1.

Record Nr.

UNISA996466560003316

Autore

Blondin Maude Josée

Titolo

Controller tuning optimization methods for multi-constraints and nonlinear systems : a metaheuristic approach / / Maude Josée Blondin

Pubbl/distr/stampa

Cham, Switzerland : , : Springer, , [2021]

©2021

ISBN

3-030-64541-X

Edizione

[1st ed. 2021.]

Descrizione fisica

1 online resource (X, 101 p. 27 illus., 20 illus. in color.)

Collana

SpringerBriefs in Optimization

Disciplina

519.4

Soggetti

Numerical analysis

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

1 Optimization algorithms in control systems -- 2 Controller tuning by metaheuristics optimization -- 3 Case studies -- 4 Future direction and research trends.

Sommario/riassunto

This book covers controller tuning techniques from conventional to new optimization methods for diverse control engineering applications. Classical controller tuning approaches are presented with real-world challenges faced in control engineering. Current developments in applying optimization techniques to controller tuning are explained. Case studies of optimization algorithms applied to controller tuning dealing with nonlinearities and limitations like the inverted pendulum and the automatic voltage regulator are presented with performance comparisons. Students and researchers in engineering and optimization interested in optimization methods for controller tuning will utilize this book to apply optimization algorithms to controller tuning, to choose the most suitable optimization algorithm for a specific application, and to develop new optimization techniques for controller tuning.