Skip to main navigation Skip to search Skip to main content

A Quantum Cooperative Game Approach to Resilience-Oriented Microgrids Operation

  • Stony Brook University

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

2 Scopus citations

Abstract

This paper develops a quantum game theoretic model for resilience-oriented operation of microgrids (MGs). Quantum game theory (QGT) leverages the entanglement and superposition features of quantum mechanics to address the complexities of resilience-oriented problems. Quantum entanglement enables a direct connection between players using a share entangled state which is impossible in classical game theory. On the other hand, by enabling initial superposition states the approach will result in a fair game for all players. The proposed approach models MGs as players in a quantum cooperative game, with the objective of ensuring resilience in the face of disruptions. The results show fair distribution of penalty/utility among players, even when the case is uneven. The variational quantum eigensolver is employed to achieve the ground state of Ising Hamiltonian of the corresponding resilience-oriented MG operation. Experiments on a simulated system of MGs validate the effectiveness of the approach.

Original languageEnglish
Title of host publicationTechnical Papers Program
EditorsCandace Culhane, Greg T. Byrd, Hausi Muller, Yuri Alexeev, Yuri Alexeev, Sarah Sheldon
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages719-725
Number of pages7
ISBN (Electronic)9798331541378
DOIs
StatePublished - 2024
Event5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024 - Montreal, Canada
Duration: Sep 15 2024Sep 20 2024

Publication series

NameProceedings - IEEE Quantum Week 2024, QCE 2024
Volume1

Conference

Conference5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024
Country/TerritoryCanada
CityMontreal
Period09/15/2409/20/24

Keywords

  • Quantum cooperative games
  • microgrid
  • quantum entanglement
  • quantum superposition
  • resilience-oriented operation

Fingerprint

Dive into the research topics of 'A Quantum Cooperative Game Approach to Resilience-Oriented Microgrids Operation'. Together they form a unique fingerprint.

Cite this