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Resilience Enhancement Strategy for Distribution Systems Under Extreme Weather Events

Ma, Shanshan, Chen, Bokan, Wang, Zhaoyu·2018·IEEE Transactions on Smart Grid

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.

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Research works printed but not linked: 22

  1. 10.1109/MELE.2015.2509879 · DOI · Paper page
  2. 10.1016/j.strusafe.2014.01.001 · DOI · Paper page
  3. 10.1139/x00-124 · DOI
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  5. 2015, 7th AIMMS/MOPTA Optimization Modeling Competition
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  9. 2013, Economic Benefits of Increasing Electric Grid Resilience to Weather Outages IEEE USA Books & eBooks, 29
  10. yamangil, 2015, Resilient upgrade of electrical distribution grids, Proc 29th Int Conf AAAI, 1233
  11. 10.1109/PES.2008.4596940 · doi:10.1109/pes.2008.4596940
  12. 10.1109/TPWRS.2013.2286171 · DOI · Paper page
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  14. 10.1109/TPWRD.2002.804007 · DOI
  15. 10.1016/j.ress.2015.07.028 · DOI · Paper page
  16. 10.1109/MPE.2015.2397337 · DOI
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  19. 2012, Summary of EPRI Test Circuits, 1
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  22. 2014, Forward Speed of a Hurricane Hurricane Research Division

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Metadata

Authors
Ma, S., Chen, B., & Wang, Z.
Venue
IEEE Transactions on Smart Grid
Published
2018-03
Volume
9
Issue
2
Pages
1442-1451
ISSN
  • 1949-3053 (ISSN-L)
  • 1949-3061
OpenAlex
W2503431744
Cited by
500
References
0
FWCI
13.87
Type
journal article
Language
en
Open access
closed
Funders
Electric Power Research Center at Iowa State University

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CoChat. (2026). Citation check: Resilience Enhancement Strategy for Distribution Systems Under Extreme Weather Events. https://app.cochat.ai/papers/10.1109/tsg.2016.2591885
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Ma, S., Chen, B., & Wang, Z. (2018). Resilience Enhancement Strategy for Distribution Systems Under Extreme Weather Events. IEEE Transactions on Smart Grid. https://doi.org/10.1109/tsg.2016.2591885

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