Research on hydroelectric generating unit controller based on fuzzy neural network

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 2, Issue , 2006, Pages 6559-6563

  Zipeng, Zhang ^a   Xiaohui, Yuan ^a   Suyi, Liu ^b  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b WUHAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Fuzzy neural network; Hydroelectric generating unit; Optimization control; RBF neural network

Indexed keywords

CASE BASED REASONING; COMPUTER SIMULATION; CONTROL EQUIPMENT; FUZZY CONTROL; FUZZY NEURAL NETWORKS; RADIAL BASIS FUNCTION NETWORKS;

HYDROELECTRIC GENERATING UNIT; OPTIMIZATION CONTROL; RBF NEURAL NETWORK;

HYDROELECTRIC POWER PLANTS;

EID: 34047219228     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2006.1714350     Document Type: Conference Paper

References (7)

1. Jiang Chang, Zhihuai Xiao, Shu qingwnag. "Neural network predict control for the hydro turbine generator set,".The second international conference on machine learning and cybernetics(ICMLC2003), 2003, pp.2-5
2. Esko K. Juuso. "Integration of intelligent systems in development of smart adaptive systems," J. International Journal of Approximate Reasoning, 2004, vol.35, pp.307-337,.
3. Jin Jiang. "Design of an Optimal Robust Governor for Hydraulic Turbine Generating Units," J. IEEE Trans. on Energy Conversion, 1995, vol.l0(l), pp. 188-194,.
4. K.S. Narendra, etc. "Identification and Control for Dynamic Systems using Neural Networks," J. IEEE, TransNN, 1990, vol.l(3), pp.4-273,
5. Sung-Kwun Oh, Witold Pedrycz and Byoung-Jun Park. "Self-organizing neurofuzzy networks in modeling software data," J. Fuzzy Sets and Systems, 2004, vol. 145(3), pp. 165-181,
6. Yongyi Wang, Jian Tu. "Neural Network Control," M. Machine Industry Press, 1998
7. Min Han, Jianhui Xi. "Efficient clustering of radial basis perceptron neural network for pattern recognition," J. Pattern Recognition, 2004, vol. 37(6), pp. 2059-2067.