Single-duct AHU
Description
The simulated system consists of a single-duct air handling unit (SD-AHU) providing conditioned air to five VAV terminal units, each serving a single zone (four perimeter and one interior) on the middle floor of a three-story building.. The SD-AHU has a chilled water cooling coil, and variable speed supply and return fans, and delivers air at a constant temperature and static pressure to the terminal units. Individual terminal units control the volume of air entering a zone and use hydronic reheat when necessary to satisfy the temperature setpoint in a zone. The data set was created using EnergyPlus-Modelica co-simulation and comprises a collection of comma separated value (CSV) files. Each CSV file represents either a fault-free case or a faulty case representing a single fault type at a specific severity level. A separate data inventory file documents key information for the dataset, including system type and diagram, control sequence, description of data points, and the faulty and fault-free scenarios represented in each CSV file.
Data File Downloads
Inventory of simulated SD-AHU data sets A .pdf file to document key information necessary to understand the content and scope of each data set |
Download PDF (518 KB) |
Simulated SD-AHU data sets.zip A .zip file including 20 .csv files containing all the time-series measurements for 5 faults at different severity levels and 1 fault-free case |
Download ZIP (593 MV+B) |
Simulated SD-AHU data sets.ttl A .ttl file to visualize the data according to Brick schema |
Download TTL ZIP (1 KB) |
All three SD-AHU data set files | Download all ZIP (593 MB) |
Data Details
Location: | Chicago, IL |
Hvac System: | Single duct AHU |
Data Generation Method: | Simulation using EnergyPlus and Modelica |
Time Scope: | 1 year (365 days) |
Data Sample Rate: | 1 minute |
Data Points: | 30 |
Data Size: | 2.69 GB |
Digital Object Identifier (Doi): | https://dx.doi.org/10.25984/1881324 |
Data Contributor
Lawrence Berkeley National Lab
Pacific Northwest National Laboratory
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