BMS alarm timeseries with periodicity labels

For a complete description and to cite this dataset, please check the associated data paper (details to be provided soon).

This dataset contains timestamped alarm events data collected from 22 Building Management Systems (BMS) from 9 countries (mostly european) and 7 market segments (Education, Healthcare, Transport, …) over a period of 1 month. The dataset contains 321 distinct alarm timeseries with binary events (alarm/reset), annotated with periodicity labels. The 321 series are split in predefined train/test sets for convenience. Training set data corresponds to May 2024 while Test set is from Jan-Feb 2026.

For any issue or discussion concerning this dataset, please open a github issue in bms-alarm-timeseries-periodic (github)