Litcius/Paper detail

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

2025Green Chemistry12 citationsDOI

Abstract

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

Topics & Concepts

Boosting (machine learning)CrackingProcess (computing)Computer sciencePyrolysisProcess engineeringPlastic wasteArtificial intelligenceMachine learningBiochemical engineeringMaterials scienceEngineeringWaste managementComposite materialOperating systemProcess Optimization and IntegrationBiofuel production and bioconversion