Resilience improvement of cyber-physical supply chain networks considering cascading failures with mixed failure modes

Abstract

Failure mode analysis and recovery strategy improvement are critical to maintain the resilience of cyber-physical supply chain networks (CPSCNs). However, current literature mostly focuses on single failure mode and single-stage recovery strategy for CPSCNs, which may not be the case for real-world CPSCNs. In this paper, a new cascading failure model with four mixed failure modes and a joint improvement model for two-stage recovery regarding CPSCNs are proposed. A CPSCN model consisting of a weighted undirected cyber-supply network and a weighted directed physical-supply network is established to investigate the mixed cascading failures. Given the recovery requirements of practical contracts, the recovery time constraint on the enterprises in CPSCNs is considered in the joint improvement model of two-stage recovery. Based on the case studies of synthetic networks and a European supply chain network, the effects of some key factors, such as network topology and node coupling modes, on the resilience of CPSCNs are discussed. The performance of the proposed recovery strategy is compared with two traditional network recovery strategies, and the results show that the proposed strategy can help restore network performance more effectively. This work provides insights for CPSCNs recovery with resilience improvement against future cascading failures.