Neural Network Modeling and Identification of Dynamical Systems

Written By Yury Tiumentsev
Neural Network Modeling and Identification of Dynamical Systems
  • Publsiher : Academic Press
  • Release : 17 May 2019
  • ISBN : 0128154306
  • Pages : 332 pages
  • Rating : /5 from reviews
GET THIS BOOKNeural Network Modeling and Identification of Dynamical Systems


Download or read book entitled Neural Network Modeling and Identification of Dynamical Systems by author: Yury Tiumentsev which was release on 17 May 2019 and published by Academic Press with total page 332 pages . This book available in PDF, EPUB and Kindle Format. Neural Network Modeling and Identification of Dynamical Systems presents a new approach on how to obtain the adaptive neural network models for complex systems that are typically found in real-world applications. The book introduces the theoretical knowledge available for the modeled system into the purely empirical black box model, thereby converting the model to the gray box category. This approach significantly reduces the dimension of the resulting model and the required size of the training set. This book offers solutions for identifying controlled dynamical systems, as well as identifying characteristics of such systems, in particular, the aerodynamic characteristics of aircraft. Covers both types of dynamic neural networks (black box and gray box) including their structure, synthesis and training Offers application examples of dynamic neural network technologies, primarily related to aircraft Provides an overview of recent achievements and future needs in this area

Neural Network Modeling and Identification of Dynamical Systems

Neural Network Modeling and Identification of Dynamical Systems
  • Author : Yury Tiumentsev,Mikhail Egorchev
  • Publisher : Academic Press
  • Release Date : 2019-05-17
  • Total pages : 332
  • ISBN : 0128154306
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Summary : Neural Network Modeling and Identification of Dynamical Systems presents a new approach on how to obtain the adaptive neural network models for complex systems that are typically found in real-world applications. The book introduces the theoretical knowledge available for the modeled system into the purely empirical black box model, thereby ...

Identification and Control of Non linear Time varying Dynamical Systems Using Artificial Neural Networks

Identification and Control of Non linear Time varying Dynamical Systems Using Artificial Neural Networks
  • Author : Shahar Dror,Daniel Joseph Collins,Naval Postgraduate School (U.S.)
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 258
  • ISBN : 0128154306
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Summary : Read online Identification and Control of Non linear Time varying Dynamical Systems Using Artificial Neural Networks written by Shahar Dror,Daniel Joseph Collins,Naval Postgraduate School (U.S.), published by which was released on 1992. Download full Identification and Control of Non linear Time varying Dynamical Systems Using Artificial Neural Networks ...

Neural Networks in Robotics

Neural Networks in Robotics
  • Author : George A. Bekey,Kenneth Y. Goldberg
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 563
  • ISBN : 0128154306
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Summary : Neural Networks in Robotics is the first book to present an integrated view of both the application of artificial neural networks to robot control and the neuromuscular models from which robots were created. The behavior of biological systems provides both the inspiration and the challenge for robotics. The goal is ...

ISIE 96

ISIE 96
  • Author : IEEE Industrial Electronics Society,Politechnika Warszawska,IEEE Power Electronics Society
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 1075
  • ISBN : 0128154306
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Summary : Read online ISIE 96 written by IEEE Industrial Electronics Society,Politechnika Warszawska,IEEE Power Electronics Society, published by which was released on 1996. Download full ISIE 96 Books now! Available in PDF, ePub and Kindle....

Identification and Control of Nonlinear Dynamical Systems Using Multilayer Feedforward Neural Networks and Autoregressive Moving Average Models

Identification and Control of Nonlinear Dynamical Systems Using Multilayer Feedforward Neural Networks and Autoregressive Moving Average Models
  • Author : Hussain Naser Al-Duwaish
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 428
  • ISBN : 0128154306
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Summary : Read online Identification and Control of Nonlinear Dynamical Systems Using Multilayer Feedforward Neural Networks and Autoregressive Moving Average Models written by Hussain Naser Al-Duwaish, published by which was released on 1995. Download full Identification and Control of Nonlinear Dynamical Systems Using Multilayer Feedforward Neural Networks and Autoregressive Moving Average Models Books ...

