Assessment of machine learning-based methods predictive suitability for migration pollutants from microplastics degradation

M Kida, K Pochwat, S Ziembowicz - Journal of Hazardous Materials, 2024 - Elsevier
The aim of the work was to assess the usefulness of machine learning in predicting the
migration of pollutants from microplastics. The search for methods to reduce unnecessary …

[HTML][HTML] Microplastics in Sewage Sludge: Worldwide Presence in Biosolids, Environmental Impact, Identification Methods and Possible Routes of Degradation …

Z Prus, M Wilk - Energies, 2024 - mdpi.com
Biomass-to-biofuel conversion represents a critical component of the global transition to
renewable energy. One of the most accessible types of biomass is sewage sludge (SS). This …

The use of artificial neural networks in modelling migration pollutants from the degradation of microplastics

M Kida, K Pochwat, S Ziembowicz, H Pizzo - Science of The Total …, 2023 - Elsevier
The objective of this article was to assess the effectiveness of simulation models in
predicting the emission of additives from microplastics. The variety of plastics, their chemical …

An introduction to machine learning tools for the analysis of microplastics in complex matrices

BR Coleman - Environmental Science: Processes & Impacts, 2025 - pubs.rsc.org
As microplastic (MP) particles continue to spread globally, their pervasive presence is
increasingly problematic. Analyzing MPs in matrices as varied as soil, river water, and …

Kinetic and thermodynamic analysis of the PET-date seed mixture co-pyrolysis using Coats-Redfern method

RSA Nounou, IA Shaban, L Ali, M Altarawneh… - Renewable Energy, 2024 - Elsevier
This study focuses on improving the polyethylene terephthalate (PET) pyrolysis outcome by
incorporating date pits in a balanced 50–50 mixture. The effect of date pit addition on the co …

Thermal degradation evaluation of polyethylene terephthalate microplastics: Insights from kinetics and machine learning algorithms using non-isoconversional TGA …

CE Enyoh, PE Ovuoraye, MH Rabin, W Qingyue… - Journal of …, 2024 - Elsevier
The thermal stability of polyethylene terephthalate (PET) microplastics (MPs) is crucial in
diverse applications, necessitating a comprehensive understanding of their behavior under …

Comprehensive kinetic study of PET pyrolysis using TGA

Z Alhulaybi, I Dubdub - Polymers, 2023 - mdpi.com
The pyrolysis of polyethylene terephthalate (PET) is a well-known process for producing
high fuel value. This paper aims to study the kinetics of PET pyrolysis reactions at 4 different …

Fast co-pyrolysis of corncob with plastics: Evaluation of thermal behavior using deconvolution procedure, kinetic analysis and product characterization

AA Shagali, H Qing, S Hu, ME Mostafa, K Xu, J Xu… - Fuel, 2025 - Elsevier
In this study, the co-pyrolysis of corncob (CC) with polyethylene terephthalate (PET) and
polyvinyl chloride (PVC) was first carried out at different blending ratios in a concentrating …

An Alternative Approach to Plastic Recycling: Fabrication and Characterization of rPET/CA Nanofiber Carriers to Enhance Porcine Pancreatic Lipase Stability …

C IŞIK - ACS omega, 2024 - ACS Publications
In response to the increasing demand for sustainable technologies, this study presents a
novel approach to plastic recycling. In this study, a method was presented to produce …

Delving into textile fast pyrolysis: A holistic study on the effects of feedstock and temperature variability

YW Cheng, J Huang, X Tang, W Fu, D Xu… - Journal of Cleaner …, 2024 - Elsevier
Perpetual fast fashion wave, dismal global recycling rate, and poor circularity of textiles
urged sustainable textile waste disposal solution in lieu of incineration and landfilling …