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Privacy Preserving-Based Approach for Economic Power Dispatch in a Smart Grid

  • Northwestern Polytechnical University Xian

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The economic power dispatch is a widely recognized optimization issue in a smart grid that intends to minimize the total cost of generation while meeting individual generator constraints and total demand. However, current algorithms fail to protect the private information of individual generators. In this paper, a privacy preserving-based optimization algorithm is proposed for the economic power dispatch problem under directed graphs. By adding carefully designed randomness into optimization dynamics, our proposed algorithm is guaranteed to protect the sensitive information of generators against internal honest-but-curious attackers while achieving the optimal solution. In the end, numerical simulations are shown to illustrate and confirm the proposed algorithm.

源语言英语
主期刊名Proceedings of the 36th Chinese Control and Decision Conference, CCDC 2024
出版商Institute of Electrical and Electronics Engineers Inc.
3726-3731
页数6
ISBN(电子版)9798350387780
DOI
出版状态已出版 - 2024
活动36th Chinese Control and Decision Conference, CCDC 2024 - Xi'an, 中国
期限: 25 5月 202427 5月 2024

出版系列

姓名Proceedings of the 36th Chinese Control and Decision Conference, CCDC 2024

会议

会议36th Chinese Control and Decision Conference, CCDC 2024
国家/地区中国
Xi'an
时期25/05/2427/05/24

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

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