Solar Output Prediction Using Weather Data
Using the weather data, predict solar output
@kaggle.thedevastator_solar_output_prediction_using_weather_data
About this Dataset
Solar Output Prediction Using Weather Data
Solar Output Prediction Using Weather Data
Using the weather data, predict solar output
By [source]
About this dataset
This dataset consists of solar output predictions using weather data. The data was collected from various sources and contains information on solar output, weather, date, and time. The solar output predictions are based on historical weather patterns and data
How to use the dataset
This dataset can be used to predict solar output using weather data. The data was collected from various sources and contains information on solar output, weather, date, and time. The dataset can be used to train a model that predicts solar output based on weather conditions
Research Ideas
- The dataset can be used to predict solar output for a given location.
- The dataset can be used to study the relationship between weather and solar output.
- The dataset can be used to develop a new approach to predicting solar output
Acknowledgements
License
> License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
> No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.
Columns
File: rawWeatherDataStanford.csv
| Column name | Description |
|---|---|
| WBAN | Weather Bureau Air Force Navy (Column Type: Integer) |
| Date | The date of the observation (Column Type: Date) |
| Time | The time of the observation (Column Type: Time) |
| SkyCondition | The sky condition at the time of the observation (Column Type: String) |
| Visibility | The visibility at the time of the observation (Column Type: Integer) |
| Temperature | The temperature at the time of the observation (Column Type: Integer) |
| DewPoint | The dew point at the time of the observation (Column Type: Integer) |
| WindSpeed | The wind speed at the time of the observation (Column Type: Integer) |
| StationPressure | The station pressure at the time of the observation (Column Type: Integer) |
| Altimeter | The altimeter at the time of the observation (Column Type: Integer) |
File: Erle_zipcodes.csv
File: example_config.csv
| Column name | Description |
|---|---|
| zip5 | The zip code of the location where the data was collected. (String) |
| start_date | The start date of the data collection. (Date) |
| end_date | The end date of the data collection. (Date) |
File: weather_dev.csv
File: weather_test.csv
| Column name | Description |
|---|---|
| 11;1;10;8.63;6.21;83;16.32;28.91;29.69;1293.75 |
File: weather_train.csv
File: solar-output_hourly.csv
File: weather_test_timeline.csv
Acknowledgements
If you use this dataset in your research, please credit the original author.