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https://github.com/stritti/thermal-solar-plant-dataset
Realtime Thermal Solar Plant Dataset for Machine Learning
https://github.com/stritti/thermal-solar-plant-dataset
dataset examples iot machine-learning opendata public-data research smarthome training-data
Last synced: 30 days ago
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Realtime Thermal Solar Plant Dataset for Machine Learning
- Host: GitHub
- URL: https://github.com/stritti/thermal-solar-plant-dataset
- Owner: stritti
- License: mit
- Created: 2018-11-15T12:34:40.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2021-01-20T13:03:40.000Z (almost 4 years ago)
- Last Synced: 2024-10-14T08:13:34.240Z (2 months ago)
- Topics: dataset, examples, iot, machine-learning, opendata, public-data, research, smarthome, training-data
- Size: 13.6 MB
- Stars: 11
- Watchers: 3
- Forks: 5
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Thermal Solar Plant Dataset
Realtime thermal solar plant dataset for machine learning.
I would like to provide reale time dataset of a thermal solar plant logged in
the time of 2016-12-28 till 2018-10-10.
> Feel free to use data for research and development and let me know what you have learned and developed.
## Data Structure
Data is logged every minute but has some corrupted elements and data gaps.
The data is stored in individual CSV files. There is one log file per day.
The log files are grouped in monthly folders.
The headers of the CSV files are in German and will be translated into
English in the following. The temperature values are stored in Celcius.
Please consider that not all values are really provided with measured data.
### Dataset Header
Content of CSV files is structured in following columns:
| Column | Description |
|--------------------------------|----------------------------------|
| Datum & Uhrzeit | date & time |
| Temperatur Sensor 1 [ °C] | temperature of sensor 1 in °C |
| Temperatur Sensor 2 [ °C] | temperature of sensor 2 in °C |
| Temperatur Sensor 3 [ °C] | temperature of sensor 3 in °C |
| Temperatur Sensor 4 [ °C] | temperature of sensor 4 in °C |
| Temperatur Sensor 5 [ °C] | temperature of sensor 5 in °C |
| Temperatur Sensor 6 [ °C] | temperature of sensor 6 in °C |
| Druck Sensor 7 [ Bar] | pressure of sensor 7 [Bar] |
| Temperatur Sensor 8 [ °C] | temperature of sensor 8 in °C |
| Durchfluss Sensor 9 [ l/h] | Flow rate sensor 9 [ l/h] |
| Durchfluss V40 [ l/h] | Flow rate V40 [ l/h] |
| Einheit | Unit |
| PWM 1 [ %] | ? |
| PWM 2 [ %] | ? |
| Drehzahl Relais 1 [ %] | rotational speed relais 1 in % |
| Drehzahl Relais 2 [ %] | rotational speed relais 2 in % |
| Drehzahl Relais 3 [ %] | rotational speed relais 3 in % |
| Drehzahl Relais 4 [ %] | rotational speed relais 4 in % |
| Betriebssekunden Relais 1 [ s] | operating seconds relais 1 [ s] |
| Betriebssekunden Relais 2 [ s] | operating seconds relais 2 [ s] |
| Betriebssekunden Relais 3 [ s] | operating seconds relais 3 [ s] |
| Betriebssekunden Relais 4 [ s] | operating seconds relais 4 [ s] |
| Fehlermaske | error mask |
| Statusmaske | status mask |
| Wärme [ Wh] | heat energy |
| Version | version |
| Systemzeit | system time |
| Systemdatum | system date |
# License
[LICENSE](LICENSE)
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