A Bi-level Model for the Resilient Operation of Distribution Systems using a Matheuristic Nested Decomposition

Leonardo L. Gomes*, Juan S. Giraldo, Carlos A. Castro

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

Matheuristic is a hybrid method that combines metaheuristics with classical mathematical methods to benefit from their respective features. This paper presents a novel bi-level matheuristic nested decomposition approach for the resilience optimization of distribution systems. The proposed methodology uses a dedicated bioinspired technique based on artificial immune systems and a classical deterministic optimization method combined in a matheuristic nested decomposition approach. The model is cast as a mixed-integer nonlinear programming problem, aiming to maximize the load supplied through optimal feeder reconfiguration and optimal power flow, for example, after a lack of generation event caused by an extreme event. One of the main features of the proposed technique is that the metaheuristic parameters are not user-defined; instead, they are set automatically based on the system's characteristics. Results obtained from three different strategies are assessed, highlighting the potential of the proposed methodology as the size of the problem increases compared to a metaheuristic algorithm and classical mathematical programming.

Original languageEnglish
Title of host publicationSEST 2022 - 5th International Conference on Smart Energy Systems and Technologies
Place of PublicationPiscataway, NJ
PublisherIEEE
Number of pages6
ISBN (Electronic)978-1-6654-0557-7
DOIs
Publication statusPublished - 28 Sept 2022
Event5th International Conference on Smart Energy Systems and Technologies, SEST 2022 - Eindhoven, Netherlands
Duration: 5 Sept 20227 Sept 2022
Conference number: 5

Conference

Conference5th International Conference on Smart Energy Systems and Technologies, SEST 2022
Abbreviated titleSEST 2022
Country/TerritoryNetherlands
CityEindhoven
Period5/09/227/09/22

Keywords

  • 2024 OA procedure
  • demand side management
  • optimal power flow
  • reconfiguration
  • resilience
  • Bi-level optimization

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