Hui Hwang Goh, Yuelin Liu, Wei Dai, Hui Liu, Dewen Li, Hongzhou Li, Xiansong Yuan
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{"title":"A Noniterative Decoupled Solution for Interconnected Power System Dispatch with Analytical Cost Reformulation and Nonlinear Constraints Equivalent","authors":"Hui Hwang Goh, Yuelin Liu, Wei Dai, Hui Liu, Dewen Li, Hongzhou Li, Xiansong Yuan","doi":"10.1002/tee.70033","DOIUrl":null,"url":null,"abstract":"<p>Efficient and coordinated dispatch is crucial for the safe operation of interconnected power grids. Existing dispatching methods commonly face issues of heavy communication burdens and vulnerability to data leakage. In this regard, a noniterative decoupled dispatching method for interconnected power grids is proposed, aiming to achieve secure and efficient scheduling of interconnected power grids while ensuring data privacy. Utilizing the multi-point approximation method, an accurate equivalence of the nonlinear operational constraints of the external network is achieved. The analytical cost function related to tie-line transmission power is reformulated based on the polynomial chaos expansion (PCE), replacing the operational cost of the external network. Moreover, a bi-level adaptive update strategy for PCE is proposed to enhance the accuracy of the cost function. Based on the equivalent operational constraints and reformulated cost information, a noniterative decoupled dispatch model for interconnected power grids is constructed to protect data privacy and ensure the security and optimality of operation. The results of the IEEE 30-bus and IEEE 118-bus systems demonstrate the effectiveness of the proposed method. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.</p>","PeriodicalId":13435,"journal":{"name":"IEEJ Transactions on Electrical and Electronic Engineering","volume":"20 10","pages":"1589-1599"},"PeriodicalIF":1.1000,"publicationDate":"2025-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEJ Transactions on Electrical and Electronic Engineering","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/tee.70033","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
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Abstract
Efficient and coordinated dispatch is crucial for the safe operation of interconnected power grids. Existing dispatching methods commonly face issues of heavy communication burdens and vulnerability to data leakage. In this regard, a noniterative decoupled dispatching method for interconnected power grids is proposed, aiming to achieve secure and efficient scheduling of interconnected power grids while ensuring data privacy. Utilizing the multi-point approximation method, an accurate equivalence of the nonlinear operational constraints of the external network is achieved. The analytical cost function related to tie-line transmission power is reformulated based on the polynomial chaos expansion (PCE), replacing the operational cost of the external network. Moreover, a bi-level adaptive update strategy for PCE is proposed to enhance the accuracy of the cost function. Based on the equivalent operational constraints and reformulated cost information, a noniterative decoupled dispatch model for interconnected power grids is constructed to protect data privacy and ensure the security and optimality of operation. The results of the IEEE 30-bus and IEEE 118-bus systems demonstrate the effectiveness of the proposed method. © 2025 Institute of Electrical Engineers of Japan and Wiley Periodicals LLC.
具有分析性成本重构和非线性约束等价的互联电力系统调度非迭代解耦解
高效、协调的调度对互联电网的安全运行至关重要。现有调度方法普遍存在通信负担大、数据容易泄露等问题。为此,提出了一种互联电网非迭代解耦调度方法,在保证数据隐私的前提下,实现互联电网的安全高效调度。利用多点逼近法,实现了外部网络非线性运行约束的精确等价。基于多项式混沌展开(PCE),重新构造了与联络线输电功率相关的分析成本函数,取代了外部网络的运行成本。此外,为了提高成本函数的准确性,提出了一种双层自适应更新策略。基于等效运行约束和重新表述的成本信息,构建了互联电网非迭代解耦调度模型,以保护数据隐私,保证运行的安全性和最优性。IEEE 30总线和IEEE 118总线系统的结果证明了该方法的有效性。©2025日本电气工程师协会和Wiley期刊有限责任公司。
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