Niu, Gang
Data-Driven Technology for Engineering Systems Health Management
1. Background of Systems Health Management
Gang Niu
2. Design Approach for Systems Health Management
Gang Niu
3. Overview of Data-Driven PHM
Gang Niu
4. Data Acquisition and Preprocessing
Gang Niu
5. Statistic Feature Extraction
Gang Niu
6. Feature Selection Optimization
Gang Niu
7. Intelligent Fault Diagnosis Methodology
Gang Niu
8. Science of Prognostics
Gang Niu
9. Data Fusion Strategy
Gang Niu
10. System Support and Logistics
Gang Niu
Keywords: Engineering, Quality Control, Reliability, Safety and Risk, System Performance and Evaluation, Applications of Mathematics, Data Mining and Knowledge Discovery, Pattern Recognition
- Author(s)
- Niu, Gang
- Publisher
- Springer
- Publication year
- 2017
- Language
- en
- Edition
- 1
- Page amount
- 13 pages
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9789811020322
- Printed ISBN
- 978-981-10-2031-5