MLOPS Solution for Predicating Solar Radiation in Islamabad, Pakistan

Link: https://solar-isb-flaskapp.herokuapp.com/

Flask app to predict daily radiation from the time series of Solcast from Islamabad, Pakistan.

Input: month, day, Daily_Temp, Daily_Precip, Daily_Humidity, Daily_Pressure, Daily_WindDir, Daily_WindSpeed, Daily_DNI, Daily_GHI Output: Daily_radiation

Use Json Input

{
  "month": 12,
  "day": 3,
  "Daily_Temp": 10.98,
  "Daily_Precip": 9.07,
  "Daily_Humidity": 59.2,
  "Daily_Pressure": 929.06,
  "Daily_WindDir": 167.3,
  "Daily_WindSpeed": 1.86,
  "Daily_DNI": 522.2,
  "Daily_GHI": 324.6
}

Results

[
  {
    "Daily_DNI": 522.2,
    "Daily_GHI": 324.6,
    "Daily_Humidity": 59.2,
    "Daily_Precip": 9.07,
    "Daily_Pressure": 929.06,
    "Daily_Temp": 10.98,
    "Daily_WindDir": 167.3,
    "Daily_WindSpeed": 1.86,
    "day": 3,
    "month": 12
  },
  {
    "solar irradiance": 92.71980683342349
  }
]

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