A distributed model predictive control based load frequency control scheme for multi-area interconnected power system using discrete-time Laguerre functions

被引:73
|
作者
Zheng, Yang [1 ]
Zhou, Jianzhong [1 ]
Xu, Yanhe [1 ]
Zhang, Yuncheng [1 ]
Qian, Zhongdong [2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Hydropower & Informat Engn, Wuhan 430074, Peoples R China
[2] Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed control; Load frequency control; Model predictive control; Laguerre functions; Constraint treatment; CONTROL-DESIGN; STABILITY;
D O I
10.1016/j.isatra.2017.03.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a distributed model predictive control based load frequency control (MPC-LFC) scheme to improve control performances in the frequency regulation of power system. In order to reduce the computational burden in the rolling optimization with a sufficiently large prediction horizon, the orthonormal Laguerre functions are utilized to approximate the predicted control trajectory. The closed loop stability of the proposed MPC scheme is achieved by adding a terminal equality constraint to the online quadratic optimization and taking the cost function as the Lyapunov function. Furthermore, the treatments of some typical constraints in load frequency control have been studied based on the specific Laguerre-based formulations. Simulations have been conducted in two different interconnected power systems to validate the effectiveness of the proposed distributed MPC-LFC as well as its superiority over the comparative methods. (C) 2017 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:127 / 140
页数:14
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