Smart Machining Systems: Modelling Monitoring and Informatics

Kunpeng, Zhu

Smart Machining Systems: Modelling Monitoring and Informatics - Switzerland Springer Nature 2022 - 407p - Springer Series in Advanced Manufacturing .

Introduction to the Smart Machining System
Modeling of the Machining Process
Tool Wear and Modeling
Mathematical Foundations of Machining System Monitoring
The Smart Machining System Monitoring from Machine Learning View
Signal Processing for Machining Process Modeling and Condition Monitoring
Tool Condition Monitoring with Sparse Decomposition
Machine Vision Based Smart Machining System Monitoring
Tool Wear Monitoring with Hidden Markov Models
Sensor Fusion in Machining System Monitoring
Big Data Oriented Smart Tool Condition Monitoring System
The Cyber Physical Production System of Smart Machining System

9783030878771


Mechanical Engineering

671.35 / ZHU
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