Machine Sensor Data (IMAGE) Krause Taylor Associates Caption This is real-world temperature sensor data from an internal component of a large industrial machine. Anomalies are labeled with circles. This file is included in the Numenta Anomaly Benchmark corpus. The first anomaly was a planned shutdown. The third anomaly was a catastrophic system failure. The second anomaly, a subtle but observable change in the behavior, indicated the actual onset of the problem that led to the eventual system failure. Credit Numenta Inc. Usage Restrictions Attribution to Numenta Inc. License Licensed content Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.