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April 12, 2026Electronics0 citationsOpen Access

A Pre-Disaster Deployment and Post-Disaster Restoration Method Considering Coupled Failures of Power Distribution and Communication Networks

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WQWenlong QinXCXuming ChenHJHan Jiang

Key Points

  • The aim is to develop a unified framework for optimizing pre-disaster deployment and post-disaster restoration in interconnected power and communication networks.
  • Developed an interdependency model for distribution and communication networks.
  • Quantitatively analyzed the effects of communication outages on repair crews and power distribution.
  • Established a coordinated optimization model for repair crew routing and critical load restoration.
  • Designed a two-stage emergency recovery framework integrating pre-event planning and post-event response.
  • Restored approximately 50% of critical loads within the first 3 hours after a disaster.
  • Reduced total load loss by 49.5% during restoration.
  • Shortened restoration time by 120 minutes compared to previous strategies.
  • Reduced average load shedding by 33.4% relative to heuristic strategies.

Abstract

Extreme natural disasters may simultaneously disrupt power distribution infrastructures and their supporting communication systems, significantly degrading post-disaster recovery performance. To enhance coordinated restoration under such coupled failure conditions, this study proposes a unified optimization framework for pre-disaster deployment and post-disaster repair and service restoration in interdependent distribution–communication networks. First, an interdependency model is developed to characterize the physical and operational couplings between the distribution and communication networks. The impacts of communication outages on remotely controlled switches and repair crew dispatching are quantitatively analyzed, revealing how communication failures influence the restoration process. Based on this interdependency representation, a coordinated optimization model is established to jointly determine repair crew routing, mobile power allocation, and critical load restoration sequencing. The objective is to minimize cumulative outage losses over the recovery horizon, thereby achieving coordinated allocation and routing of multiple types of emergency repair resources. Furthermore, by jointly considering pre-disaster deployment planning and post-disaster restoration strategies, a two-stage emergency recovery framework is designed to integrate pre-event preparedness with post-event response for distribution networks. Case studies on a modified IEEE 33-bus cyber–physical distribution system demonstrate that the proposed coordinated restoration strategy restores approximately 50% of critical loads within the first 3 h, which is of direct significance for maintaining essential services such as hospitals and emergency shelters during the acute phase of a disaster. The proposed approach reduces the total load loss by 49.5% and shortens the restoration time by 120 min. In terms of pre-disaster deployment, the proposed strategy reduces average load shedding by 33.4% and 46.5% relative to the heuristic and random deployment strategies, respectively, demonstrating the effectiveness of proposed method for grid resilience enhancement.

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Cite This Study

Qin et al. (2026) studied this question.

synapsesocial.com/papers/69db383b4fe01fead37c6840https://doi.org/10.3390/electronics15081585
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