Wide-area power system stabiliser based on model-free adaptive control

被引:72
|
作者
Lu, Chao [1 ]
Zhao, Yi [1 ]
Men, Kun [2 ]
Tu, Liang [2 ]
Han, Yingduo [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, State Key Lab Control & Simulat Power Syst & Gene, Beijing 100084, Peoples R China
[2] Power Grid Dept CSG Elect Power Res Inst, Guangzhou 510080, Guangdong, Peoples R China
来源
IET CONTROL THEORY AND APPLICATIONS | 2015年 / 9卷 / 13期
基金
国家高技术研究发展计划(863计划);
关键词
power grids; power system interconnection; power system stability; power system security; adaptive control; nonlinear control systems; power system control; damping; closed loop systems; wide-area power system stabiliser; model-free adaptive control; regional power grid interconnection; inter area low-frequency oscillation; interconnected multimachine power system; nonlinear system; complex system; time-varying structure; operating conditions; data-driven control method; MFAC-WAPSS; wide-area damping control requirements; system disturbances; closed-loop system stability; New England power system; OSCILLATIONS; DESIGN; OPTIMIZATION;
D O I
10.1049/iet-cta.2014.1289
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The interconnection of regional power grids has resulted in inter-area low-frequency oscillation, which has become a serious problem that threatens the security of power systems. Wide-area power system stabiliser (WAPSS) is an effective device to damp this oscillation. Given that the interconnected multi-machine power system is a strongly non-linear and complex system with time-varying structure and operating conditions, satisfactory control performance of WAPSS is difficult to obtain by using conventional model-based control methods. In this study, a data-driven control method called model-free adaptive control (MFAC) is introduced to WAPSS design. The MFAC algorithm is improved to meet the wide-area damping control requirements in consideration of system disturbances. The stability of the closed-loop system with the improved MFAC-WAPSS is also analysed, and the parameter settings of the improved MFAC algorithm are provided in detail. The improved MFAC-WAPSS can adjust its parameters adaptively only based on the input and output data and avoid the complex system modelling process. The proposed adaptive WAPSS is evaluated on a simplified New England power system. Simulation results show the effectiveness of this new technique.
引用
收藏
页码:1996 / 2007
页数:12
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