Utility consumption analytics is crucial in the efficient management of manufacturing operations where utilities are the core ingredients for both processing and production. The analytics is so important because the management has to monitor beyond the utility consumption. This prevents waste while identifying potential savings in order to achieve the objective for increasing overall profit. Typically, sensor data from different sources and vendors feed a series of servers with analog information from a wide variety of devices such as meters, valve sensors and thermostats. This data must then be exported, combined, and filtered to reveal insights into utility consumption during the entire manufacturing process.