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Resilience Enhancement Strategy for Distribution Systems Under Extreme Weather Events

IEEE Transactions on Smart Grid · 2016 · Vol. 9(2) · pp. 1442–1451
Shanshan MaBokan ChenZhaoyu Wang

Abstract

This paper proposes an optimal hardening strategy to enhance the resilience of power distribution networks to protect against extreme weather events. Different grid hardening techniques are considered, such as upgrading poles and vegetation management. The problem is formulated as a tri-level optimization problem to minimize grid hardening investment and load shedding in extreme weather events. The first level is to identify vulnerable distribution lines and select hardening strategies, the second level is to determine the set of out-of-service distribution lines so that the damage caused by extreme weather events is maximized, and the third level is to minimize load shedding costs according to load priorities and the set of damaged lines. Since the selection of hardening strategies is coupled with the uncertainty set of out-of-service lines, the original tri-level model is transformed to be an equivalent bi-level problem, which is subsequently solved by a greedy searching algorithm. Case studies demonstrate the effectiveness of the proposed method under multiple severe weather events and different simulation settings.

Optimal Power Flow DistributionPower System Reliability and MaintenanceMicrogrid Control and OptimizationExtreme weatherGridComputer scienceMathematical optimizationHardening (computing)Reliability engineeringOperations researchEnvironmental scienceEngineeringClimate change

Funding

  • Iowa State University
Citations
475
FWCI
17.71
field-weighted impact
References
20
Percentile
99%
vs. same field & year
Citations per year
Cited by
A Survey on State Estimation Techniques and Challenges in Smart Distribution Systems
IEEE Transactions on Smart Grid · 2018 · 451 citations
References
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
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