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İkitelli_Solar_Power_Electricity_Production_Forecasting

Dataset

İBB Açık veri Platformu : https://data.ibb.gov.tr/dataset/ikitelli-gunes-enerjisi-santrali-elektrik-uretim-miktarlari/resource/52afa9a3-2ea1-420b-a783-505cfe635ece

Name Electricity Generation Quantities of from the İkitelli Solar Power Plant
Explanation It includes 15-minute data per day from the 1200 kWp solar power plant located in the Istanbul Water and Sewerage Administration (ISKI) Ikitelli Drinking Water Treatment Plant.
Category Energy, Environment
Keywords Energy, production, Ges, electricity, power plant, İkitelli
Publisher İstanbul Energy Inc.
Data Date Range May 2018, May 2019
Creator İstanbul Energy Inc.
Created date 01/01/2020
Geographic Data Included? No
Data Update Frequency Monthly
type Real data
Language Turkish
More information http://data.ibb.gov.tr/contact
Data URL the data.ibb.gov.tr/dataset/ikitelli-gunes-enerjisi-santrali-elektrik-uretim-miktar
Unit of Data kWh / min
Warnings / Notes: Electricity amounts produced in May, June, August, September, November, December 2018 and February, March, April, May 2019

Libraries

  • wwo-hist (for gettiing the weather data)
  • pandas
  • numpy
  • lightgbm
  • plotly
  • matplotlib
  • sklearn
  • eli5 (for getting the permutation importance)
  • pdpbox (for partial dependence plots)
  • shap (for shapley values)

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