Evaluating circular economy strategies for raw material recovery from end-of-life lithium-ion batteries: A system dynamics model

IF 10.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL STUDIES
Bhanu Pratap , T.V. Krishna Mohan , R.K. Amit , Shankar Venugopal
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Abstract

Across the globe, with the increasing emphasis on decarbonization, lithium-ion battery (LIB) demand for mobility (which serves as a power source for electric vehicles) and stationary energy storage sector (SESs) increases, which generates a large stock of end-of-life (EOL) LIBs. Continually increasing the stock of EOL LIB having different LIB variants necessitates the development of efficient circular economy (CE) strategies (recycling and repurposing) to recover raw materials contained in them. Focusing on different CE strategies, we develop a system dynamics model to address the complexity of the raw material recovery process by analyzing the interrelationship between collection rate (government), EOL LIB variant mix (consumer preference), and EOL LIB allocation to recycling and repurposing (Battery OEMs). Our analysis reveals that a high EOL collection rate and recycling reduces the raw material (Lithium (Li), Nickel (Ni), and Cobalt (Co)) demand by 2%–17% based on LIB variant proportion in EOL LIB stock. We observe thrice higher Co recovery and 1.5 times higher Ni recovery in material-rich battery chemistries as compared to others. Repurposing delays the raw material recovery but reduces LIB’s demand for SESs. In addition, we observe that the repurposed EOL LIB supply increases the recyclable EOL LIB supply by 0.027–0.2 million units at the end of 2030. Hence, it is imperative for emerging economic countries like India, with scarce strategic raw materials sources and increasing demand for LIB from mobility and SES sectors, to frame policies that incentivize the collection and EOL handling process infrastructure and prioritize between recycling and repurposing of EOL LIBs.

评估从报废锂离子电池中回收原材料的循环经济战略:系统动力学模型
在全球范围内,随着对去碳化的日益重视,移动领域(作为电动汽车的动力源)和固定储能领域(SES)对锂离子电池(LIB)的需求不断增加,从而产生了大量报废(EOL)锂离子电池。由于不同种类的惰性发光二极管(LIB)不断增加,因此有必要制定高效的循环经济(CE)战略(回收和再利用),以回收其中所含的原材料。针对不同的循环经济战略,我们建立了一个系统动力学模型,通过分析收集率(政府)、EOL LIB 变体组合(消费者偏好)以及 EOL LIB 回收和再利用分配(电池原始设备制造商)之间的相互关系,来解决原材料回收过程的复杂性。我们的分析表明,根据 EOL LIB 库存中 LIB 变体的比例,高 EOL 回收率和循环利用可将原材料(锂(Li)、镍(Ni)和钴(Co))需求减少 2%-17%。我们观察到,与其他电池相比,材料丰富的电池化学制品的钴回收率高出三倍,镍回收率高出 1.5 倍。再利用延迟了原材料的回收,但减少了锂电池对 SES 的需求。此外,我们还观察到,到 2030 年底,经过再利用的 EOL LIB 供应将使可回收的 EOL LIB 供应量增加 0.027-0.2 百万单位。因此,对于印度这样的新兴经济国家来说,由于战略原材料来源稀缺,而移动和 SES 行业对锂电池的需求不断增加,因此必须制定政策,激励收集和 EOL 处理流程基础设施,并在 EOL LIB 的回收和再利用之间确定优先次序。
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来源期刊
Sustainable Production and Consumption
Sustainable Production and Consumption Environmental Science-Environmental Engineering
CiteScore
17.40
自引率
7.40%
发文量
389
审稿时长
13 days
期刊介绍: Sustainable production and consumption refers to the production and utilization of goods and services in a way that benefits society, is economically viable, and has minimal environmental impact throughout its entire lifespan. Our journal is dedicated to publishing top-notch interdisciplinary research and practical studies in this emerging field. We take a distinctive approach by examining the interplay between technology, consumption patterns, and policy to identify sustainable solutions for both production and consumption systems.
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