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 : 4/5 from 21 reviews
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Read or download book entitled Neural Network Modeling and Identification of Dynamical Systems written by Yury Tiumentsev which was release on 17 May 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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 : Download or 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. Get Identification and Control of Non linear Time varying Dynamical Systems Using Artificial Neural ...

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 : Download or read online ISIE 96 written by IEEE Industrial Electronics Society,Politechnika Warszawska,IEEE Power Electronics Society, published by which was released on 1996. Get 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 : Download or 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. Get Identification and Control of Nonlinear Dynamical Systems Using Multilayer Feedforward Neural Networks and Autoregressive Moving Average Models ...

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 : Download or read online IEEE International Conference on Neural Networks written by , published by which was released on 1993. Get 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 : Download or read online International Aerospace Abstracts written by , published by which was released on 1999. Get International Aerospace Abstracts 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 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 : Download or read online Proceedings of the Summer Computer Simulation Conference written by , published by which was released on 1996. Get 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 : Download or read online Neural Network Modeling of the Greenhouse Aerial Environment written by Nick Rerras, published by which was released on 1996. Get Neural Network Modeling of the Greenhouse Aerial Environment Books now! Available in PDF, ePub and Kindle....

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 : Download or read online Dissertation Abstracts International written by , published by which was released on 2003. Get Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....

Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model

Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 13
  • ISBN : 0128154306
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Summary : Download or read online Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model written by , published by which was released on 1992. Get Neural Network Modeling of Nonlinear Systems Based on Volterra Series Extension of a Linear Model Books now! Available in PDF, ePub and ...

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 : Download or read online Smart Structures and Materials written by , published by which was released on 1996. Get Smart Structures and Materials Books now! Available in PDF, ePub and Kindle....