Equipment Health Monitoring in Complex Systems
Author: KING Stephen P.Language: Anglais
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250 p. · Hardback
This book clarifies the need for intelligent diagnostics and proposed health monitoring framework. Machine learning for health monitoring, including feature extraction, data visualization, model boundaries and performance is presented. Details about monitoring aircraft engines and model based monitoring systems are described in detail. Packed with two full chapters of case studies within industrial and healthcare settings, this book identifies key problems and provides insightful techniques for solving them. This resource provides a look into the future direction in health monitoring and emerging developments within sensing technology, big data analytics, and advanced computing capabilities.
- The Need for Intelligent Diagnostics
- Machine Learning for Health Monitoring
- Case Studies of Medical Monitoring Systems
- Monitoring Aircraft Engines
- Future Directions in Health Monitoring