An online learning and active disturbance rejection control-based ANN-inversion robust control scheme of excitation and valve system for turbogenerator

Chinese Control Conference, CCC

Volumn , Issue , 2012, Pages 3413-3418

  Xu, Qinghong ^a   Huang, Jiacai ^a   Li, Hongsheng ^a  

^a NANJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

active disturbance rejection control (ADRC); fractional order PID controller; inverse system; neural networks; online learning; power systems; transient stability

Indexed keywords

ACTIVE DISTURBANCE REJECTION; ACTIVE DISTURBANCE REJECTION CONTROLS; CONTROL SCHEMES; DISTURBANCE COMPENSATION; FOUR-MACHINE POWER SYSTEM; FRACTIONAL-ORDER PID CONTROLLERS; GRADIENT DESCENT METHOD; INVERSE SYSTEM; LYAPUNOV STABILITY; OFF-LINE TRAINING; OFFLINE; ONLINE LEARNING; ONLINE LEARNING ALGORITHMS; PID CONTROLLERS; POWER ANGLE; PSEUDO LINEAR; PSEUDO-CONTROL; ROBUST CONTROL SCHEME; SYSTEM ONLINE; TERMINAL VOLTAGES; TRAINING SAMPLE; TRANSIENT PERFORMANCE; VALVE SYSTEMS;

DEGREES OF FREEDOM (MECHANICS); DISTURBANCE REJECTION; ELECTRIC CONTROL EQUIPMENT; LEARNING ALGORITHMS; LINEAR SYSTEMS; NEURAL NETWORKS; PROPORTIONAL CONTROL SYSTEMS; STABILITY; STANDBY POWER SYSTEMS; TURBINES; TURBOGENERATORS;

E-LEARNING;

EID: 84873534266     PISSN: 19341768     EISSN: 21612927     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Wang Youyi, David J Hill, Richard H. Middleton, et al. Transient stability enhancement and voltage regulation of power system[J]. IEEE Transactions on Power System, 1993, 8 (2): 620-627.
2. Li Chun-wen, Liu Yan-hong, Chen Tie-jun, et al. Feedback control of nonlinear singular systems with application to power systems: an inverse system method[J]. Control Theory & Applications, 2007, 24 (5): 799-802.
3. Ma Jin, Xi Zai-rong, Mei Sheng-wei, et al. Nonlinear stabilizing controller design for the stream-valving and excitation system based on Hamilton energy theory[J]. Proceedings of CSEE, 2002, 22 (11): 88-93.
4. Wang Bing, Ji Hai-bo, Chen Huan, et al. The coordinated passivity techniques for the excitation and stream-valving control of generator[J]. Proceedings of CSEE, 2004, 24 (5): 104-109.
5. Yu Tao, Shen Shande, Li Donghai, et al. Nonlinear coordinated auto-disturbance-rejection governor and excitation controller for synchronous generators[J]. Automation of Electric Power Systems, 2003, 27 (3): 36-41.
6. Dai Xianzhong, Zhang Teng, Zhang Kaifeng, et al. ANN-inverse based decoupling control of excitation and valve system for turbogenerator[J]. Proceedings of CSEE, 2002, 22 (11): 75-80.
7. P. Kunder. Power System Stability and Control [M]. New York: McGraw-Hill Inc., 1994.
8. Zheng Qing, Chen Zhongzhou, Gao Zhiqiang. A practical approach to disturbance decoupling control[J]. Control Engineering Practice, 2009, 17: 1016-1025.
9. Xu Qinghong, Dai Xianzhong. Online learning ANN-Inversion excitation controller with NNPSS for multi-machine power system[J]. Electric Power Automation Equipment, 2010, 30 (1): 25-31.
10. Concepción A. Monje, Yangquan Chen, Blas M. Vinagre, Dingyü, Vicente Feliu Fractional-order Systems and Controls-Fundamentals and applications[M]. Springer, 2011
11. Li Hongsheng, Luo Y, Y.Q. Chen. A Fractional Order Proportional and Derivate(FOPD) Motion Controller: Tuning Rule and Experiments[J]. IEEE Trans. On Control Systems Technology, 2010, 18 (2): 516-521.