume and Issue: 4(1)

Published: June 14, 2024

Abstract This comprehensive review aims to explore and elucidate the pivotal role of biotechnology in biofuel production, specifically focusing on its contribution enhancing sustainability, efficiency, productivity energy sector. By examining various biotechnological approaches like genetic engineering, metabolic synthetic biology, it seeks provide insights into effectively harnessing generation processes, including integration machine learning life cycle assessment for microalgae cultivation harvesting. Additionally, sheds light multifaceted implications surrounding production consumption, addressing technological, ethical, social, economic considerations. Through critical analysis advantages challenges associated with biotechnology-driven development, offers a balanced perspective true potential biofuels as viable, sustainable, equitable source future. examination provides holistic symbiotic relationship between biofuels, highlighting how advancements techniques can pave way more sustainable resilient both promises limitations this context, contribute informed decision-making policy formulation drive transition toward cleaner paradigm. Graphical

Language: Английский

Citations

8