Authors:
- Multi-subject theoretical reference
- Comprehensive guidebook for various inter-disciplinary power engineering applications and future projects
- Self-contained reference
- Includes supplementary material: sn.pub/extras
Part of the book series: Power Systems (POWSYS)
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Table of contents (5 chapters)
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Front Matter
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Back Matter
About this book
Power engineering has become a multidisciplinary field ranging from linear algebra, electronics, signal processing to artificial intelligence including recent trends like bio-inspired computation, lateral computing and so on. In this book, Ukil builds the bridge between these inter-disciplinary power engineering practices. The book looks into two major fields used in modern power systems: intelligent systems and the signal processing.
The intelligent systems section comprises of fuzzy logic, neural network and support vector machine. The author looks at relevant theories on the topics without assuming much particular background. Following the theoretical basics, he studies their applications in various problems in power engineering, like, load forecasting, phase balancing, or disturbance analysis. These application studies are of two types: full application studies explained like in-depth case-studies, and semi-developed application ideas with scope for further extension. This is followed by pointers to further research information.
In the second part, the book leads into the signal processing from the basics of the system theory, followed by fundamentals of different signal processing transforms with examples. A section follows about the sampling technique and the digital filters which are the ultimate processing tools. The theoretical basics are substantiated by some of the applications in power engineering, both in-depth and semi-developed as before. This also ends up with pointers to further research information.
“Intelligent Systems and Signal Processing in Power Engineering” is helpful for students, researchers and engineers, trying to solve power engineering problems using intelligent systems and signal processing, or seeking applications of intelligent systems and signal processing in power engineering.
Authors and Affiliations
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ABB Corporate Research, Segelhofstrasse 1K, Switzerland
Abhisek Ukil
Bibliographic Information
Book Title: Intelligent Systems and Signal Processing in Power Engineering
Authors: Abhisek Ukil
Series Title: Power Systems
DOI: https://doi.org/10.1007/978-3-540-73170-2
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2007
Hardcover ISBN: 978-3-540-73169-6Published: 02 October 2007
Softcover ISBN: 978-3-642-09219-0Published: 25 November 2010
eBook ISBN: 978-3-540-73170-2Published: 23 September 2007
Series ISSN: 1612-1287
Series E-ISSN: 1860-4676
Edition Number: 1
Number of Pages: XV, 372
Topics: Energy Systems, Control, Robotics, Mechatronics, Signal, Image and Speech Processing, Nuclear Energy, Energy, general