Scinovex
articleTop 1% cited

Robust Optimization-Based Resilient Distribution Network Planning Against Natural Disasters

IEEE Transactions on Smart Grid · 2016 · Vol. 7(6) · pp. 2817–2826
Wei YuanJianhui WangFeng QiuChen ChenChongqing KangBo Zeng

Abstract

Natural disasters such as Hurricane Sandy can seriously disrupt the power grids. To increase the resilience of an electric distribution system against natural disasters, this paper proposes a resilient distribution network planning problem (RDNP) to coordinate the hardening and distributed generation resource allocation with the objective of minimizing the system damage. The problem is formulated as a two-stage robust optimization model. Hardening and distributed generation resource placement are considered in the distribution network planning. A multi-stage and multi-zone based uncertainty set is designed to capture the spatial and temporal dynamics of an uncertain natural disaster as an extension to the traditional N-K contingency approach. The optimal solution of the RDNP yields a resilient distribution system against natural disasters. Our computational studies on the IEEE distribution test systems validate the effectiveness of the proposed model and reveal that distributed generation is critical in increasing the resilience of a distribution system against natural disasters in the form of microgrids.

Optimal Power Flow DistributionElectric Power System OptimizationPower System Optimization and StabilityNatural disasterRobust optimizationComputer scienceDistributed generationResilience (materials science)Electric power systemContingencyMathematical optimizationDistributed computingEngineering

Funding

  • U.S. Department of Energy
  • Tsinghua University
Citations
589
FWCI
25.91
field-weighted impact
References
32
Percentile
100%
vs. same field & year
Citations per year
References
Research on Resilience of Power Systems Under Natural Disasters—A Review
IEEE Transactions on Power Systems · 2015 · 1,063 citations
Resilient Distribution System by Microgrids Formation After Natural Disasters
IEEE Transactions on Smart Grid · 2015 · 908 citations
Network reconfiguration in distribution systems for loss reduction and load balancing
IEEE Transactions on Power Delivery · 1989 · 4,781 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.