Computational Intelligence and Optimization Methods for Control Engineering

✍ Scribed by Maude Josée Blondin, Panos M. Pardalos, Javier Sanchis Sáez

Publisher: Springer International Publishing
Year: 2019
Tongue: English
Leaves: 363
Series: Springer Optimization and Its Applications 150
Edition: 1st ed. 2019
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This volume presents some recent and principal developments related to computational intelligence and optimization methods in control. Theoretical aspects and practical applications of control engineering are covered by 14 self-contained contributions. Additional gems include the discussion of future directions and research perspectives designed to add to the reader’s understanding of both the challenges faced in control engineering and the insights into the developing of new techniques. With the knowledge obtained, readers are encouraged to determine the appropriate control method for specific applications.

✦ Table of Contents

Front Matter ....Pages i-xv
Control Engineering from Classical to Intelligent Control Theory—An Overview (Maude Josée Blondin, Javier Sanchis Sáez, Panos M. Pardalos)....Pages 1-30
Main Metaheuristics Used for the Optimization of the Control of the Complex Systems (Pierre Borne, Amira Gharbi)....Pages 31-49
Optimal Controller Parameter Tuning from Multi/Many-objective Optimization Algorithms (O. Tolga Altinoz)....Pages 51-74
Fuzzy and Neuro-fuzzy Control for Smart Structures (Georgios K. Tairidis, Georgios E. Stavroulakis)....Pages 75-103
Computational Intelligence in the Desalination Industry (Pedro Cabrera, José A. Carta)....Pages 105-131
Control of Complex Biological Systems Utilizing the Neural Network Predictor (Samuel Oludare Bamgbose, Xiangfang Li, Lijun Qian)....Pages 133-148
A Real-Time Big Data Control-Theoretical Framework for Cyber-Physical-Human Systems (Azwirman Gusrialdi, Ying Xu, Zhihua Qu, Marwan A. Simaan)....Pages 149-172
Distributed Optimization Based Control on the Example of Microgrids (Philipp Braun, Philipp Sauerteig, Karl Worthmann)....Pages 173-200
Coherency Estimation in Power Systems: A Koopman Operator Approach (Harold R. Chamorro, Camilo A. Ordonez, Jimmy C.-H. Peng, Francisco Gonzalez-Longatt, Vijay K. Sood)....Pages 201-225
Appliance Identification Through Nonintrusive Load Monitoring in Residences (Christos Gogos, George Georgiou)....Pages 227-244
Management Suggestions for Process Control of Semiconductor Manufacturing: An Operations Research and Data Science Perspective (Marzieh Khakifirooz, Mahdi Fathi, Chen Fu Chien, Panos M. Pardalos)....Pages 245-274
Feedback Control Algorithms for the Dissipation of Traffic Waves with Autonomous Vehicles (Maria Laura Delle Monache, Thibault Liard, Anaïs Rat, Raphael Stern, Rahul Bhadani, Benjamin Seibold et al.)....Pages 275-299
Disturbance Rejection Run-to-Run Controller for Semiconductor Manufacturing (Marzieh Khakifirooz, Mahdi Fathi, Panos M. Pardalos)....Pages 301-319
Energy Management Improvement Based on Fleet Digitalization Data Exploitation for Hybrid Electric Buses (Jon Ander López, Victor Isaac Herrera, Haritza Camblong, Aitor Milo, Haizea Gaztañaga)....Pages 321-355

✦ Subjects

Mathematics; Calculus of Variations and Optimal Control; Optimization; Control, Robotics, Mechatronics; Control Structures and Microprogramming; Systems Theory, Control

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