Power Converters and AC Electrical Drives with Linear Neural Networks is popular PDF and ePub book, written by Maurizio Cirrincione in 2012-05-07, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Power Converters and AC Electrical Drives with Linear Neural Networks can be Read Online from any device for your convenience.
Power Converters and AC Electrical Drives with Linear Neural Networks Book PDF Summary
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.
Detail Book of Power Converters and AC Electrical Drives with Linear Neural Networks PDF
- Author : Maurizio Cirrincione
- Release : 07 May 2012
- Publisher : CRC Press
- ISBN : 9781439818145
- Genre : Technology & Engineering
- Total Page : 649 pages
- Language : English
- PDF File Size : 11,6 Mb
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