Equipment Health Monitoring in Complex Systems

Visakan Kadirkamanathan,Stephen P. King,David A. Clifton,Andrew Mills

Equipment Health Monitoring in Complex Systems
Format
Hardback
Publisher
Artech House Publishers
Country
United States
Published
31 October 2017
Pages
250
ISBN
9781608079728

Equipment Health Monitoring in Complex Systems

Visakan Kadirkamanathan,Stephen P. King,David A. Clifton,Andrew Mills

This book is a practical introduction to the safe operation and control of critical systems in defense, industrial, and healthcare applications. It highlights system engineering processes and presents an overview of the equipment health monitoring (EHM) functional architecture and algorithm design. The book also explores machine learning functions, such as feature extraction, data visualization and model boundaries.

The need for intelligent diagnostics and proposed health monitoring framework is increasingly important within sensing technology, big data analytics and grid capabilities. This resource, packed with case studies from industrial and healthcare settings, identifies key problems along with various techniques that address the current issues as well as future developments in the field. A MATLAB code is included to assist engineers with projects in the field.

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