Predictive Maintenance Model for Rotating Machinery Using a Fuzzy Logic

In the event of an accident, rotating machines has been currently used in multiple methods. Work was disrupted as a result of machine problems. Therefore, routine maintenance was necessary to reduce the likelihood of failure. The objective of this research was to determine the appropriate period for checking the condition of machinery using predictive maintenance by vibration analysis. The following procedure was used for conducting this research: 1) Measure the vibration value, and 2) Determine ISO 10816–3 conformity to predict the appropriate period for inspecting the condition of the machinery. According to ISO 10816–3, the result indicated information on the rotating machinery's performance and vibration level. The fuzzy logic method predicted the life expectancy of equipment in maintenance.