Predictive maintenance is a novel technology in the manufacturing industry, and it aims to minimize the costly downtime due to untimely equipment failure and lack of machine maintenance. It helps businesses to continue their operation and enhance their productivity by accurately analyzing the present condition of their machinery and predicting the need to maintain and