Bio-Inspired Algorithms in PID Controller Optimization

✍ Scribed by Ashour, Amira S.; Baskaran, Anand; Dey, Nilanjan; Kallannan, Jagatheesan

• Publisher: CRC Press
• Year: 2018
• Tongue: English
• Leaves: 90
• Series: Intelligent Signal Processing and Data Analysis
• Edition: First edition
• Category: Library

✦ Synopsis

"This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency deviations, tie-line power flow deviations, and the area control error are included, supported by examples. The book also includes different scenarios of the load frequency controller for single area as well as multi-area thermal power generating unit considering different algorithms. Key Features:Highlights the importance of tuning the power system controller parameters with emphasis on bio-inspiration algorithmsProvides some applied applications/examples of the thermal power systemFocusses on power system applications based on the optimization algorithms with different single area and multi-area thermal power systemsReports different cases on the interconnected power systems with providing optimal performance by optimizing the controllers parameters"--Provided by publisher. Read more...

Abstract: "This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency deviations, tie-line power flow deviations, and the area control error are included, supported by examples. The book also includes different scenarios of the load frequency controller for single area as well as multi-area thermal power generating unit considering different algorithms. Key Features:Highlights the importance of tuning the power system controller parameters with emphasis on bio-inspiration algorithmsProvides some applied applications/examples of the thermal power systemFocusses on power system applications based on the optimization algorithms with different single area and multi-area thermal power systemsReports different cases on the interconnected power systems with providing optimal performance by optimizing the controllers parameters"--Provided by publisher

✦ Table of Contents

Content: Load frequency control and automatic generation control --
Bio-inspired optimization algorithms --
Literature survey --
Load frequency control of single area thermal power system with biogeography based optimization technique --
Investigated thermal power system --
Controller design and objective function --
Biogeography based optimization technique --
Results and analysis --
Conclusion --
Automatic generation control of multi-area interconnected thermal power system with SMES unit and ACO- PID controller --
Thermal power system under study --
Superconducting magnetic energy storage (SMES) unit --
PID controller design --
Ant colony optimization --
Simulation results and discussions --
Conclusion --
FPA optimized PID controller for performance improvement of multi-area interconnected thermal power system with non-linearities --
Investigated multi-area interconnected power system --
Controller design and objective function --
Flower pollination algorithm (FPA) --
Simulation result and analysis --
Conclusion --
Challenges and future perspectives.

✦ Subjects

Linear control systems;Mechanical engineering;Algorithms;Complexity (Philosophy);Computer algorithms;Computational complexity