Modeling and distributed gain scheduling strategy for load frequency control in smart grids with communication topology changes

被引:50
作者
Liu, Shichao [1 ]
Liu, Xiaoping P. [1 ]
El Saddik, Abdulmotaleb [2 ]
机构
[1] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[2] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON K1N 6N5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Smart grid; Distributed control; Communication topology; Gain scheduling; Load frequency control; POWER-SYSTEM; STABILIZING CONTROL; GENERATION; NETWORKS;
D O I
10.1016/j.isatra.2013.09.005
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
In this paper, we investigate the modeling and distributed control problems for the load frequency control (LFC) in a smart grid. In contrast with existing works, we consider more practical and real scenarios, where the communication topology of the smart grid changes because of either link failures or packet losses. These topology changes are modeled as a time-varying communication topology matrix. By using this matrix, a new closed-loop power system model is proposed to integrate the communication topology changes into the dynamics of a physical power system. The globally asymptotical stability of this closed-loop power system is analyzed. A distributed gain scheduling LFC strategy is proposed to compensate for the potential degradation of dynamic performance (mean square errors of state vectors) of the power system under communication topology changes. In comparison to conventional centralized control approaches, the proposed method can improve the robustness of the smart grid to the variation of the communication network as well as to reduce computation load. Simulation results show that the proposed distributed gain scheduling approach is capable to improve the robustness of the smart grid to communication topology changes. (C) 2013 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:454 / 461
页数:8
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