Coordinated Active Power Dispatch for a Microgrid via Distributed Lambda Iteration

被引:40
作者
Hu, Jianqiang [1 ]
Chen, Michael Z. Q. [2 ]
Cao, Jinde [1 ]
Guerrero, Josep M. [3 ]
机构
[1] Southeast Univ, Sch Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
[2] Univ Hong Kong, Dept Mech Engn, Hong Kong, Hong Kong, Peoples R China
[3] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
基金
中国国家自然科学基金;
关键词
Microgrid; distributed lambda-iteration; pinning consensus; optimal dispatch; markets; ENERGY-STORAGE SYSTEMS; ECONOMIC-DISPATCH; COOPERATIVE CONTROL; GENERATION INVERTERS; CONSENSUS; OPERATION; COST; ALGORITHM; NETWORK;
D O I
10.1109/JETCAS.2017.2676019
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel distributed optimal dispatch algorithm is proposed for coordinating the operation of multiple micro units in a microgrid, which has incorporated the distributed consensus algorithm in multi-agent systems and the lambda-iteration optimization algorithm in the economic dispatch of power systems. Specifically, the proposed algorithm considers the global active power constraint by adding a virtual pinner and it can deal with the optimization problem with any initial states. That is, it can realize the global optimization and avoid the defect of the initial conditions' sensitivity in the optimization problem. On the other hand, the proposed optimization algorithm can either be used for off-line calculation or be utilized for online operation and has the ability to survive single-point failures and shows good robustness in the iteration process. Numerical studies in a seven-bus microgrid demonstrate the effectiveness of the proposed algorithm.
引用
收藏
页码:250 / 261
页数:12
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