Distributed Model Predictive Load Frequency Control of Multi-area Power System with DFIGs

被引:49
|
作者
Zhang, Yi [1 ,2 ]
Liu, Xiangjie [2 ]
Qu, Bin [1 ]
机构
[1] North China Univ Sci & Technol, Dept Elect Engn, Tangshan 063000, Peoples R China
[2] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed model predictive control (DMPC); doubly fed induction generator (DFIG); load frequency control (LFC); AUTOMATIC-GENERATION CONTROL; WIND TURBINE; PARTICIPATION; STRATEGIES;
D O I
10.1109/JAS.2017.7510346
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Reliable load frequency control (LFC) is crucial to the operation and design of modern electric power systems. Considering the LFC problem of a four-area interconnected power system with wind turbines, this paper presents a distributed model predictive control (DMPC) based on coordination scheme. The proposed algorithm solves a series of local optimization problems to minimize a performance objective for each control area. The generation rate constraints (GRCs), load disturbance changes, and the wind speed constraints are considered. Furthermore, the DMPC algorithm may reduce the impact of the randomness and intermittence of wind turbine effectively. A performance comparison between the proposed controller with and without the participation of the wind turbines is carried out. Analysis and simulation results show possible improvements on closed-loop performance, and computational burden with the physical constraints.
引用
收藏
页码:125 / 135
页数:11
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