Sliding mode control of a DC/DC PWM converter with PFC implemented by neural networks

IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications

Volumn 44, Issue 8, 1997, Pages 743-749

  Carrasco, Juan M ^a   Quero, José M ^a   Ridao, F P ^a   Perales, Manuel A ^a   Franquelo, Leopoldo G ^a  

^a UNIVERSITY OF SEVILLE   (Spain)

Author keywords

Analog controller; Neural network; Sliding mode

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; APPROXIMATION THEORY; BACKPROPAGATION; ELECTRIC POWER FACTOR; INTELLIGENT CONTROL; LEARNING ALGORITHMS; NEURAL NETWORKS; OPERATIONAL AMPLIFIERS; POWER ELECTRONICS; PULSE WIDTH MODULATION; SWITCHING NETWORKS;

SLIDING MODE CONTROL; VARIABLE STRUCTURE CONTROL (VSC) ALGORITHM;

POWER CONVERTERS;

EID: 0031199149     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/81.611271     Document Type: Article

References (17)

1. F. Harashima, Y. Demizu, S. Kondo, and J. Hashimoto, "Application of neural networks to power converter control," in Conf. Rec. IEEE/IAS Anna. Meet., 1989, pp. 1086-1091.
2. J. M. Quero, J. M. Carrasco, and L.G. Franquelo, "A neural controller for quasi-resonant converters," in 4th Euro. Conf. Power Electron. Applicat. (EPE'91), Florence, Italy, vol. 4, pp. 207-211.
3. _, "Adaptive energy feed-back control for resonant converter using neural networks," in IEEE Power Electron. Specialist Conf. (PESC'92), Toledo, OH, vol. 2, pp. 800-806.
4. B.-R. Lin and R. G. Hoft, "Power electronic converter control based on neural network to power converter control," in IEEE Power Electron. Specialist Conf. (PESC'93), vol. 2, pp. 900-906.
5. A. M. Trzynadlowki and S. Legowski, "Application of neural networks to the optimal control of three phase voltage-controlled inverters," IEEE Trans. Power Electron., vol. 9, pp. 397-404, July 1994.
6. J. M. Carrasco, J. M. Quero, and L. G. Franquelo, "An analog neural network controller for an active power filter based on the instantaneous reactive power theory," in 6th Euro. Conf. Power Electron. (EPE'95), Seville, Spain, vol. 1, pp. 1385-1390.
7. J. M. Carrasco, J. M. Quero, F. P. Ridao, and L. G. Franquelo, "A neural network controller for power converters based on a computational optimal control surface," in 6th Europ. Conf. Power Electron. (EPE'95), Seville, Spain, vol. 1, pp. 1344-1349.
8. J. M. Carrasco, J. M. Quero, and L. G. Franquelo, "Multi-input variable structure controller for electronic power converters implemented by Neural Network Techniques," in IEEE Power Electron. Specialist Conf. (PESC'95), vol. 2, pp. 800-806.
9. B. Jammes and J. C. Marpinard, "Reseaux de neurones appliques a la commande des convertisseurs," Memo. Tecnica: Seminario Anual de Automatica y Electronica Industrial, pp. 53-63 Sept. 1995.
10. J. M. Carrasco, J. M. Quero, F. P. Ridao, M. A. Perales, and L. G. Franquelo, "An experimental neural controller implementing a VSC for a DC/DC converter with PFC," in IEEE Power Electron. Specialist Conf. (PESC'96), vol. 2, pp. 1488-1493.
11. K. Narendra and K. Parthasarathy. "Identification and control of dynamical systems," IEEE Trans. Neural Networks, vol. 1, pp. 4-27, 1990.
12. V. I. Utkin, "Variable structure systems with sliding modes," IEEE Trans. Automat. Contr., vol. AC-22, pp. 212-222, 1977.
13. H. Sira-Ramirez, "Sliding mode control on slow manifolds of DC to DC power converters," Int. J. Contr., vol. 47, no. 5, pp. 1323-1340, 1988.
14. A. E. van der Groef, P. P. J. van den Bosch, and H. R. Visser, "Multiinput variable structure controllers for electronics converters," in 4th Euro. Conf. Power Electron. Applicat., 1991, Florence, Italy, vol. 1, pp. 1-6.
15. J. M.Quero, E. F.Camacho, and L. G. Franquelo, "Neural networks for constraint predictive control," IEEE Trans. Circuits Syst., vol. 40, pp. 621-626. Sept. 1993.
16. N. B. Karayiannis and A. N. Venetsanopoulos, Artificial Neural Networks. Learning Algorithms, Performance Evaluation, and Applications. Boston, MA: Kluwer Academic, 1993.
17. K. Hornik, M. Stinchcombe, and H. White, "Multilayer feedforward networks are universal approximators," Dept. Economics, Univ. California, San Diego, discussion paper, 1988.