[Use Case] FFT Vibration Measurement of Ball Screws [Fault Prediction Detection and Predictive Maintenance]
Alert before defective products occur! Introducing examples of reduced production equipment failures.
We would like to introduce a case where the 3-axis accelerometer of "ParaRecolectar" was used to predict failures through vibration measurement of ball screws. In the scroll processing of the workpiece, there was a challenge in not knowing the degree of deterioration of the ball screw, which led to bearing failures and a decline in product quality. As a result of the implementation, the replacement costs were reduced by 85% annually, line downtime improved from 128 hours to 0, and defective products decreased from 4,000 units to 0. [Case Summary (Partial)] ■ Challenges - Eliminate product quality defects - Implement planned maintenance ■ Implementation Method - Installed accelerometers near the bearings of the shaft *For more details, please download the PDF or feel free to contact us.
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【Other Case Summary】 ■Effects - Planned replacement of parts due to failure predictions - Reduction of unexpected stoppages on the production line *For more details, please download the PDF or feel free to contact us.
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