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Time-Series-Forecasting-Electricity-Price-Prediction
Time-Series-Forecasting-Electricity-Price-Prediction PublicThis project demonstrates the application of various machine learning techniques to electricity price forecasting, with emphasis on proper time series methodology, feature engineering, and model in…
Jupyter Notebook
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Time-Series-Forecasting-Wind-Power-Prediction
Time-Series-Forecasting-Wind-Power-Prediction PublicJupyter Notebook
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Electricity-Market-Insights
Electricity-Market-Insights PublicThe goal is to identify and analyze the factors that influence electricity Day-Ahead market prices, using market data from June 2020 and June 2021 to illustrate underlying dynamics, seasonal charac…
Jupyter Notebook
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Optimal-Residential-Energy-System-Sizing
Optimal-Residential-Energy-System-Sizing PublicThis project addresses the challenge of determining the optimal configuration of residential photovoltaic (PV) systems and battery storage to maximize long-term economic benefits.
Jupyter Notebook
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