Robust and Fault-Tolerant Control Robust and Fault-Tolerant Control
Studies in Systems, Decision and Control

Robust and Fault-Tolerant Control

Neural-Network-Based Solutions

    • $119.99
    • $119.99

Publisher Description

Robust and Fault-Tolerant Control proposes novel automatic control strategies for nonlinear systems developed by means of artificial neural networks and pays special attention to robust and fault-tolerant approaches. The book discusses robustness and fault tolerance in the context of model predictive control, fault accommodation and reconfiguration, and iterative learning control strategies. Expanding on its theoretical deliberations the monograph includes many case studies demonstrating how the proposed approaches work in practice. The most important features of the book include:a comprehensive review of neural network architectures with possible applications in system modelling and control;
a concise introduction to robust and fault-tolerant control;
step-by-step presentation of the control approaches proposed;
an abundance of case studies illustrating the important steps in designing robust and fault-tolerant control; and
a large number of figures and tables facilitating the performance analysis of the control approaches described.
The material presented in this book will be useful for researchers and engineers who wish to avoid spending excessive time in searching neural-network-based control solutions. It is written for electrical, computer science and automatic control engineers interested in control theory and their applications. This monograph will also interest postgraduate students engaged in self-study of nonlinear robust and fault-tolerant control.

GENRE
Professional & Technical
RELEASED
2019
March 16
LANGUAGE
EN
English
LENGTH
237
Pages
PUBLISHER
Springer International Publishing
SELLER
Springer Nature B.V.
SIZE
19.6
MB
Advances in Diagnostics of Processes and Systems Advances in Diagnostics of Processes and Systems
2020
Current Trends in Biomedical Engineering and Bioimages Analysis Current Trends in Biomedical Engineering and Bioimages Analysis
2019
Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes Artificial Neural Networks for the Modelling and Fault Diagnosis of Technical Processes
2008
Formation Control Formation Control
2019
Analysis and Synthesis of Delta Operator Systems with Actuator Saturation Analysis and Synthesis of Delta Operator Systems with Actuator Saturation
2019
Structural Equation Models Structural Equation Models
2019
Analysis and Design of Delayed Genetic Regulatory Networks Analysis and Design of Delayed Genetic Regulatory Networks
2019
Applied Decision-Making Applied Decision-Making
2019
Energy Conservation for IoT Devices Energy Conservation for IoT Devices
2019