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Research on Efficient Energy Conversion and Intelligentization of Nuclear Waste Reutilization under the Background of New-Quality Productive Forces

Author(s)

Zixuan Wang, Chengjie Shao, Mengmei Wang*, Huiying Wang

Affiliation(s)

Kewen College, Jiangsu Normal University, Xuzhou, Jiangsu, China *Corresponding Author

Abstract

This paper focuses on the context of new productive forces, conducting an in-depth study on the efficient energy conversion and intelligent management of nuclear waste recycling. By exploring the application prospects of the nuclear waste industry, it analyzes the principles, current status, and the opportunities and challenges of nuclear waste energy technology under the "dual carbon" goal. The research constructs a comprehensive evaluation system including the coefficient of variation method, multiple regression, and mediation effect models, and employs LSTM and Random Forest models for long-term benefit evaluation. Empirical results show that the application degree of new productive forces, R&D investment, and infrastructure perfection have significant positive impacts on efficient energy conversion, with technical indicators contributing the most to long-term benefits. Case studies demonstrate that closed-loop fuel cycles and intelligent management are key to enhancing economic feasibility and safety. This study provides new ideas and methodological support for the development of nuclear waste treatment and the energy field.

Keywords

New Productive Forces; Nuclear Waste Recycling; Energy-Efficient Conversion; Intelligent Management; LSTM Model

References

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