Predictive Analytics for Machine Maintenance
In any manufacturing industry setup, there is a huge dependency on one machine to the other machine. The slightest fault or a problem can actually affect production in a great way amounting to huge financial loss. A downtime of a single machine can cause huge damage to the company workflow, dependent tasks, goods delivery and finally affecting the entire supply chain. It is important to have all the machines running to the desired speed and productivity. The objective of the Predictive Maintenance Solution is to raise early warnings of critical failures to avoid downtime. Predictive maintenance Solution based on a machine-learning model provides complex and critical insight into all aspects related to equipment condition and performance. The core of a predictive Solution is a mathematical model created on the basis of a large number of historical data values from diverse sensors, actuators, and IoT implementations. The predictive algorithm recognizes complex relations between dif