This book offers a comprehensive introduction to intelligent control system design, using MATLAB simulation to verify typical intelligent controller designs. It also uses real-world case studies that present the results of intelligent controller implementations to illustrate the successful application of the theory. Addressing the need for systematic design approaches to intelligent control system design using neural network and fuzzy-based techniques, the book introduces the concrete design method and MATLAB simulation of intelligent control strategies; offers a catalog of implementable intelligent control design methods for engineering applications; provides advanced intelligent controller design methods and their stability analysis methods; and presents a sample simulation and Matlab program for each intelligent control algorithm.

The main topics addressed are expert control, fuzzy logic control, adaptive fuzzy control, neural network control, adaptive neural contro

l and intelligent optimization algorithms, providing several engineering application examples for each method.

Les mer
Presents various intelligent controller design examples in motion control applications Addresses typical intelligent controller stability analysis Offers practical engineering design examples and Matlab programs to accompany each intelligent control algorithm Uses MATLAB language to simulate several control system examples Includes supplementary material: sn.pub/extras
Les mer

Produktdetaljer

ISBN
9789811052620
Publisert
2017-10-03
Utgiver
Springer Verlag, Singapore
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, UP, 06, 05
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
15

Forfatter