Discrete-Time Recurrent Neural Control: Analysis and Applications

ISBN-13: 9781032338965 / Angielski / Miękka / 2022 / 292 str.

Edgar N. Sanchez

Opis

The book presents recent advances in the theory of neural control for discrete-time nonlinear systems with multiple inputs and multiple outputs. It provides solutions for the output trajectory tracking problem of unknown nonlinear systems based on sliding modes and inverse optimal control scheme.

Spis treści

Section I Analyses. Introduction. Mathematical Preliminaries. Discrete Time Neural Block Control. Neural Optimal Control. Section II Real-time Applications. Induction motors. Doubly Fed Induction Generator. Conclusions.

O autorze

Edgar N. Sanchez (M´85, SM´95) was born in 1949, in Sardinata, Colombia, South America. He obtained the BSEE, major in Power Systems, from Universidad Industrial de Santander (UIS), Bucaramanga, Colombia in 1971, the MSEE from CINVESTAVIPN (Advanced Studies and Research Center of the National Polytechnic Institute), major in Automatic Control, Mexico City, Mexico, in 1974 and the Docteur Ingenieur degree in Automatic Control from Institut Nationale Polytechnique de Grenoble, France in 1980. In 1971, 1972, 1975, and 1976, he worked for different Electrical Engineering consulting companies in Bogota, Colombia. In 1974, he was professor of Electrical Engineering Department of UIS, Colombia. From January 1981 to November 1990, he worked as a researcher at the Electrical Research Institute, Cuernavaca, Mexico. He was a professor of the graduate program in Electrical Engineering of the Universidad Autonoma de Nuevo Leon (UANL), Monterrey, Mexico, from December 1990 to December 1996. Since January 1997, he has been with CINVESTAV-IPN, Guadalajara Campus, Mexico, as a Professor of Electrical Engineering graduate programs. His research interest center in Neural Networks and Fuzzy Logic as applied to Automatic Control systems. He has been the advisor of 6 Ph. D. thesis and 33 M. Sc Thesis. He was granted an USA National Research Council Award as a research associate at NASA Langley Research Center, Hampton, Virginia, USA (January 1985 to March 1987). He is also member of the Mexican National Research System (promoted to highest rank, III, in 2005), the Mexican Academy of Science and the Mexican Academy of Engineering. He has published more than 100 technical papers in international journals and conferences and has served as reviewer for different international journals and conferences. He has also been member of many international conferences IPCs, both IEEE and IFAC.