
Description This dataset contains operational data recorded from centrifugal pumps that supply demineralized water to the boilers of a heating plant. The plant provides the steam required by the research test facilities at CIRA (Italian Aerospace Research Centre). The dataset includes eigth CSV files, each representing data collected from a specific centrifugal pump during a single operational day. Filenames uniquely identify both the pump unit (A, B, or C) and the corresponding day of operation. For example, the file A_2024-04-10.csv contains the recorded data for centrifugal pump A on April 10, 2024. At the time of writing, the dataset includes records from three distinct operational days, each covering a different time span. Note: Data for pump C is not available for October 30, 2024, as the pump was turned off on that day. Each CSV file contains 11 columns: one for the timestamp and ten for measured values. The column headers include the following names, as listed in the following Table, where the prefix X represents the centrifugal pump unit label (e.g., A, B, or C): Column Name Description Unit of Measure Timestamp temporal timestamp indicating when the measurement was taken, formatted as YYYY-MM-DD hh:mm:ss - X_ACR_Mot.PV vibrational velocity measured by the motor accelerometer m/s X_ACR_Mot.SV peak value measured by the motor accelerometer m/s2 X_ACR_Mot.TV contact temperature of the motor accelerometer °C X_ACR_Pmp.PV vibrational velocity measured by the pump accelerometer m/s X_ACR_Pmp.SV peak value measured by the pump accelerometer m/s2 X_ACR_Pmp.TV contact temperature of the pump accelerometer °C X_Temp.SV motor casing temperature °C X_Pres.SV outlet fluid pressure from the pump bar Barometer atmospheric pressure mbar Temperature ambient temperature °C The nameplate data of the motor and pump are reported in the following table: Electric Motor Power Shaft Speed Voltage Poles Frame Size (H) 110 kW 2980 rpm 400 V 2 315 mm Mechanical Multistage Pump Power Flow Rate Pump Head Max Pressure N° of Impellers 10 kW 45 m3/h 450 m 40 bar 7 For any inquiries or issues regarding the dataset, please contact a.martone@cira.it and/or g.zazzaro@cira.it Data were collected as part of the SACIP (SAlus CIra Plant) project, funded by the Italian PRORA.
condition monitoring, centrifugal pumps, IoT sensors data, industrial maintenance data
condition monitoring, centrifugal pumps, IoT sensors data, industrial maintenance data
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