Preventive maintenance through abnormal sound and vibration detection! Machine tool "abnormal monitoring system."
Predictive control of abnormalities such as breakage of drill bits in machining centers (MC) and NC machine tools!
This document introduces a case study on abnormal monitoring of machine tools. It explains in detail, using diagrams, methods to predict drill bit breakage on a drill machine with high-speed FFT and 1/3 octave analysis, stopping the feed-through just before breakage to prevent it, as well as detailed examples of control sequences. Please take a look. [Contents] - FFT analysis waveform at the time of drill bit breakage - Waveform during non-breakage with chips clogged - 1/3 octave trend analysis control methods using DAOS 2005 software - Detailed examples of control sequences *For more details, please refer to the PDF document or feel free to contact us.
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Company information
It has been 40 years since the development of the world's first industrial measurement system using a personal computer. After many years of technological innovation, we have developed a "Deep Learning AI-based Abnormal Sound and Vibration Detection System." Additionally, we offer a unique software developed by our company called "WAVELET," which visualizes sound and vibration, along with a wide range of unique hardware and software products that assist in building systems for impact testing, product inspection, preventive maintenance, and continuous monitoring. We also accept custom orders to meet all your measurement needs beyond standard products. Please feel free to consult or inquire with us!