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基于随机演化博弈模型的新能源汽车废旧电池回收效率提升研究

Research on accelerating the recycling efficiency of waste batteries for new energy vehicles based on a stochastic evolutionary game model.

作者信息

Mao Xiangyu, Wang Ying, Mao Yichong, Song Haohao

机构信息

Business School, Jiangsu Second Normal University, Nanjing, China.

College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China.

出版信息

Sci Rep. 2025 Jan 21;15(1):2594. doi: 10.1038/s41598-025-86184-8.

DOI:10.1038/s41598-025-86184-8
PMID:39833258
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11747434/
Abstract

Although the rapid development of new energy vehicles (NEV) has contributed greatly to China's carbon emission reduction, it has also brought about a problem that needs to be solved, namely the effective recycling of waste batteries. Existing recycling of waste batteries is plagued by a series of problems such as a single recycling channel, inconsistent recycling standards, lack of recycling technology, rampant irregular recycling enterprises, and low consumer participation. Meanwhile, due to the immaturity of the recycling market, the lack of clarity of existing regulations, and the lack of supervision and management, the above problems are becoming more and more serious. Therefore, to solve these problems, this paper constructs a four-party stochastic evolutionary game model including government regulators, NEV enterprises, third-party recycling enterprises, and consumers. Focus on analyzing the impact of relevant parameters on the choice of strategies by participants, and put forward proposed countermeasures to promote the effective recycling of waste batteries based on the conclusions.

摘要

尽管新能源汽车的快速发展对中国的碳排放减少做出了巨大贡献,但也带来了一个需要解决的问题,即废旧电池的有效回收。现有的废旧电池回收受到一系列问题的困扰,如回收渠道单一、回收标准不一致、回收技术缺乏、不规范回收企业猖獗以及消费者参与度低等。与此同时,由于回收市场不成熟、现有法规不明确以及缺乏监督管理,上述问题日益严重。因此,为了解决这些问题,本文构建了一个包括政府监管部门、新能源汽车企业、第三方回收企业和消费者的四方随机演化博弈模型。重点分析相关参数对参与者策略选择的影响,并根据结论提出促进废旧电池有效回收的对策建议。

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本文引用的文献

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2
A review on the recycling of spent lithium iron phosphate batteries.废旧磷酸铁锂电池的回收利用综述。
J Environ Manage. 2024 Feb;351:119670. doi: 10.1016/j.jenvman.2023.119670. Epub 2023 Nov 30.
3
Design and simulation of a cross-regional collaborative recycling system for secondary resources: A case of lead-acid batteries.
二次资源跨区域协同回收系统设计与模拟:以铅酸电池为例。
J Environ Manage. 2023 Dec 15;348:119181. doi: 10.1016/j.jenvman.2023.119181. Epub 2023 Oct 23.
4
Matching end-of-life household vehicle generation and recycling capacity in Chinese cities: A spatio-temporal analysis for 2022-2050.
Sci Total Environ. 2023 Nov 15;899:165498. doi: 10.1016/j.scitotenv.2023.165498. Epub 2023 Jul 12.
5
Carbon reduction behavior of waste power battery recycling enterprises considering learning effects.考虑学习效应的废旧动力电池回收企业碳减排行为。
J Environ Manage. 2023 Sep 1;341:118084. doi: 10.1016/j.jenvman.2023.118084. Epub 2023 May 3.
6
Comparative evaluation for recycling waste power batteries with different collection modes based on Stackelberg game.基于斯塔克尔伯格博弈的不同收集模式下废旧动力电池回收的比较评估
J Environ Manage. 2022 Jun 15;312:114892. doi: 10.1016/j.jenvman.2022.114892. Epub 2022 Mar 16.
7
Exploring the EPR system for power battery recycling from a supply-side perspective: An evolutionary game analysis.从供应侧角度探索动力电池回收的 EPR 系统:一个演化博弈分析。
Waste Manag. 2022 Mar 1;140:204-212. doi: 10.1016/j.wasman.2021.11.026. Epub 2021 Nov 26.
8
Green Recycling Methods to Treat Lithium-Ion Batteries E-Waste: A Circular Approach to Sustainability.绿色回收方法处理锂离子电池电子废物:可持续发展的循环方法。
Adv Mater. 2022 Jun;34(25):e2103346. doi: 10.1002/adma.202103346. Epub 2021 Oct 10.
9
Electric car battery: An overview on global demand, recycling and future approaches towards sustainability.电动汽车电池:全球需求、回收利用及未来可持续发展方法综述。
J Environ Manage. 2021 Oct 1;295:113091. doi: 10.1016/j.jenvman.2021.113091. Epub 2021 Jun 23.
10
Management status of waste lithium-ion batteries in China and a complete closed-circuit recycling process.中国废弃锂离子电池的管理现状及完整的闭路回收流程。
Sci Total Environ. 2021 Jul 1;776:145913. doi: 10.1016/j.scitotenv.2021.145913. Epub 2021 Feb 18.