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

被引:71
|
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
相关论文
共 50 条
  • [1] Model Prediction Adaptive Control for Wide-Area Power System Stability Enhancement
    Wang, Lin
    Cheung, Helen
    [J]. 2008 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-11, 2008, : 908 - 915
  • [2] Wide-Area Measurement-Based Model-Free Approach for Online Power System Transient Stability Assessment
    Huang, Dan
    Chen, Qiyu
    Ma, Shiying
    Zhang, Yichi
    Chen, Shuyong
    [J]. ENERGIES, 2018, 11 (04)
  • [3] Model-Free Wide-Area Monitoring of Power Grids via Cutset Voltages
    Simpson-Porco, John W.
    Monshizadeh, Nima
    [J]. 2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 7508 - 7513
  • [4] WAMS-Based Model-Free Wide-Area Damping Control by Voltage Source Converters
    Guo, Jinpeng
    Zenelis, Ilias
    Wang, Xiaozhe
    Ooi, Boon-Teck
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (02) : 1317 - 1327
  • [5] Data-Driven Wide-Area Model-Free Adaptive Damping Control With Communication Delays for Wind Farm
    Shi, Xingyu
    Cao, Yijia
    Shahidehpour, Mohammad
    Li, Yong
    Wu, Xi
    Li, Zhiyi
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (06) : 5062 - 5071
  • [6] Adaptive Protection and Control in the Power System for Wide-Area Blackout Prevention
    Ariff, M. A. M.
    Pal, B. C.
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2016, 31 (04) : 1815 - 1825
  • [7] An Online Network Model-Free Wide-Area Voltage Control Method Using PMUs
    Pierrou, Georgia
    Wang, Xiaozhe
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (05) : 4672 - 4682
  • [8] Wide area power system stabilizer design based on improved model free adaptive control
    [J]. Lu, C. (luchao@tsinghua.edu.cn), 1645, Tsinghua University (53):
  • [9] Intelligent Controller Based Wide-Area Control in Power System
    Abedinia, Oveis
    Bekravi, Masoud
    Ghadimi, Noradin
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2017, 25 (01) : 1 - 30
  • [10] A Reinforcement Learning Based Model-Free Wide-Area Damping Control under Random PMU Time Delays
    Li, Qingyang
    Liu, Shichao
    Chaoui, Hicham
    [J]. PROCEEDINGS OF 2021 IEEE 30TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2021,