[Use Case] Early Detection of Bearing Abnormalities [Failure Prediction Detection and Predictive Maintenance]
From sudden failures to planned maintenance! Introducing cases of early detection using FFT.
We would like to introduce a case where bearing abnormalities were detected early using a 3-axis accelerometer from "ParaRecolectar" through FFT. In the process of molding powdered raw materials, equipment stoppage due to bearing failure was a significant issue. As a result of the implementation, we were able to monitor the vibrations of the bearings and detect signs of failure (abnormal sounds caused by damage to the bearing case). 【Case Overview (Partial)】 ■Issues - Equipment stoppage occurred due to bearing failure in the process of molding powdered raw materials. - Replacing the bearing after failure incurs significant losses. *For more details, please download the PDF or feel free to contact us.
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【Other Case Summary】 ■Implementation Method - Vibration measurement using a 3-axis accelerometer ■Effect - Replacement can be carried out on non-operating days, resulting in zero production stoppage *For more details, please download the PDF or feel free to contact us.
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