Distributed optimal capacity allocation of integrated energy system via modified ADMM

被引:4
|
作者
Cheng, Ling [1 ]
Zhang, Sirui [1 ]
Wang, Yingchun [2 ]
机构
[1] China Elect Power Res Inst, Beijing 100192, Peoples R China
[2] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
关键词
Distributed cooperative optimal; Power-gas systems; Clean energy consumption; IESs; POWER-TO-GAS; OPERATION; OPTIMIZATION; ELECTRICITY; MANAGEMENT;
D O I
10.1016/j.amc.2023.128369
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper considers the optimal capacity allocation of integrated energy systems (IESs) with the power-gas systems for clean energy consumption. First, power-gas network models are established with equality and inequality constraints. Second, a novel full distributed cooperative optimal regulation scheme is designed to deal with the optimal capacity allocation problem. Moreover, to deal with the inequality constraints in IESs, a distributed projection operator is developed such that the system states can be guaranteed within the constraint conditions. Then the convergences of those distributed optimization algorithms were proved for strictly convex objective functions. And the initial conditions of systems for the algorithm are free. The simulation is provided to demonstrate the effectiveness of the distributed optimazation approach.
引用
收藏
页数:12
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