Industry 4.0 in Small and Medium-Sized Enterprises (SMEs)

9 Intelligent Machining

Ajit Dhanawade, Seema Wazarkar, and Vishal Naranje

DOI: 10.1201/9781003200857-9

Contents

9.1 Introduction

9.2 Machine Tools

9.2.1 Evolution

9.2.2 New Generation AI

9.2.3 New Generation AI-Based Intelligent Machine Tool

9.3 Cutting Tools

9.3.1 Real-Time Tool Condition Monitoring

9.4 Techniques

9.4.1 Artificial Neural Network (ANN)

9.4.2 Fuzzy Sets

9.5 Development Trends in Intelligent Machining

9.6 Summary

References

9.1 Introduction

The machining process is characterised by numerous process parameters viz. cutting speed, feed, depth of cut, tool geometry, and tool condition. Therefore, machining processes are fundamentally intricate, non-linear, multifaceted, and subject to uncontrollable factors (Astakhov and Outeiro, ...