Identification of cutting tool wear condition in turning using self-organizing map trained with imbalanced data
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DOI: 10.1007/s10845-020-01564-3
Abstract: One of the most important parameters in machining process is tool wear. Thus, monitoring the wear of cutting tools is essential to ensure product quality, increase productivity, reduce environmental impact and avoid catastrophic damages. As… read more here.
Keywords: imbalanced data; wear condition; tool; tool wear ... See more keywords
Woodworking Tool Wear Condition Monitoring during Milling Based on Power Signals and a Particle Swarm Optimization-Back Propagation Neural Network
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DOI: 10.3390/app11199026
Abstract: In the intelligent manufacturing of furniture, the power signal has the characteristics of low cost and high accuracy and is often used as a tool wear condition monitoring signal. However, the power signal is not… read more here.
Keywords: wear condition; tool; woodworking tool; power ... See more keywords