Open access peer-reviewed Edited Volume

Artificial Neural Networks

Industrial and Control Engineering Applications

Edited by Kenji Suzuki

University of Chicago, United States of America

Artificial neural networks may probably be the single most successful technology in the last two decades which has been widely used in a large variety of applications. The purpose of this book is to provide recent advances of artificial neural networks in industrial and control engineering applications. The book begins with a review of applications of artificial neural networks in textile industries. Particular applications in textile industries follow. Parts continue with applications in materials science and industry such as material identification, and estimation of material property and state, food industry such as meat, electric and power industry such as batteries and power systems, mechanical engineering such as engines and machines, and control and robotic engineering such as system control and identification, fault diagnosis systems, and robot manipulation. Thus, this book will be a fundamental source of recent advances and applications of artificial neural networks in industrial and control engineering areas. The target audience includes professors and students in engineering schools, and researchers and engineers in industries.

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IntechOpen
Artificial Neural NetworksIndustrial and Control Engineering ApplicationsEdited by Kenji Suzuki

Published: April 4th 2011

DOI: 10.5772/2041

ISBN: 978-953-307-220-3

Copyright year: 2011

Books open for chapter submissions

66489 Total Chapter Downloads

6 Crossref Citations

23 Web of Science Citations

35 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Review of Application of Artificial Neural Networks in Textiles and Clothing Industries over Last Decades

By Chi Leung Parick Hui, Ng Sau Fun and Connie Ip

2367

Open access peer-reviewed

2. Artificial Neural Network Prosperities in Textile Applications

By Mohammad Amani Tehran and Mahboubeh Maleki

2702

Open access peer-reviewed

3. Modelling of Needle-Punched Nonwoven Fabric Properties Using Artificial Neural Network

By Sanjoy Debnath

3832

Open access peer-reviewed

4. Artificial Neural Networks for Material Identification, Mineralogy and Analytical Geochemistry Based on Laser-Induced Breakdown Spectroscopy

By Alexander Koujelev and Siu-Lung Lui

2232

Open access peer-reviewed

5. Application of Artificial Neural Networks in the Estimation of Mechanical Properties of Materials

By Seyed Hosein Sadati, Javad Alizadeh Kaklar and Rahmatollah Ghajar

3114

Open access peer-reviewed

6. Optimum Design and Application of Nano-Micro-Composite Ceramic Tool and Die Materials with Improved Back Propagation Neural Network

By Chonghai Xu, Jingjie Zhang and Mingdong Yi

1554

Open access peer-reviewed

7. Application of Bayesian Neural Networks to Predict Strength and Grain Size of Hot Strip Low Carbon Steels

By Mohammad Reza Toroghinejad and Mohsen Botlani Esfahani

2459

Open access peer-reviewed

8. Adaptive Neuro-Fuzzy Inference System Prediction of Calorific Value Based on the Analysis of U.S. Coals

By F. Rafezi, E. Jorjani and Sh. Karimi

5722

Open access peer-reviewed

9. Artificial Neural Network Applied for Detecting the Saturation Level in the Magnetic Core of a Welding Transformer

By Klemen Deželak, Gorazd Štumberger, Drago Dolinar and Beno Klopčic

2057

Open access peer-reviewed

10. Application of Artificial Neural Networks to Food and Fermentation Technology

By Madhukar Bhotmange and Pratima Shastri

4293

Open access peer-reviewed

11. Application of Artificial Neural Networks in Meat Production and Technology

By Maja Prevolnik, Dejan Škorjanc, Marjeta Čandek-Potokar and Marjana Novic

2724

Open access peer-reviewed

12. State of Charge Estimation of Ni-MH battery pack by using ANN

By Chang-Hao Piao, Wen-Li Fu, Jin-Wang, Zhi-Yu Huang and Chongdu Cho

2721

Open access peer-reviewed

13. A Novel Frequency Tracking Method Based on Complex Adaptive Linear Neural Network State Vector in Power Systems

By M. Joorabian, I. Sadinejad and M. Baghdadi

2912

Open access peer-reviewed

14. Application of ANN to Real and Reactive Power Allocation Scheme

By S.N. Khalid, M.W. Mustafa, H. Shareef and A. Khairuddin

2073

Open access peer-reviewed

15. The Applications of Artificial Neural Networks to Engines

By Deng, Jiamei, Stobart, Richard and Maass, Bastian

4278

Open access peer-reviewed

16. A Comparison of Speed-Feed Fuzzy Intelligent System and ANN for Machinability Data Selection of CNC Machines

By Zahari Taha and Sarkawt Rostam

3635

Open access peer-reviewed

17. Artificial Neural Network – Possible Approach to Nonlinear System Control

By Jan Mareš, Petr Doležel and Pavel Hrnčiřík

1725

Open access peer-reviewed

18. Direct Neural Network Control via Inverse Modelling: Application on Induction Motors

By Haider A. F. Almurib, Ahmad A. Mat Isa and Hayder M.A.A. Al-Assadi

3059

Open access peer-reviewed

19. System Identification of NN-based Model Reference Control of RUAV during Hover

By Bhaskar Prasad Rimal, Idris E. Putro, Agus Budiyono, Dugki Min and Eunmi Choi

3277

Open access peer-reviewed

20. Intelligent Vibration Signal Diagnostic System Using Artificial Neural Network

By Chang-Ching Lin

2724

Open access peer-reviewed

21. Conditioning Monitoring and Fault Diagnosis for a Servo-Pneumatic System with Artificial Neural Network Algorithms

By Mustafa Demetgul, Sezai Taskin and Ibrahim Nur Tansel

3312

Open access peer-reviewed

22. Neural Networks’ Based Inverse Kinematics Solution for Serial Robot Manipulators Passing Through Singularities

By Ali T. Hasan, Hayder M.A.A. Al-Assadi and Ahmad Azlan Mat Isa

3717

Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec
  • BKCI

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