This repository is part of Briana Davies-Morrell's honours thesis at the University of Western Australia.
It contains an implementation of the Brick ontology for a pump manufacturer's HVAC system. The data used in this repository is an example only, manufactured for the purposes of confidentiality. This data can be found in the csv_files folder: example_metadata.csv is an Excel spreadsheet containing extracted HVAC metadata, and example_timeseries.csv contains the corresponding timeseries data.
Generate.py automatically creates a Brick model based on example_metadata.csv and compile.py performs reasoning on the Brick model. Data_retrieval.ipynb demonstrates the use of the Brick model for data retrieval, and server.py opens an interactive server through which the Brick model can be queried. Extensions.py is used to extend the original Brick ontology where there are missing classes.
The dependencies for this project are listed in enviroment.yml. They can be installed by running:
conda env create -f environment.yml
conda activate env