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Intelligent Systems (The Industrial Electronics Handbook), 2E by Bodgan Wilamowski, J. David Irwin

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About this book :-
Intelligent Systems (The Industrial Electronics Handbook), 2E written by Bodgan Wilamowski, J. David Irwin .
The field of industrial electronics covers a plethora of problems that must be solved in industrial practice. Electronic systems control many processes that begin with the control of relatively simple devices like electric motors, through more complicated devices such as robots, to the control of entire fabrication processes. An industrial electronics engineer deals with many physical phenomena as well as the sensors that are used to measure them. Thus, the knowledge required by this type of engineer is not only traditional electronics but also specialized electronics, for example, that required for high-power applications. The importance of electronic circuits extends well beyond their use as a final product in that they are also important building blocks in large systems, and thus the industrial electronics engineer must also possess knowledge of the areas of control and mechatronics. Since most fabrication processes are relatively complex, there is an inherent requirement for the use of communication systems that not only link the various elements of the industrial process but are also tailor-made for the specific industrial environment. Finally, the efficient control and supervision of factories require the application of intelligent systems in a hierarchical structure to address the needs of all components employed in the production process. This need is accomplished through the use of intelligent systems such as neural networks, fuzzy systems, and evolutionary methods. The Industrial Electronics Handbook addresses all these issues and does so in five books outlined as follows:
1. Fundamentals of Industrial Electronics
2. Power Electronics and Motor Drives
3. Control and Mechatronics
4. Industrial Communication Systems
5. Intelligent Systems

Book Detail :-
Title: Intelligent Systems (The Industrial Electronics Handbook)
Edition: 2nd
Author(s): Bodgan Wilamowski, J. David Irwin
Publisher: CRC Press
Series: The Industrial Electronics Handbook
Year: 2011
Pages: 572
Type: PDF
Language: English
ISBN: 9781439802830
Country: US
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About Author :-
The author J. David Irwin (born 1939 in Minneapolis, Minnesota) is an American engineering educator and author of popular textbooks in electrical engineering and related areas. He received his BEE from Auburn University, Alabama, in 1961, and his MS and PhD from the University of Tennessee, Knoxville, in 1962 and 1967, respectively. In 1967, he joined Bell Telephone Laboratories, Inc., Holmdel, New Jersey, as a member of the technical staff and was made a supervisor in 1968. He then joined Auburn University in 1969 as an assistant professor of electrical engineering. He was made an associate professor in 1972, associate professor and head of department in 1973, and professor and head in 1976. He served as head of the Department of Electrical and Computer Engineering from 1973 to 2009. In 1993, he was named Earle C. Williams Eminent Scholar and Head. From 1982 to 1984, he was also head of the Department of Computer Science and Engineering. He is currently the Earle C. Williams Eminent Scholar in Electrical and Computer Engineering at Auburn.
Dr. Irwin has served the Institute of Electrical and Electronic Engineers, Inc. (IEEE) Computer Society as a member of the Education Committee and as education editor of Computer. He has served as chairman of the Southeastern Association of Electrical Engineering Department Heads and the National Association of Electrical Engineering Department Heads and is past president of both the IEEE Industrial Electronics Society and the IEEE Education Society. He is a life member of the IEEE Industrial Electronics Society AdCom and has served as a member of the Oceanic Engineering Society AdCom. He served for two years as editor of IEEE Transactions on Industrial Electronics.

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Book Contents :-
Intelligent Systems (The Industrial Electronics Handbook), 2E written by Bodgan Wilamowski, J. David Irwin cover the following topics. '
Part-I Introductions
1 Introduction to Intelligent Systems, Ryszard Tadeusiewicz
2 From Backpropagation to Neurocontrol, Paul J. Werbos
3 Neural Network–Based Control, Mehmet Önder Efe
4 Fuzzy Logic–Based Control Section, Mo-Yuen Chow
Part-II Neural Networks
5 Understanding Neural Networks, Bogdan M. Wilamowski
6 Neural Network Architectures, Bogdan M. Wilamowski
7 Radial-Basis-Function Networks, Åge J. Eide, Thomas Lindblad, and Guy Paillet
8 GMDH Neural Networks, Marcin Mrugalski and Józef Korbicz
9 Optimization of Neural Network Architectures, Andrzej Obuchowicz
10 Parity-N Problems as a Vehicle to Compare Efficiencies of Neural Network Architectures, Bogdan M. Wilamowski, Hao Yu, and Kun Tao Chung
11 Neural Networks Learning, Bogdan M. Wilamowski
12 Levenberg–Marquardt Training, Hao Yu and Bogdan M. Wilamowski
13 NBN Algorithm, Bogdan M. Wilamowski, Hao Yu, and Nicholas Cotton
14 Accelerating the Multilayer Perceptron Learning Algorithms, Sabeur Abid, Farhat Fnaiech, and Barrie W. Jervis
15 Feedforward Neural Networks Pruning Algorithms, Nader Fnaiech, Farhat Fnaiech, and Barrie W. Jervis
16 Principal Component Analysis, Anastasios Tefas and Ioannis Pitas
17 Adaptive Critic Neural Network Control, Gary Yen
18 Self-Organizing Maps, Gary Yen
Part-III Fuzzy Systems
19 Fuzzy Logic Controllers, Teresa Orlowska-Kowalska and Krzysztof Szabat
20 Neuro-Fuzzy System, Tiantian Xie, Hao Yu, and Bogdan M. Wilamowski
21 Introduction to Type-2 Fuzzy Logic Controllers, Hani Hagras
22 Fuzzy Pattern Recognition, Witold Pedrycz
23 Fuzzy Modeling of Animal Behavior and Biomimcry: The Fuzzy Ant, Valeri Rozin and Michael Margaliot
Part-IV Optimizations
24 Multiobjective Optimization Methods, Tak Ming Chan, Kit Sang Tang, Sam Kwong, and Kim Fung Man
25 Fundamentals of Evolutionary Multiobjective Optimization, Carlos A. Coello Coello
26 Ant Colony Optimization, Christian Blum and Manuel López-Ibáñez
27 Heuristics for Two-Dimensional Bin-Packing Problems, Tak Ming Chan, Filipe Alvelos, Elsa Silva, and J.M. Valério de Carvalho
28 Particle Swarm Optimization, Adam Slowik
Part-V Applications
29 Evolutionary Computation, Adam Slowik
30 Data Mining, Milos Manic
31 Autonomous Mental Development, Juyang Weng
32 Synthetic Biometrics for Testing Biometric Systems and User Training, Svetlana N. Yanushkevich, Adrian Stoica, Ronald R. Yager, Oleg Boulanov, and Vlad P. Shmerko
Index

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