Neural Network Based Adaptive Control of Uncertain Nonlinear Systems is popular PDF and ePub book, written by Kasra Esfandiari in 2021-06-18, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Neural Network Based Adaptive Control of Uncertain Nonlinear Systems can be Read Online from any device for your convenience.
Neural Network Based Adaptive Control of Uncertain Nonlinear Systems Book PDF Summary
The focus of this book is the application of artificial neural networks in uncertain dynamical systems. It explains how to use neural networks in concert with adaptive techniques for system identification, state estimation, and control problems. The authors begin with a brief historical overview of adaptive control, followed by a review of mathematical preliminaries. In the subsequent chapters, they present several neural network-based control schemes. Each chapter starts with a concise introduction to the problem under study, and a neural network-based control strategy is designed for the simplest case scenario. After these designs are discussed, different practical limitations (i.e., saturation constraints and unavailability of all system states) are gradually added, and other control schemes are developed based on the primary scenario. Through these exercises, the authors present structures that not only provide mathematical tools for navigating control problems, but also supply solutions that are pertinent to real-life systems.
Detail Book of Neural Network Based Adaptive Control of Uncertain Nonlinear Systems PDF
- Author : Kasra Esfandiari
- Release : 18 June 2021
- Publisher : Springer Nature
- ISBN : 9783030731366
- Genre : Technology & Engineering
- Total Page : 181 pages
- Language : English
- PDF File Size : 11,6 Mb
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