Makatjane/Probabilistic-Forecasting-of-Hourly-Wind-Power-Load-generation-in-South-Africa

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environment and energy

Creator:

Mak

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In this notebook, I have developed a probabilistic forecasting of total wind power generation in South Africa. I firstly employed the classical decomposition to extract the trend. Secondly filtered the series suing Kalman filter, fit GBDt and filly combine Kalman filters with GBDT # Probabilistic-Forecasting-of-Hourly-Wind-Power-Load-generation-in-South-Africa In this notebook, I have developed a probabilistic forecasting of total wind power generation in South Africa. I firstly employed the classical decomposition to extract the trend. Secondly filtered the series suing Kalman filter, fit GBDt and filly combine Kalman filters with GBDT

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