machine-temperature-data: Machine temperature data.

In anomaly: Detecting Anomalies in Data

Machine temperature data.

Description

Temperature sensor data of an internal component of a large, industrial machine. The data contains three known anomalies. The first anomaly is a planned shutdown of the machine. The second anomaly is difficult to detect and directly led to the third anomaly, a catastrophic failure of the machine. The data consists of 22695 observations of machine temperature recorded at 5 minute intervals along with the date and time of the measurement. The data was obtained from the Numenta Anomaly Benchmark \insertCiteAHMAD2017134anomaly, which can be found at https://github.com/numenta/NAB.

Usage

data(machinetemp)

Format

A dataframe with 22695 rows and 2 columns. The first column contains the date and time of the temperature measurement. The second column contains the machine temperature.

References

\insertRef

AHMAD2017134anomaly

anomaly documentation built on Sept. 11, 2024, 9:08 p.m.