Quantum Annealing and Stackelberg Game-Based Optimization for CCUS-Integrated Microgrid Scheduling

Yunyang Liang, Yi Chang Li*, Mengmeng Yu*, Zhong Jin, Zhiyang Jia

*Corresponding author for this work

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

Abstract

This paper presents a Stackelberg game model based optimization framework for multi microgrids scheduling with the integration of CCUS (Carbon Capture, Utilization, and Storage), where the Microgrid Central Control Center (MGCC) acts as the leader, and the Distributed Energy System (DES) and Load Management System (LMS) are the followers. The MGCC sets the real-time electricity price, while the DES adjusts its generation plan and carbon capture quantity, and the LMS modifies its electricity consumption to minimize costs. To address the computational complexity and accelerate the convergence speed, we employ the quantum annealing (QA) algorithm to solve the resulting optimization problem. The QA algorithm facilitates the transition of the Hamiltonian from the initial Hamiltonian to the target Hamiltonian, leveraging quantum tunneling to escape local optima and find the global optimum. The results demonstrate that the proposed method can effectively enhance the efficiency and of microgrid scheduling in complex and dynamic environments.

Original languageEnglish
Title of host publicationProceedings of the 14th International Conference on Computer Engineering and Networks - Volume I
EditorsGuangqiang Yin, Xiaodong Liu, Jian Su, Yangzhao Yang
PublisherSpringer Science and Business Media Deutschland GmbH
Pages275-286
Number of pages12
ISBN (Print)9789819649624
DOIs
Publication statusPublished - 2025
Externally publishedYes
Event14th International Conference on Computer Engineering and Networks, CENet 2024 - Kashi, China
Duration: 18 Oct 202421 Oct 2024

Publication series

NameLecture Notes in Electrical Engineering
Volume1384 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference14th International Conference on Computer Engineering and Networks, CENet 2024
Country/TerritoryChina
CityKashi
Period18/10/2421/10/24

Keywords

  • CCUS
  • Microgrid
  • Quantum Annealing
  • Stackelberg game

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