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## Input-Data | ||
The European Heat Pump Association (EHPA) hosts a webiste with the results of laboratory measurements from the keymark certification process. For every heat pump model a pdf file can be downloaded from https://keymark.eu/en/products/heatpumps/certified-products. | ||
The European Heat Pump Association (EHPA) hosts a website with the results of laboratory measurements from the keymark certification process. For every heat pump model a pdf file can be downloaded from https://keymark.eu/en/products/heatpumps/certified-products. | ||
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This repository is based on all pdf files that were download for every manufacturer on 2021-03-12. | ||
This repository is based on all pdf files that were downloaded for every manufacturer on 2021-03-12. |
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# Output data | ||
This is the place for the CSV databases which are created by the function within the hplib-database.py | ||
This is the place for the CSV databases which are created by the function within the hplib_database.py | ||
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In the end, these files are only for documentation purpose of the whole hplib library. They represent a structured format for all data that is located in the hundreds of PDF based KEYMARK reports. | ||
In the end, these files are only for documentation purpose of the whole hplib library. They represent a structured format for all data that is located in the hundreds of PDF based KEYMARK reports together with validation data from hplib. |
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## src | ||
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This folder contains the main files for usage: | ||
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- in documentation.ipynb there are explenations and examples where the data is from, | ||
what happend to the data, how to use this library for simulating and validation of the fit method. | ||
- for simulation you need to import the hplib_database.csv where all parameters are saved and | ||
hplib.py where all code for simulation is stored | ||
- hplib_database.py is used for preperation of the data | ||
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|File|Content| | ||
|:---|:---| | ||
|documentation.ipynb|Explanations how the database was created. Examples how to use hplib.py for simulation. Validation calculations and plots.| | ||
|hplib_database.csv|Database with one row per heatpump, containing relevant data and simulation parameters| | ||
|hplib.py|Functions for simulations purposes| | ||
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Columns and Description from **hplib_database.csv** | ||
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| Column | Description | Comment | | ||
| :--- | :--- | :--- | | ||
| Manufacturer | Name of the manufacturer | 30 manufacturers | | ||
| Model | Name of the heat pump model | 506 models | | ||
| Date | heat pump certification date | 2016-07-27 to 2021-03-10 | | ||
| Type | Type of heat pump model | Outdoor Air/Water, Brine/Water, Water/Water | | ||
| Subtype | Subtype of heat pump model | On-Off, Reglulated| | ||
| Group ID | ID for combination of type and subtype | 1 - 6| | ||
| Refrigerant | Refrigerant Type | R134a, R290, R32, R407c, R410a, other | | ||
| Mass of Refrigerant [kg]| Mass of Refrigerant | 0.15 to 14.5 kg | | ||
| SPL indoor [dBA]| Sound emissions indoor| 15 - 68 dBA| | ||
| SPL outdoor [dBA]| Sound emissions outdoor| 33 - 78 dBA| | ||
| PSB [W] | Eletrical power consumption, standby mode| 3 to 60 W | | ||
| Climate | Climate definition for set points, which were used for parameter identification | average, colder, warmer | | ||
| P_el_ref [W]| Electrical power at -7°C / 52°C | 881 to 23293 W | | ||
| P_th_ref [W]| Thermal power at -7°C / 52°C | 2400 to 69880 W | | ||
| p1-p4_P_th | Fit-Parameters for thermal power | - | | ||
| p1-p4_P_el | Fit-Parameters for electricl power | P_el = P_el_ref * (p1*T_in + p2*T_out + p3 + p4*T_amb) | | ||
| p1-p4_COP | Fit-Parameters for COP | COP = p1*T_in + p2*T_out + p3 + p4*T_amb| | ||
| MAPE_P_el | mean absolute percentage error for electrical input power (simulation vs. measurement) | average = 16,3 % | | ||
| MAPE_COP | mean absolute percentage error for thermal input power (simulation vs. measurement) | average = 9,8 % | | ||
| MAPE_P_th | mean absolute percentage error for coefficient of performance (simulation vs. measurement) | average = 19,7 % | |