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Smart Machining Systems: Modelling, Monitoring and Informatics

Smart Machining Systems: Modelling, Monitoring and Informatics

Paperback

Series: Springer Advanced Manufacturing

Technology & EngineeringProgramming

ISBN10: 3030878805
ISBN13: 9783030878801
Publisher: Springer Nature
Published: Nov 25 2022
Pages: 407
Weight: 1.31
Height: 0.87 Width: 6.14 Depth: 9.21
Language: English

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.

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