Manufacturers are beginning to utilize artificial intelligence (AI) to support plant optimization. IoT sensors send data on the vibrations and temperature of machines to the cloud where AI algorithms compare the data to a growing database of machine signatures. Each machine has its own vibration and temperature signature. Based on this, the system can predict if a machine is going to break before it does. The system can make recommendations on what maintenance is required to prevent unplanned downtime.