Popular repositories Loading

1. RL-bess-control RL-bess-controlPublic

   Reinforcement learning control of a Battery Energy Storage System (BESS) in real-time electricity markets, using value and policy iteration to derive optimal bidding and operation strategies.

   Jupyter Notebook 9

2. ML-renewable-trading ML-renewable-tradingPublic

   Machine learning and regression models for day-ahead and balancing market trading of wind power using real-world data from Bornholm wind farms.

   Python 4

3. Master-thesis-code Master-thesis-codePublic

   Jupyter Notebook 2

4. ML-unit-commitment ML-unit-commitmentPublic

   Applying linear and non-linear classification to predict unit commitment decisions in day-ahead generation scheduling.

   Jupyter Notebook 2

5. wls-ols-timeseries-forecasting wls-ols-timeseries-forecastingPublic

   Exploration of global (OLS) and local (WLS) linear models for short- and medium-term forecasts of Denmark’s motor vehicle time series.

   R 2

6. solar-forecasting-arima solar-forecasting-arimaPublic

   Forecasting monthly solar PV generation using ARMA and seasonal ARIMA models, including simulation of seasonal processes and autocorrelation structure analysis.

   R 1