A review on catalytic co-pyrolysis of biomass and plastics waste as a thermochemical conversion to produce valuable products

F Mo, H Ullah, N Zada, A Shahab - Energies, 2023 - mdpi.com
In order to satisfy the increasing need for renewable chemicals and fuels, it is important to
replace petroleum-based products with alternative feedstocks. Lignocellulosic biomass is …

[HTML][HTML] Machine learning applications in biomass pyrolysis: from biorefinery to end-of-life product management

DA Akinpelu, OA Adekoya, PO Oladoye… - Digital Chemical …, 2023 - Elsevier
The thermochemical conversion of biomass is a promising technology due to its cost-
effectiveness and feedstock flexibility, with pyrolysis being a particularly noteworthy method …

Using evolutionary machine learning to characterize and optimize co-pyrolysis of biomass feedstocks and polymeric wastes

H Shahbeik, A Shafizadeh, MH Nadian, D Jeddi… - Journal of Cleaner …, 2023 - Elsevier
Co-pyrolysis of biomass feedstocks with polymeric wastes is a promising strategy for
improving the quantity and quality parameters of the resulting liquid fuel. Numerous …

Co-pyrolysis of biomass and different plastic waste to reduce hazardous waste and subsequent production of energy products: A review on advancement, synergies …

A Nawaz, SA Razzak - Renewable Energy, 2024 - Elsevier
Global energy consumption has increased as a result of a growing population and
industrialization, leading to a number of complications such as fossil fuel exhaustion …

Recent advances in plastic waste pyrolysis for liquid fuel production: Critical factors and machine learning applications

J Li, D Yu, L Pan, X Xu, X Wang, Y Wang - Applied Energy, 2023 - Elsevier
It is urgent to promote the technology development of plastic waste (PW) valorization to
mitigate the present serious plastic pollution. Pyrolysis has been widely used to convert PW …

[HTML][HTML] Kinetic and thermodynamic behavior of co-pyrolysis of olive pomace and thermoplastic waste via thermogravimetric analysis

N Sánchez-Ávila, A Cardarelli, M Carmona-Cabello… - Renewable Energy, 2024 - Elsevier
This work represents the first attempt to analyze kinetics, thermodynamics and reaction
mechanism of olive pomace (OP) and waste plastic materials (PM) co-pyrolysis. Among PM …

[HTML][HTML] Experimental and computational study on xylan pyrolysis: the pyrolysis mechanism of main branched monosaccharides

B Hu, WM Zhang, XW Guo, J Liu, X Yang… - Fuel Processing …, 2024 - Elsevier
The high percentage of branched units with different structures leads to the complex
pyrolysis chemistry and product distribution of hemicellulose. In this study, four main …

Microscopic mechanism for CO2-assisted co-gasification of polyethylene and softwood lignin: A reactive force field molecular dynamics study

Y Pang, X Zhu, N Li, Z Wang - Energy, 2024 - Elsevier
Co-gasification of biomass and waste plastic to produce syngas and value-added products
is an attractive technology for renewable energy utilization and waste disposal. CO 2 as a …

Study on biomass and polymer catalytic co-pyrolysis product characteristics using machine learning and shapley additive explanations (SHAP)

J Qi, Y Wang, P Xu, T Huhe, X Ling, H Yuan, Y Chen… - Fuel, 2025 - Elsevier
Biomass and polymer catalytic co-pyrolysis can convert waste into higher-quality fuels,
thereby reducing the use of fossil fuels to some extent. However, this process is an …

Artificial intelligence in plastic recycling and conversion: A review

Y Fang, Y Wen, L Dai, CH Wang, S You, W Li - … Conservation and Recycling, 2025 - Elsevier
Artificial intelligence (AI) has great potential in promoting sustainable plastic waste recycling
and management. This review explores the integration of AI in plastic waste recycling and …