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Journal article

An Automated Feature-Based Image Registration Strategy for Tool Condition Monitoring in CNC Machine Applications

Abstract

The implementation of Machine Vision (MV) systems for Tool Condition Monitoring (TCM) plays a critical role in reducing the total cost of operation in manufacturing while expediting tool wear testing in research settings. However, conventional MV-TCM edge detection strategies process each image independently to infer edge positions, rendering them susceptible to inaccuracies when tool edges are compromised by material adhesion or chipping, …

Authors

Lazar E; Bennett KS; Hurtado Carreon A; Veldhuis SC

Journal

Sensors, Vol. 24, No. 23,

Publisher

MDPI

DOI

10.3390/s24237458

ISSN

1424-8220