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Books > Professional & Technical > Electronics & communications engineering > Electronics engineering
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Power Converters and AC Electrical Drives with Linear Neural Networks (Hardcover)
Loot Price: R7,515
Discovery Miles 75 150
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Power Converters and AC Electrical Drives with Linear Neural Networks (Hardcover)
Series: Energy, Power Electronics, and Machines
Expected to ship within 12 - 17 working days
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The first book of its kind, Power Converters and AC Electrical
Drives with Linear Neural Networks systematically explores the
application of neural networks in the field of power electronics,
with particular emphasis on the sensorless control of AC drives. It
presents the classical theory based on space-vectors in
identification, discusses control of electrical drives and power
converters, and examines improvements that can be attained when
using linear neural networks. The book integrates power electronics
and electrical drives with artificial neural networks (ANN).
Organized into four parts, it first deals with voltage source
inverters and their control. It then covers AC electrical drive
control, focusing on induction and permanent magnet synchronous
motor drives. The third part examines theoretical aspects of linear
neural networks, particularly the neural EXIN family. The fourth
part highlights original applications in electrical drives and
power quality, ranging from neural-based parameter estimation and
sensorless control to distributed generation systems from renewable
sources and active power filters. Simulation and experimental
results are provided to validate the theories. Written by experts
in the field, this state-of-the-art book requires basic knowledge
of electrical machines and power electronics, as well as some
familiarity with control systems, signal processing, linear
algebra, and numerical analysis. Offering multiple paths through
the material, the text is suitable for undergraduate and
postgraduate students, theoreticians, practicing engineers, and
researchers involved in applications of ANNs.
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