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 …

Study on thermal degradation processes of polyethylene terephthalate microplastics using the kinetics and artificial neural networks models

T Chowdhury, Q Wang - Processes, 2023 - mdpi.com
Because of its slow rate of disintegration, plastic debris has steadily risen over time and
contributed to a host of environmental issues. Recycling the world's increasing debris has …

Thermal degradation kinetics of poly (ethylene terephthalate) from waste soft drinks bottles

B Saha, AK Ghoshal - Chemical Engineering Journal, 2005 - Elsevier
To overcome certain demerits of recycling and incineration, researchers across the world
have focused on development of value added products from waste plastics such as liquid …

Thermal degradation study of waste polyethylene terephthalate (PET) under inert and oxidative environments

P Das, P Tiwari - Thermochimica Acta, 2019 - Elsevier
Thermogravimetric analysis (TGA) of polyethylene terephthalate obtained from waste soft
drink bottles (PET-SDB) was carried out under inert (nitrogen) as well as reactive (synthetic …

Automated Classification of Undegraded and Aged Polyethylene Terephthalate Microplastics from ATR-FTIR Spectroscopy using Machine Learning Algorithms

CE Enyoh, Q Wang - Journal of Polymers and the Environment, 2024 - Springer
Automated analysis of microplastics is essential due to the labor-intensive, time-consuming,
and error-prone nature of manual methods. Attenuated Total Reflectance Fourier Transform …

Prediction of high-density polyethylene pyrolysis using kinetic parameters based on thermogravimetric and artificial neural networks

X Yin, J Tao, G Chen, X Yao, P Luan, Z Cheng… - … Science & Engineering, 2023 - Springer
Pyrolysis is considered an attractive option and a promising way to dispose waste plastics.
The thermogravimetric experiments of high-density polyethylene (HDPE) were conducted …

Degradation of polyethylene terephthalate microplastics by mineral acids: experimental, molecular modelling and optimization studies

T Chowdhury, Q Wang, CE Enyoh - Journal of Polymers and the …, 2022 - Springer
Mineral acids in the atmosphere breakdown on the action of oxygen and release acid gases
into atmosphere causing acid rain, which can chemically weather materials. We …

Exploring the Ambient-Temperature Degradation Reactions of PET through Two-Step Machine Learning and High-Throughput Experimentation

Y Wang, S Li, K Meng, Y Zhang, Z Fang… - ACS Sustainable …, 2024 - ACS Publications
Poly (ethylene terephthalate)(PET) is a prevalent single-use plastic, posing a significant
threat to the environment and human health due to its nondegradable properties. To …

Population-based models of thermoplastic degradation: using optimization to determine model parameters

MC Bruns, JH Koo, OA Ezekoye - Polymer degradation and stability, 2009 - Elsevier
A comparison of different model forms for non-oxidative thermoplastic degradation rate is
presented. A physically meaningful model is derived from a three-step radical …

[HTML][HTML] Enzymatic degradation of polyethylene terephthalate nanoplastics analyzed in real time by isothermal titration calorimetry

K Vogel, R Wei, L Pfaff, D Breite, H Al-Fathi… - Science of the Total …, 2021 - Elsevier
Plastics are globally used for a variety of benefits. As a consequence of poor recycling or
reuse, improperly disposed plastic waste accumulates in terrestrial and aquatic ecosystems …