Intelligent Algorithms for Analysis and Control of Dynamical Systems

✍ Scribed by Rajesh Kumar, V. P. Singh, Akhilesh Mathur

Publisher: Springer Singapore;Springer
Year: 2021
Tongue: English
Leaves: 202
Series: Algorithms for Intelligent Systems
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book explores various intelligent algorithms including evolutionary algorithms, swarm intelligence-based algorithms for analysis and control of dynamical systems. Both single-input–single-output (SISO) and multi-input–multi-output (MIMO) systems are explored for analysis and control purposes. The applications of intelligent algorithm vary from approximation to optimal control design. The applications of intelligent algorithms not only improve understanding of a dynamical system but also enhance the control efficacy. The intelligent algorithms are now readily applied to all fields of control including linear control, nonlinear control, digital control, optimal control, etc. The book also discusses the main benefits attained due to the application of algorithms to analyze and control.

✦ Table of Contents

Front Matter ....Pages i-xiii
Improving Transient Response of Cuk Converters Using Artificial Neural Network Based Controller (Godavarthi Charan, Dasa Sampath, V. N. Siva Praneeth, Y. V. Pavan Kumar)....Pages 1-12
Global Best Guided Crow Search Algorithm for Optimization Problems (Ritika Roy, Tirath Prasad Sahu, Naresh Kumar Nagwani, Sudeepa Das)....Pages 13-22
Artificial Intelligent-Based Sliding Mode Controller for State Feedback Discrete-Time System (Nikhil K. Yadav)....Pages 23-32
A Comparative Study of Four Genetic Algorithm-Based Crossover Operators for Solving Travelling Salesman Problem (Aditya Narayan Singh, Jose Mrudula, Ritik Pandey, Sujit Das)....Pages 33-40
Modified Eigen Permutation-Based Model Simplification of LTI Systems Using Evolutionary Algorithm (Akhilesh Kr. Gupta, Chhabindra Nath Singh, Deepak Kumar, Paulson Samuel)....Pages 41-49
A Mixed Approach for Model Reduction Using Differential Evolution and Eigen Permutation (Chhabindra Nath Singh, Akhilesh Kr. Gupta, Deepak Kumar, Paulson Samuel)....Pages 51-59
Simulation Studies of Inverted Pendulum Based on VSC Using Whale Optimization Algorithm (Satyendra Kumar, Moina Ajmeri)....Pages 61-68
Vision-Based Fault Detection and Parameter Identification for Flight Control Law Reconfiguration (Kishan S. Chowhan, Vijay V. Patel, Hemendra Arya, Girish S. Deodhare)....Pages 69-78
Development of Hardware-In-The-Loop Test Bench for Automation of After-Treatment Control Systems Tests (Arundhatti Bezbaruah, Bhanu Pratap, Sandeep B. Hake)....Pages 79-88
Intelligent Control System for Water Pollutant Monitoring Using ANN and Fuzzy Logic (Divya Pandey, Satanand Mishra, Shivani Pandey)....Pages 89-101
Design of Fractional-Order PID/PID Controller for Speed Control of DC Motor Using Harris Hawks Optimization (Vijaya Kumar Munagala, Ravi Kumar Jatoth)....Pages 103-113
Artificial Intelligence-Based Robust Sliding Mode Control Technique for Plant with Input Uncertainty (Nikhil K. Yadav)....Pages 115-124
Designing of Fractional-Order PI/PID Controller by Meta-heuristic Algorithm Using PSO for PEM Fuel Cell (Govind Anil, M. Siva, S. Srinath, G. Uday Bhaskar Babu)....Pages 125-131
Fuzzy Logic Theory-Based PI Controller Tuning for Improved Control of Liquid Level System (K. Sandeep Rao, V. Bharath Kumar, V. N. Siva Praneeth, Y. V. Pavan Kumar)....Pages 133-143
Modeling and Optimization of Surface Roughness in Machining of Brass Using Multi-linear Regression in Conjunction With Genetic Algorithm (Suhail Manroo, Suhail Ganiny)....Pages 145-155
A Novel AUTOSAR-Compliant Approach to Develop Resolver as Complex Device Driver for Electric Vehicle Inverter (Sakshi Sharma, Bhanu Pratap, Ajit Safai, Raghav Ankur)....Pages 157-166
Role of Power Electronics and Optimization Techniques in Renewable Energy Systems (Abrar Ahmed Chhipa, Shripati Vyas, Vinod Kumar, R. R. Joshi)....Pages 167-175
Rotor Resistance Estimation for Improved Performance of MRAS-Based Sensorless Speed Estimation of Induction Motor Drives (Priya Misra, Bhavnesh Kumar)....Pages 177-187
Simple PID Controller Design for Non-minimum Phase FOPTD and SOPTD Processes (Ediga Chandramohan Goud, A. Seshagiri Rao, M. Chidambaram)....Pages 189-197

✦ Subjects

Engineering; Computational Intelligence; Algorithms; Control

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