NEURAL AND FUZZY LOGIC CONTROL OF DRIVES AND POWER SYSTEMS

By RICHARD MARTINEZ

CONTROL SYSTEMS CONTROL THEORY: HISTORICAL REVIEW INTRODUCTION TO CONTROL SYSTEMS CONTROL SYSTEMS FOR A C DRIVES MODERN CONTROL SYSTEMS DESIGN USING CAD TECHNIQUES ELECTRONIC DESIGN AUTOMATION ( EDA) APPLICATION SPECIFIC INTEGRATED CIRCUIT ( ASIC) BASICS FIELD PROGRAMMABLE GATE ARRAYS ( FPGAS) ASICS FOR POWER SYSTEMS AND DRIVES ELECTRIC MOTORS AND POWER SYSTEMS ELECTRIC MOTORS POWER SYSTEMS PULSE WIDTH MODULATION THE SPACE VECTOR IN ELECTRICAL SYSTEMS INDUCTION MOTOR CONTROL SYNCHRONOUS GENERATORS CONTROL ELEMENTS OF NEURAL CONTROL NEURONE TYPES ARTIFICIAL NEURAL NETWORKS ARCHITECTURES TRAINING ALGORITHMS CONTROL APPLICATIONS OF ANNS NEURAL NETWORK IMPLEMENTATION NEURAL FPGA IMPLEMENTATION NEURAL NETWORKS DESIGN AND IMPLEMENTATION STRATEGY CONTENTS UNIVERSAL PROGRAMS - FFANN HARDWARE IMPLEMENTATION HARDWARE IMPLEMENTATION COMPLEXITY ANALYSIS FUZZY LOGIC FUNDAMENTALS HISTORICAL REVIEW FUZZY SETS AND FUZZY LOGIC TYPES OF MEMBERSHIP FUNCTIONS LINGUISTIC VARIABLES FUZZY LOGIC OPERATORS FUZZY CONTROL SYSTEMS FUZZY LOGIC IN POWER AND CONTROL APPLICATIONS VHDL FUNDAMENTALS INTRODUCTION VHDL DESIGN UNITS LIBRARIES, VISIBILITY AND STATE SYSTEM IN VHDL SEQUENTIAL STATEMENTS CONCURRENT STATEMENTS FUNCTIONS AND PROCEDURES ADVANCED FEATURES IN VHDL SUMMARY NEURAL CURRENT AND SPEED CONTROL OF INDUCTION MOTORS THE INDUCTION MOTOR EQUIVALENT CIRCUIT THE CURRENT CONTROL ALGORITHM THE NEW SENSORLESS MOTOR CONTROL STRATEGY INDUCTION MOTOR CONTROLLER VHDL DESIGN FPGA CONTROLLER EXPERIMENTAL RESULTS FUZZY LOGIC CONTROL OF A SYNCHRONOUS GENERATOR SET SYSTEM REPRESENTATION VHDL MODELLING FPGA IMPLEMENTATION SYSTEM ASSEMBLY AND EXPERIMENTAL TESTS CONCLUSIONS