Decentralized Fuzzy H∞-Iterative Learning LFC With Time-Varying Communication Delays and Parametric Uncertainties

被引:25
作者
Ramlal, Craig J. [1 ]
Singh, Arvind [2 ]
Rocke, Sean [3 ]
Sutherland, Michael [4 ]
机构
[1] Univ West Indies, Dept Elect & Comp Engn, Control Syst Grp, St Augustine, Trinidad Tobago
[2] Univ West Indies, Dept Elect & Comp Engn, Energy Syst, St Augustine, Trinidad Tobago
[3] Univ West Indies, St Augustine, Trinidad Tobago
[4] Univ West Indies, Fac Engn, Dept Geomat Engn & Land Management, St Augustine, Trinidad Tobago
关键词
Iterative Learning Control; Fuzzy Control; time-varying delay; parametric uncertainties; Load frequency control; LOAD FREQUENCY CONTROL; POWER-SYSTEMS; SLIDING MODE; STABILITY; NETWORK; CONSTANT; DESIGN;
D O I
10.1109/TPWRS.2019.2917613
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Load frequency control (LFC) continues to be a major problem in multi-area power systems, which is compounded by communication network issues and parametric uncertainties, that degrade controller performance. In this contribution, a fuzzy H-infinity-iterative learning controller (FILC) is designed for decentralized LFC with little knowledge of the local power area's model and no knowledge of the external power areas' models. Further to this, time-varying communication delays, parametric variations, large disturbances, and non-identical power system area parameters are considered. The FILC strategy comprises a fuzzy strategy that quickly rejects large disturbances and drives the error to a designed tolerable band where an iterative learning control technique that is proven to be asymptotically stable with a prescribed H-infinity performance achieves zero-error convergence. The proposed FILC is compared with that of the well-known PI algorithm for a three-area power system. Results indicate that the FILC performs significantly better than the PI controller under practical combinations of network problems, overlapping large disturbances in multiple areas and parameter variations.
引用
收藏
页码:4718 / 4727
页数:10
相关论文
共 35 条
[1]  
Bevrani H, 2006, ENG INTELL SYST ELEC, V14, P109
[2]   A control strategy for LFC design with communication delays [J].
Bevrani, H. ;
Hiyama, T. .
IPEC: 2005 International Power Engineering Conference, Vols 1 and 2, 2005, :1087-1092
[3]   Robust decentralised PI based LFC design for time delay power systems [J].
Bevrani, Hassan ;
Hiyama, Takashi .
ENERGY CONVERSION AND MANAGEMENT, 2008, 49 (02) :193-204
[4]  
Bevrani H, 2009, POWER ELECTRON POWER, P1, DOI 10.1007/978-0-387-84878-5_1
[5]   On Load-Frequency Regulation With Time Delays: Design and Real-Time Implementation [J].
Bevrani, Hassan ;
Hiyama, Takashi .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2009, 24 (01) :292-300
[6]   Load frequency control in two area power systems using fuzzy logic controller [J].
Çam, E ;
Kocaarslan, I .
ENERGY CONVERSION AND MANAGEMENT, 2005, 46 (02) :233-243
[8]   Fuzzy system-based adaptive iterative learning control for nonlinear plants with initial state errors [J].
Chien, CJ ;
Hsu, CT ;
Yao, CY .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2004, 12 (05) :724-732
[9]   H∞ load frequency control of interconnected power systems with communication delays [J].
Dey, Rajeeb ;
Ghosh, Sandip ;
Ray, G. ;
Rakshit, A. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 42 (01) :672-684
[10]  
Ibrir S, 2014, IEEE INTL CONF IND I, P338, DOI 10.1109/INDIN.2014.6945535