Get BookNeural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)

[Free Download.XFNo] Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)



[Free Download.XFNo] Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)

[Free Download.XFNo] Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)

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Book Details :
Published on: 2006-04-24
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Original language: English
[Free Download.XFNo] Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)

Intelligent systems are a hallmark of modern feedback control systems. But as these systems mature, we have come to expect higher levels of performance in speed and accuracy in the face of severe nonlinearities, disturbances, unforeseen dynamics, and unstructured uncertainties. Artificial neural networks offer a combination of adaptability, parallel processing, and learning capabilities that outperform other intelligent control methods in more complex systems.Borrowing from BiologyExamining neurocontroller design in discrete-time for the first time, Neural Network Control of Nonlinear Discrete-Time Systems presents powerful modern control techniques based on the parallelism and adaptive capabilities of biological nervous systems. At every step, the author derives rigorous stability proofs and presents simulation examples to demonstrate the concepts.Progressive DevelopmentAfter an introduction to neural networks, dynamical systems, control of nonlinear systems, and feedback linearization, the book builds systematically from actuator nonlinearities and strict feedback in nonlinear systems to nonstrict feedback, system identification, model reference adaptive control, and novel optimal control using the Hamilton-Jacobi-Bellman formulation. The author concludes by developing a framework for implementing intelligent control in actual industrial systems using embedded hardware.Neural Network Control of Nonlinear Discrete-Time Systems fosters an understanding of neural network controllers and explains how to build them using detailed derivations, stability analysis, and computer simulations. ELECTRICAL ENGINEERING - University of Washington COLLEGE OF ENGINEERING ELECTRICAL ENGINEERING Detailed course offerings (Time Schedule) are available for. Winter Quarter 2017; Spring Quarter 2017 Systems & Control Engineering Research Centre City ... City's Research Centre for Systems & Control ... Control Theory & Design. Structure Evolution and Control; System of Systems Control theory - Wikipedia Control theory is. a theory that deals with influencing the behavior of dynamical systems an interdisciplinary subfield of science which originated in engineering ... Richard E. Bellman Control Heritage Award American ... The Bellman Award is given for distinguished career contributions to the theory or application of automatic control. It is the highest recognition of professional ... Electrical and Computer Engineering (ECE) Courses Electrical and Computer Engineering (ECE) [ undergraduate program graduate program faculty] All courses faculty listings and curricular and degree requirements ... Deep learning in neural networks: An overview Preface. This is the preprint of an invited Deep Learning (DL) overview. One of its goals is to assign credit to those who contributed to the present state of the art. Professor Derong Liu - ece.uic.edu Derong Liu Ph.D. Professor of Electrical and Computer Engineering Professor of Computer Science Department of Electrical and Computer Engineering MODELING AND CONTROLLER DESIGN OF PNEUMATIC ACTUATOR ... MODELING AND CONTROLLER DESIGN OF PNEUMATIC ACTUATOR SYSTEM WITH CONTROL VALVE . W.K. Lai M.F. Rahmat* and N. Abdul Wahab . Department of Control and Instrumentation ... IEEE Transactions on Automation Science and Engineering IEEE Xplore. Delivering full text access to the world's highest quality technical literature in engineering and technology. International Conference on Advanced Engineering - Theory ... Authors are invited to submit full papers describing original research work in areas including but not limited to Control and systems: Adaptive control Robust ...
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