arXiv:2510.00933cs.ROcs.SY2025-10被引 4

为汽车产品全生命周期构建可追踪的数字孪生模型

Product-oriented Product-Process-Resource Asset Network and its Representation in AutomationML for Asset Administration Shell

  • 基于产品-流程-资源模型,将产品结构作为核心建模基础
  • 支持报废、维修、再制造等环节,覆盖产品全生命周期
  • 适配工业4.0框架,适合智能制造与可持续制造场景

当前产品,尤其是汽车领域,构成复杂的机电一体化系统。现有工业标准通常仅关注生产阶段,未涵盖完整的产品生命周期,且侧重生产流程与资源而非产品本身。本文提出一种源自产品-流程-资源(PPR)建模范式的新型方法,旨在将产品生命周期末期的影响纳入工程设计阶段。所提出的模型名为PoPAN,以产品结构为基础,支持在信息物理生产系统中实现修复、再制造或升级。该模型作为产品全生命周期的数字孪生,封装于产品级资产管理系统(Asset Administration Shell)中。为便于落地应用,论文还提出采用AutomationML格式对模型进行序列化。通过电动汽车电池拆解用于固定式储能再制造的应用案例,验证了该模型的有效性。

原文摘要 · Abstract (English)

Current products, especially in the automotive sector, pose complex technical systems having a multi-disciplinary mechatronic nature. Industrial standards supporting system engineering and production typically (i) address the production phase only, but do not cover the complete product life cycle, and (ii) focus on production processes and resources rather than the products themselves. The presented approach is motivated by incorporating the impacts of the end-of-life phase of the product life cycle into the engineering phase. This paper proposes a modeling approach coming up from the Product-Process-Resource (PPR) modeling paradigm. It combines requirements on (i) respecting the product structure as a basis for the model, and (ii) incorporates repairing, remanufacturing, or upcycling within cyber-physical production systems. The proposed model called PoPAN should accompany the product during the entire life cycle as a digital shadow encapsulated within the Asset Administration Shell of a product. To facilitate the adoption of the proposed paradigm, the paper also proposes serialization of the model in the AutomationML data format. The model is demonstrated on a use-case for disassembling electric vehicle batteries to support their remanufacturing for stationary battery applications.

数字孪生工业4.0再制造资产壳

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。