Estimating Architectural Properties of Buildings Based on Heat Pump Operation Data
|Title||Estimating Architectural Properties of Buildings Based on Heat Pump Operation Data|
|Summary||Heat pump operation is heavily dependent on the specifics of the installation, and understanding this relation is important for improving reliability and energy efficiency|
|Supervisor||Ece Calikus, Shiraz Farouq, Sławomir Nowaczyk|
Based on historical data concerning operation of heat pumps in houses, offices, factories, stores and similar, this project aims to estimate various properties (such as size, insulation level, occupancy patterns, etc.) of the building.
Understanding the effect of other factors, such as geographical location, on the operation of heat pumps is also of interest.
An important aspect of the project will be to find similarities and differences between different installations, based on the time-series data describing their operation.
The work will be based on data provided by EasyServ company, within SeMI project.