Precognize’s advanced machine learning methods separate between normal and abnormal data points.
Using a year's worth of historical data as the plants "baseline", the software creates a statistical model to inspect new data in real-time.
Precognize rapidly captures the way systems are built and behave. Precognize's drag and drop interface allows operational experts with no modeling training to accurately describe their systems. The software creates a complete model in a matter of a few hours to a few days, depending on the number of sensors.
Precognize converts the conceptual model of the plant into a graph. Abnormal data points are compared using several graph techniques to detect where problems in the system originate. Once discovered, operators are presented with clear, specific true alerts.