Diagonal recurrent neural network self-tuning PID control for superheated steam temperature system

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 24, Issue 8, 2004, Pages 196-200

  Wang, Dong Feng ^a   Han, Pu ^a   Guo, Qi Gang ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Diagonal recurrent neural network(DRNN); Grey prediction; PID control; Self tuning; Superheated steam temperature system; Thermal power engineering

Indexed keywords

BOILERS; COMPUTER SIMULATION; RECURRENT NEURAL NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); STEAM POWER PLANTS; TEMPERATURE CONTROL;

DIAGONAL RECURRENT NEURAL NETWORK; GREY PREDICATION; PROPORTIONAL INTEGRAL DIFFERENTIAL CONTROL; SELF TUNING; SUPERHEATED STEAM TEMPERATURE SYSTEM;

STEAM;

EID: 4644228526     PISSN: 02588013     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (14)

1. Fan Yongsheng, Xu Zhigao, Chen Laijiu. Study of adaptive fuzzy control of boiler superheated temperature based on dynamic mechanism analysis [J]. Proceedings of the CSEE, 1997, 17(1): 23-28.
2. Wang Dongfeng, Han Pu. Variable arguments PID control for main steam temperature system based on immune genetic optimization [J]. Proceedings of the CSEE, 2003, 23(9): 212-217.
3. Zhang L X, Jiang A Q, Han D C. The big capacity boiler superheated temperature fuzzy-Smith control system [A]. Proceedings of the 4th World Congress on Intelligent Control and Automation [C]. Shanghai, China, 2002: 1872-1876.
4. Han Pu, Wang Dongfeng, Wang Guoyu, et al. Multi-model predictive functional control and its application [J]. Control and Decision, 2003, 18(3): 375-377.
5. Wang Guoyu, Han Pu, Wang Dongfeng, et al Studies and applications of PFC-PID cascade control strategy in main steam temperature system [J]. Proceedings of the CSEE, 2002, 22(12): 50-55.
6. Matsumura M, Ogata K, Fujii S, et al. Adaptive control for steam temperature of thermal power plant [A]. Proceedings of the 1998 IEEE Inter. Conf. on Control applications [C]. Trieste, Italy, 1998: 1107-1109.
7. Liu W D, Xie K M, Dong W B. The serf-adjusting intelligent fuzzy control system to superheated steam temperature in monoblock unit [A]. Proceedings of the 4th World Congress on Intelligent Control and Automation [C]. Shanghai, China, 2002: 1667-1670.
8. Liu Zhiyuan, Lu Jianhong, Chen Laijiu. Prospects of application of intelligent PID controller in power plant thermal process control [J]. Proceedings of the CSEE, 2002, 22(8): 128-134.
9. Tan Yingzi, Shen Jiong, Lu Zhenzhong. Study of immune PID control for superheated steam temperature control system [J]. Proceedings of the CSEE, 2002, 22(10): 148-152.
10. Li Meng, Shen Jiong. Simulation study of adaptive GA-based PID parameter optimization for the control of superheated steam temperature [J]. Proceedings of the CSEE, 2002, 22(8): 145-149.
11. Deng J L. Control problem of grey systems [J]. System and Control Letters, 1982, 1(4): 288-294
12. Wang D F, Han P, Han W. Typical grey prediction control methods and simulation studies [A]. 2003 International Conference on Machine Learning and Cybernetics [C]. Xi'an, China, 2003: 513-518
13. Chao C K and Kwang Y L. Diagonal recurrent neural networks for dynamic systems control [J]. IEEE Transaction on Neural Networks, 1995, 6(1): 144-155.
14. Wang Dongfeng, Wang Jiandong, Han Pu. PID arguments tuning based on IMC theory and its application [J]. Journal of North China Electric Power University, 2003, 30(4): 42-46.