arXiv:2510.02167cs.ROcs.SY2025-10被引 2

用数字孪生+双流网络模型,让电动车电池报废时更易拆解回收。

Product Digital Twin Supporting End-of-life Phase of Electric Vehicle Batteries Utilizing Product-Process-Resource Asset Network

  • 构建双向流程的资源网络模型,统一管理组装与拆解信息。
  • 在电动车电池拆解案例中实现多类型电池灵活高效处理。
  • 适合关注循环制造与可持续供应链的企业或研究者。

在循环经济中,产品退役阶段应进行再制造或回收,这对可持续发展至关重要。然而制造商常缺乏数据共享,导致再制造与回收效率低下。本文提出为每个产品配备产品数字孪生(PDT),并引入双流产品-流程-资源资产网络(Bi-PAN),在传统产品-流程-资源资产网络(PAN)基础上融合装配与拆解流程,统一建模产品、资源、工艺及操作关系。该方法在电动车(EV)电池拆解场景中验证,通过PDT与Bi-PAN知识模型,可灵活高效应对多种电池类型,显著提升电池全生命周期管理的可持续性。

原文摘要 · Abstract (English)

In a circular economy, products in their end-of-life phase should be either remanufactured or recycled. Both of these processes are crucial for sustainability and environmental conservation. However, manufacturers frequently do not support these processes enough in terms of not sharing relevant data about the products nor their (re-)manufacturing processes. This paper proposes to accompany each product with a digital twin technology, specifically the Product Digital Twin (PDT), which can carry information for facilitating and optimizing production and remanufacturing processes. This paper introduces a knowledge representation called Bi-Flow Product-Process-Resource Asset Network (Bi-PAN). Bi-PAN extends a well-proven Product-Process-Resource Asset Network (PAN) paradigm by integrating both assembly and disassembly workflows into a single information model. Such networks enable capturing relevant relationships across products, production resources, manufacturing processes, and specific production operations that have to be done in the manufacturing phase of a product. The proposed approach is demonstrated in a use-case of disassembling electric vehicle (EV) batteries. By utilizing PDTs with Bi-PAN knowledge models, challenges associated with disassembling of EV batteries can be solved flexibly and efficiently for various battery types, enhancing the sustainability of the EV battery life-cycle management.

数字孪生循环制造电池回收

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。