HAL24K December 20, 2018 Water management, Asset management Predictive maintenance for water treatment plants HAL24K December 20, 2018 Water management, Asset management Using data from sensors, reported alarms, maintenance and failure logs, HAL24K created sensor network models to predict the time and location of equipment failure in water treatment plants.