Smart Machining Systems: Modelling, Monitoring and Informatics

By: Zhu, Kunpeng

Part I: Fundamentals.- Chapter 1. Introduction.- Chapter 2. Modeling of Machining Process.- Chapter 3. Tool Wear Modelling.- Chapter 4. Mathematical Fundamentals of Condition Monitoring.- Chapter 5. Signal Processing for Condition Monitoring.- Chapter 6. The Framework of TCM from Machine Learning View.- Part II: Applications.- Chapter 7. Sensory Signal De-noising and Pre-processing.- Chapter 8. TCM with Sparse Decomposition.- Chapter 9. The Monitoring of Tool Conditions with Computer Vision.- Chapter 10. Diagnosis and Prognosis of Machining Degradation Process.- Chapter 11. Sensor Fusion Approached to TCM.- Chapter 12. Big Data Orientated CNC Machining TXM Monitoring System.- Chapter 13. CPPS Framework of Smart CNC Machining Monitoring System.

• Format: Paperback
• Language: English
• ISBN: 3030878805
• ISBN13: 9783030878801
• Release Date: November 2022
• Publisher: Springer
• Length: 407 Pages
• Weight: 1.31 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"