POWER ELECTRONICS HANDBOOK, 3rd Edition

37

Fuzzy Logic Applications in Electrical Drives and Power Electronics

Ahmed Rubaai

Electrical and Computer Engineering Department, Howard University, Washington, DC 20059, USA

Paul Young

Radiant Blue Technologies, 4501 Singer Ct, Ste 220, Chantilly, VA 20151

Abdul Ofoli

Electrical Engineering Department, The University of Tennessee at Chattanooga, Chattanooga, TN 37403, USA

Marcel J. Castro-Sitiriche

Electrical and Computer Engineering Department, University of Puerto Rico at Mayagüez, Mayagüez, Puerto Rico, 00681

37.1 Introduction

37.2 PI/PD-Like Fuzzy Control Structure

37.2.1 Fuzzy-Based PI Controller

37.2.2 Fuzzy-Based PD Controller

37.3 FNN PI/PD-Like Fuzzy Control Architecture

37.3.1 Input Layer

37.3.2 The Membership Layer

37.3.3