Skip to Main Content
Fuzzy Logic Applications in Computer Science and Mathematics
book

Fuzzy Logic Applications in Computer Science and Mathematics

by Rahul Kar, Dac-Nhuong Le, Gunjan Mukherjee, Biswadip Basu Mallik, Ashok Kumar Shaw
October 2023
Intermediate to advanced content levelIntermediate to advanced
304 pages
6h 44m
English
Wiley-Scrivener
Content preview from Fuzzy Logic Applications in Computer Science and Mathematics

7Design of Type-2 Fuzzy Controller for Hybrid Multi-Area Power System

Susmit Chakraborty1, Arindam Mondal2* and Soumen Biswas2

1Department of Electrical & Electronics Engineering, Pailan College of Management & Technology, Kolkata, India

2Department of Electrical Engineering, Dr. B C Roy Engineering College, Durgapur, India

Abstract

In this chapter, a new fuzzy method named as interval type-2 fuzzy inference systems (IT2FIS) is proposed along with Fractional order PID (FOPID) controller to control tie-bar power error and frequency error of power system containing multi area. Two area system containing conventional as well as non-conventional sources like solar-thermal and wind-hydroelectric systems are studied in this chapter. Type-2-fuzzy parameters are trained by Levenberg–Marquardt algorithm (LMA). A comparison is done for the responses of the systems when controlled by PID-type-2-fuzzy combined controller and FOPID-type-2-fuzzy combined controller. PID parameters (Kp, Ki, Kd) are optimized using metaheuristic Chaotic Atomic Search Optimization (CASO) algorithm. Simulation results are analysed though the obtained parameters such as settling time, overshoot and undershoot when the system is controlled by both the complex controllers with and without disturbances and the same is compared with the results obtained using conventional PID controller. The mathematical formulations along with the simulation results are illustrated using MATLAB to prove the efficacy of the proposed ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Fuzzy Logic with Engineering Applications, 4th Edition

Fuzzy Logic with Engineering Applications, 4th Edition

Timothy J. Ross
Advanced Mathematics

Advanced Mathematics

Stanley J. Farlow
Practical Discrete Mathematics

Practical Discrete Mathematics

Ryan T. White, Archana Tikayat Ray

Publisher Resources

ISBN: 9781394174539Purchase Link