Test windows derived from the LBNL Fault Detection and Diagnostics Data Sets: Boiler Plant (Lawrence Berkeley National Laboratory and Pacific Northwest National Laboratory, U.S. DOE Building Technologies Office). Please cite: Lawrence Berkeley National Laboratory, LBNL FDD Data Sets. DOI: https://dx.doi.org/10.25984/1881324 Source: https://faultdetection.lbl.gov/dataset/simulated-boiler-plant/ Each file is 2018-01-15 06:00 to 08:30, one row per minute. Until 07:29 the rows come from the fault-free run; from 07:30 they come from the faulted run at the same timestamps, so the fault appears at 07:30. fouling.csv boiler_foul_095 Boiler fouled to 95% heat-transfer effectiveness pi-tuning.csv boiler_PI Boiler temperature control loop badly tuned (PI gains) return-temp-sensor-bias.csv hot_water_temp_bias_4 Hot water return temperature sensor biased supply-temp-sensor-bias.csv boiler_bias_4 Boiler supply water temperature sensor biased