Download the fantastic book titled Neural Network Based Adaptive Control of Uncertain Nonlinear Systems written by Kasra Esfandiari, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Neural Network Based Adaptive Control of Uncertain Nonlinear Systems", which was released on 18 June 2021. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Technology & Engineering genre.
Summary of Neural Network Based Adaptive Control of Uncertain Nonlinear Systems by Kasra Esfandiari PDF
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 About Neural Network Based Adaptive Control of Uncertain Nonlinear Systems PDF
- Author : Kasra Esfandiari
- Publisher : Springer Nature
- Genre : Technology & Engineering
- Total Pages : 181 pages
- ISBN : 3030731367
- Release Date : 18 June 2021
- PDF File Size : 55,8 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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