An AC-Feasible Linear Model in Distribution Networks with Energy Storage
Publication in refereed journal

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其它資訊
摘要With the increasing deployment of distributed energy resources (DERs), dispatching DERs subject to operational constraints in distribution networks draws much attention. One challenge is the non-convexities in 1) system-wide AC power flow constraints and 2) the individual complementarity constraint of energy storage. To resolve this challenge, this paper studies an AC-feasible linear model in distribution networks with energy storage, including its formulation, analysis, and applications. First, an AC-feasible linear model is formulated as a set of linear constraints on controllable DERs and uncontrollable power demand by 1) converting the non-convex system-wide constraints into linear constraints based on the Brouwer’s fixed-point theorem and the second-order Taylor expansion, and 2) replacing the non-convex individual complementarity constraint of energy storage with one properly designed linear constraint. Furthermore, to analyze the power demand level at which the proposed linear model can provide a solution, this paper proposes an examination-based projection method under the Monte Carlo framework to handle projections of thousands of dimensions from linear constraints over time periods. Finally, the potential applications of our AC-feasible linear model are discussed. Numerical experiments are conducted in the IEEE\ 33-bus and 136-bus test systems to demonstrate the effectiveness of the proposed methods.
出版社接受日期14.02.2023
著者Wei Lin, Yue Chen, Qifeng Li, Changhong Zhao
期刊名稱IEEE Transactions on Power Systems
出版年份2024
月份1
卷號39
期次1
出版社IEEE
頁次1224 - 1239
國際標準期刊號0885-8950
電子國際標準期刊號1558-0679
語言美式英語

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