IEEE International Conference on Neural Networks

IEEE     International Conference on Neural Networks
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online IEEE International Conference on Neural Networks written by , published by which was released on 1993. Download full IEEE International Conference on Neural Networks Books now! Available in PDF, ePub and Kindle....

International Aerospace Abstracts

International Aerospace Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online International Aerospace Abstracts written by , published by which was released on 1999. Download full International Aerospace Abstracts Books now! Available in PDF, ePub and Kindle....

Identification of Nonlinear Systems Using Neural Networks and Polynomial Models

Identification of Nonlinear Systems Using Neural Networks and Polynomial Models
  • Author : Andrzej Janczak
  • Publisher : Springer Science & Business Media
  • Release Date : 2004-11-18
  • Total pages : 199
  • ISBN : 0128154306
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Summary : This monograph systematically presents the existing identification methods of nonlinear systems using the block-oriented approach It surveys various known approaches to the identification of Wiener and Hammerstein systems which are applicable to both neural network and polynomial models. The book gives a comparative study of their gradient approximation accuracy, computational ...

Proceedings of the Summer Computer Simulation Conference

Proceedings of the Summer Computer Simulation Conference
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online Proceedings of the Summer Computer Simulation Conference written by , published by which was released on 1996. Download full Proceedings of the Summer Computer Simulation Conference Books now! Available in PDF, ePub and Kindle....

Neural Network Modeling of the Greenhouse Aerial Environment

Neural Network Modeling of the Greenhouse Aerial Environment
  • Author : Nick Rerras
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 178
  • ISBN : 0128154306
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Summary : Read online Neural Network Modeling of the Greenhouse Aerial Environment written by Nick Rerras, published by which was released on 1996. Download full Neural Network Modeling of the Greenhouse Aerial Environment Books now! Available in PDF, ePub and Kindle....

Identification of Dynamic Systems

Identification of Dynamic Systems
  • Author : Rolf Isermann,Marco M√ľnchhof
  • Publisher : Springer
  • Release Date : 2014-11-23
  • Total pages : 705
  • ISBN : 0128154306
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Summary : Precise dynamic models of processes are required for many applications, ranging from control engineering to the natural sciences and economics. Frequently, such precise models cannot be derived using theoretical considerations alone. Therefore, they must be determined experimentally. This book treats the determination of dynamic models based on measurements taken at ...

Proceedings of the IECON 97

Proceedings of the IECON  97
  • Author : Anonim
  • Publisher : Institute of Electrical & Electronics Engineers(IEEE)
  • Release Date : 1997
  • Total pages : 1555
  • ISBN : 0128154306
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Summary : With the dynamic global environment, rapid technology changes, the need for updated management skills will be of paramount importance. This conference focuses on applications of electronics in industry, especially in the areas of control and instrumentation....

Proceedings

Proceedings
  • Author : International Workshop on Neural Networks for Identification, Control, Robotics, and Signal/Image Processing,IEEE Computer Society
  • Publisher : IEEE Computer Society
  • Release Date : 1996
  • Total pages : 486
  • ISBN : 0128154306
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Summary : Annotation A collection of 55 papers presented at this gathering. A sampling of topics: selecting inputs and measuring nonlinearity in system identification, adaptive inverse control based on linear and nonlinear adaptive filtering, system identification using modular neural network with improved learning, asymptotic probability density of the generalization error, neuro-ASIC for low ...

Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online Dissertation Abstracts International written by , published by which was released on 2003. Download full Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....

Smart Structures and Materials

Smart Structures and Materials
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0128154306
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Summary : Read online Smart Structures and Materials written by , published by which was released on 1996. Download full Smart Structures and Materials Books now! Available in PDF, ePub and Kindle....