Concepedia

Boosting engineering strategies for plastic hydrocracking applications: a machine learning-based multi-objective optimization framework

Zhe Ma, Zhibo Zhang, Changyuan Wang, Jianlin Cao, Yibin Liu, Hao Yan, Xin Zhou, Xiang Feng, De Chen

Green Chemistry · 2025 · 12 citations · 36 references

DOI

Concepts

Abstract

A novel waste plastic pyrolysis oil hydrocracking process uniquely integrating process simulation with advanced deep learning models for multi-objective optimization.

References

36

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

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Expanding plastics recycling technologies: chemical aspects, technology status and challenges

Houqian Li, Horacio A. Aguirre‐Villegas, Robert D. Allen et al. · Green Chemistry · 2022 · 564 citations · Full text

, , +17

Plastic waste to fuels by hydrocracking at mild conditions

Sibao Liu, Pavel A. Kots, Brandon C. Vance et al. · Science Advances · 2021 · 561 citations · Full text

, , +12

Catalytic pyrolysis of plastic waste for the production of liquid fuels for engines

Supattra Budsaereechai, Andrew J. Hunt, Yuvarat Ngernyen · RSC Advances · 2019 · 282 citations · Full text

, , +16

Life cycle assessment of end-of-life treatments of waste plastics in China

Yuedong Chen, Zhaojie Cui, Xiaowei Cui et al. · Resources Conservation and Recycling · 2019 · 210 citations

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