In Europe, most homes are heated via hot water radiators, not HVAC systems as is popular in the United States. Current European heating systems suffer from two shortcomings; wiring the thermostat to the water source, and limited Wi-Fi range in older homes.

Load and cluster sensor data for use in a predictive modelTrain a machine learning model to predict chiller failureDemonstrate speed of development and deployment by completing project in < 1 week

The building systems division of a Fortune 500 manufacturer conducted chiller maintenance reactively, leading to business disruptions and costly emergency repairs.