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SPECIAL AND COMPREHENSIVE REVIEW

Exploration of the scientific development of AI-assisted pyrolysis of
waste plastics（Part A）

Zhang Yougen

(Shanghai First Plastic Machinery Factory, Shanghai 201201, China)
Abstract: The pyrolysis of waste plastics, as a kind of environmentally friendly and efficient waste
treatment method, has received widespread attention. This paper expounds the development strategy
of the basic theoretical system for AI waste plastics pyrolysis; explores the main functional analysis and key
technology implementation strategies of the AI waste plastics pyrolysis model; explores the design of the AI
waste plastics pyrolysis system; expounds and analyzes the application cases of AI waste plastics pyrolysis;
discusses the future development trends and challenges of AI waste plastics pyrolysis technology, pointing
out that how to achieve the optimal environmentally friendly waste plastics pyrolysis has become a key issue
that needs to be urgently addressed. This paper provides a reference for intelligent solutions for waste plastics
pyrolysis.
Key words: AI; waste plastics; pyrolysis; scientific development
Classification number: TQ320.9 Article number: 1009-797X(2026)02-0001-09
Document code: B DOI:10.13520/j.cnki.rpte.2026.02.001

In recent years, with the rapid development of AI and system; elaborates and analyzes the application cases of AI
its widespread application in various fields, the pyrolysis waste plastic pyrolysis; discusses the future development
of waste plastics empowered by AI has gradually emerged, trends and challenges of AI waste plastic pyrolysis technology,
demonstrating tremendous potential and prospects. The pointing out that how to achieve the optimal environmentally
pyrolysis technology of waste plastics empowered by AI friendly waste plastic pyrolysis has become a key issue
optimizes the pyrolysis process through intelligent means, that needs to be urgently addressed. This article provides a
improves pyrolysis efficiency, reduces energy consumption, reference for intelligent solutions for waste plastic pyrolysis.
and achieves efficient resource utilization of waste materials.
It is expected to provide a more environmentally friendly, 1 Development strategy for the basic
efficient, and sustainable green solution to address the theoretical system of AI waste plastic
environmental problems of waste plastics. This not only pyrolysis
enhances the intelligent level of pyrolysis but also promotes the The AI theoretical system has been introduced into
dual improvement of environmental protection and economic the field of waste plastic pyrolysis. Based on the scientific
benefits, providing a sustainable green solution to the problem development of environmentally friendly green pyrolysis of
of plastic pollution. waste plastics, an AI-based fundamental theoretical system
This article expounds on the development strategy of
the basic theoretical system for AI waste plastic pyrolysis; Biography: Zhang Yougen (1947-), male, is a professor-level senior
engineer who has been enjoying a lifelong special government allowance
explores the main functional analysis and key technology
from the State Council. He is primarily engaged in research related to
implementation strategies of the AI waste plastic pyrolysis plastic materials and processes, and has published numerous papers in
model; explores the design of the AI waste plastic pyrolysis national journals.

Vol.52，2026 ·1·