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Intelligent Systems and Signal Processing in Power Engineering

  • Abhisek Ukil

Part of the Power Systems book series (POWSYS)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Abhisek Ukil
    Pages 1-4
  3. Abhisek Ukil
    Pages 5-74
  4. Abhisek Ukil
    Pages 75-159
  5. Abhisek Ukil
    Pages 161-226
  6. Abhisek Ukil
    Pages 227-367
  7. Back Matter
    Pages 369-372

About this book

Introduction

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.

Keywords

Extension Phase Signal Trend artificial intelligence bridge electronics fuzzy logic information logic neural network signal processing systems theory

Authors and affiliations

  • Abhisek Ukil
    • 1
  1. 1.ABB Corporate ResearchSegelhofstrasse 1KSwitzerland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-73170-2
  • Copyright Information Springer 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-73169-6
  • Online ISBN 978-3-540-73170-2
  • Series Print ISSN 1612-1287
  • Buy this book on publisher's site