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Neural and Fuzzy Logic Control of Drives and Power Systems

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Neural and Fuzzy Logic Control of Drives and Power Systems

MarcianN Cirstea, Andrei Dinu, Malcolm McCormick, JeenG Khor

ISBN 0750655585
Pages 399

The authors guide readers quickly and concisely through the complex topics of neural networks, fuzzy logic, mathematical modelling of electrical machines, power systems control and VHDL design. Unlike the academic monographs that have previously been published on each of these subjects, this book combines them and is based round case studies of systems analysis, control strategies, design, simulation and implementation. The result is a guide to applied control systems design that will appeal equally to students and professional design engineers. The book can also be used as a unique VHDL design aid, based on real-world power engineering applications.

Part 1-Theory and Principles; Control Systems; Modern Control Systems Design using CAD Techniques; Electric Motors and Power Systems; Elements of Neural Control; Neural FPGA Implementation; Fuzzy Logic Fundamentals; VHDL Fundamentals Part 2-Case Studies; Neural Current and Speed Control of induction Motors; Fuzzy Logic Control of a Synchronous Generator Set; References