Predictive Analytics for Mechanical Engineering: A Beginners Guide
This book focus on key component required for building predictive maintenance model. The current trend of Maintenance 4.0 leans towards the preventive mechanism enabled by predictive approach and condition-based smart maintenance. The intelligent decision support, earlier detection of spare part fai...
| Main Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2023, 2023
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| Edition: | 1st ed. 2023 |
| Series: | SpringerBriefs in Computational Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 1. Introduction to Predictive Analytics
- 2. Data Acquisition and Preparation
- 3. Intelligent Approaches
- 4. Predictive Maintenance
- 5. Predictive Maintenance for Mechanical Design System
- 6. Predictive Maintenance for Manufacturing
- 7. Conclusions