工业互联网平台驱动的装配供应链分散式多层次同步重构

Industrial internet platform-driven decentralised multi-level synchronised reconfiguration of assembly supply chains

International Journal of Production Research · 2025
被引 4
ABS 3

中文导读

针对装配供应链在中断环境下的分散式动态重构问题,提出一种基于工业互联网平台的同步重构方案,结合实时信息支持、三状态机制及图神经网络等方法,并通过空调供应链案例验证其有效性。

Abstract

Disruptive environments, characterised by frequent contingencies, significantly challenge supply chain operations, particularly assembly supply chains with complex structures and decentralised decision-making. Failure to promptly reconfigure chains during disruptions may ripple adverse effects through the network, causing substantial losses. Consequently, decentralised dynamic reconfiguration of assembly supply chains under contingencies warrants attention. However, existing research on this topic is limited, necessitating further exploration utilising emerging technologies. Isolated information systems, such as MES and ERP, are widely deployed across firms and increasingly integrated into industry-level Industrial Internet Platforms (IIPs) to enhance information sharing and utilisation. Nevertheless, limited research explores the integration of real-time IIP data with reconfiguration mechanisms for resilient, flexible, and decentralised chain reconfiguration. Thus, this paper proposes an IIP-driven synchronised reconfiguration of supply chains (SyncRSC) solution inspired by the concepts of synchronisation and reconfigurable supply chains. SyncRSC employs the IIP architecture for real-time information support, a three-state mechanism as the qualitative method, and improved graph neural networks alongside augmented lagrangian coordination as quantitative methods. A case study of an air-conditioning supply chain verifies the superiority of the proposed methods and analyzes SyncRSC's performance under different disruption levels.

供应链管理工业互联网装配供应链分散式决策重构机制