Biochar production techniques utilizing biomass waste-derived materials and environmental applications – A review

Journal of Hazardous Materials Advances, Год журнала: 2022, Номер 7, С. 100134 - 100134

Опубликована: Июль 23, 2022

Язык: Английский

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Machine-learning-aided thermochemical treatment of biomass: a review

Biofuel Research Journal, Год журнала: 2023, Номер 10(1), С. 1786 - 1809

Опубликована: Фев. 28, 2023

Thermochemical treatment is a promising technique for biomass disposal and valorization. Recently, machine learning (ML) has been extensively used to predict yields, compositions, properties of biochar, bio-oil, syngas, aqueous phases produced by the thermochemical biomass. ML demonstrates great potential aid development processes. The present review aims 1) introduce schemes strategies as well descriptors input output features in processes; 2) summarize compare up-to-date research both ML-aided wet (hydrothermal carbonization/liquefaction/gasification) dry (torrefaction/pyrolysis/gasification) (i.e., predicting oil/char/gas/aqueous thermal conversion behavior or kinetics); 3) identify gaps provide guidance future studies concerning how improve predictive performance, increase generalizability, mechanistic application studies, effectively share data models community. processes envisaged be greatly accelerated near future.

Язык: Английский

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Environmental life cycle assessment of biomass conversion using hydrothermal technology: A review

Fuel Processing Technology, Год журнала: 2023, Номер 246, С. 107747 - 107747

Опубликована: Апрель 8, 2023

Язык: Английский

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Advances in machine learning technology for sustainable biofuel production systems in lignocellulosic biorefineries

The Science of The Total Environment, Год журнала: 2023, Номер 886, С. 163972 - 163972

Опубликована: Май 8, 2023

Язык: Английский

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A Comprehensive Review of Biochar Utilization for Low-Carbon Flexible Asphalt Pavements

Sustainability, Год журнала: 2023, Номер 15(8), С. 6729 - 6729

Опубликована: Апрель 16, 2023

A large amount of biomass waste is produced globally, and its production improper management are major environmental issues. Pavement industries consume amounts natural resources adversely impact the environment. Thus, utilization materials, such as biochar from biomass, has been prioritized an innovative sustainable strategy. However, there currently a paucity knowledge regarding performance in flexible asphalt pavements. purpose this study was to provide comprehensive literature review studies conducted between 2010 2022 on advancement application pavement production. This also highlights materials (feedstocks) processes. further evaluates viability carbon-neutral material utilized producing Owing exceptional variable physicochemical properties, demonstrated improved for variety applications According review, optimum performance, particle size < 75 µm recommended modifier binders mixtures with content range 5–10 wt.% binder, while 1–5 mm filter layer. In addition, concluded that material, many possibilities can aid reducing CO2 emissions. The challenges future perspectives, underlying niches, research suggestions industry highlighted. As result, will contribute increased sustainability eco-friendliness pavements by encouraging transition carbon-negative emission-reducing current assist researchers identifying gaps encourage high-potential, sustainable, multifaceted greater benefits.

Язык: Английский

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Recent advances and future prospects of thermochemical biofuel conversion processes with machine learning

Chemical Engineering Journal, Год журнала: 2023, Номер 471, С. 144503 - 144503

Опубликована: Июль 1, 2023

Язык: Английский

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Unlocking the potential of agricultural waste as biochar for sustainable biodiesel production: A comprehensive review

Bioresource Technology Reports, Год журнала: 2024, Номер 26, С. 101848 - 101848

Опубликована: Апрель 21, 2024

Язык: Английский

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Production and modifications of biochar to engineered materials and its application for environmental sustainability: a review

Biochar, Год журнала: 2024, Номер 6(1)

Опубликована: Июнь 21, 2024

Abstract Biochar, a carbon-rich material produced from biomass waste through thermal conversion, holds great environmental promise. This article offers comprehensive overview of the various feedstocks used in biochar production, different types degradation processes, characterization, properties, modifications to engineered materials, and their applications environment. The quality biochar, including surface area, pore size volume, functional group formation, is significantly influenced by specific conditions under which conversion takes place. Each diverse processes employed produce yields distinct set properties final product. In recent years, has gained widespread recognition utilization fields such as wastewater treatment, carbon sequestration, reduction greenhouse gas emissions, biogas catalysis biofuel industries, construction, soil enhancement. summary, promising mitigation tool achieve sustainable addition its benefits, application presents several challenges, selection feedstocks, methods biochar. current review summarizes factors that could lead significant advancements future applications. Graphical

Язык: Английский

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Co-pyrolysis of biomass and plastic wastes and application of machine learning for modelling of the process: A comprehensive review

Journal of the Energy Institute, Год журнала: 2025, Номер 119, С. 101973 - 101973

Опубликована: Янв. 5, 2025

Язык: Английский

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Advancements in biomass waste conversion to sustainable biofuels via gasification

Chemical Engineering Journal, Год журнала: 2025, Номер 505, С. 159151 - 159151

Опубликована: Янв. 6, 2025

Язык: Английский

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