A Quantum Cooperative Game Approach to Resilience-Oriented Microgrids Operation

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.

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Publication Details

Published
2024-09-15
DOI
https://doi.org/10.1109/qce60285.2024.00090
Citations
2
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
1.56
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article

A Quantum Cooperative Game Approach to Resilience-Oriented Microgrids Operation

Y. Shamash, Nima Nikmehr, Peng Zhang, Khezr Sanjani
2 citations
Blockchain Technology Applications and Security
1.56
article

A Quantum Cooperative Game Approach to Resilience-Oriented Microgrids Operation

Y. Shamash, Nima Nikmehr, Peng Zhang, Khezr Sanjani
article en
2 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.

Stony Brook University (US)
Climate action
Openalex Percentile: Top 11%
Blockchain Technology Applications and Security
1.56
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