A strategy of generalized predictive control based on neural network

Proceedings of 2004 International Conference on Machine Learning and Cybernetics

Volumn 1, Issue , 2004, Pages 483-487

  Sun, Hai Rong ^a   Li, Peng ^b   Zhou, Li Hui ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

Generalized predictive control; Nonlinear neural network

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; FUNCTIONS; NEURAL NETWORKS; NONLINEAR SYSTEMS;

ADAPTIVE TUNING; GENERALIZED PREDICTIVE CONTROL; NONDERIVATIVE OPTIMIZATION METHODS; NONLINEAR NEURAL NETWORKS;

PREDICTIVE CONTROL SYSTEMS;

EID: 6344265476     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Haley P, Soloway D & Gold B (1996). Real-time adaptive control using neural generalized predictive control. Proceedings of American Control Conference, Vol.6, June, pp. 4278-4282.
2. Narendra Kumpati S & Parthasarathy K. (1990). Identification and Control of Dynamical Systems Using Neural Networks. IEEE Trans. On Neural Networks, Vol. 1, No. 1, March, pp. 4-27
3. Nicolao G D, Magni L & Scattolini R. (1997). Stabilizing Predictive Control of Nonlinear ARX Models. Automatica, Vol. 33, No. 9, pp 1691-1697.
4. Noriega J R. & Hong Wang (1998). A Direct Adaptive Neural-Network Control for Unknown Nonlinear Systems and Its Application, IEEE Trans. on Neural Networks, VOL. 9, NO. 1, January, pp 27-34.
5. Shu Diqian (1996). Predictive Control Systems and Applications. Mechanical Industry Publishing Company, Beijing, China, pp. 218-225.
6. Zhang Zhixing & Sun Chunzai (2000). Neuro-Fuzzy and Soft-Computing. Xian Jiaotong University Publish Company, pp.121-134.