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1. Medium-Term-Load-Forecasting-using-TCN-LSTM-ARIMA Medium-Term-Load-Forecasting-using-TCN-LSTM-ARIMA Public

   The work develops a multi-step time series load forecasting model that predicts daily power consumption for the upcoming week based on historic daily data of consumption at a university campus.

   Jupyter Notebook 13 1

2. Energy-Management-System-for-Hybrid-Microgrid Energy-Management-System-for-Hybrid-Microgrid Public

   This work develops a simple energy management algorithm for a residential hybrid system consisting of PV, battery storage, unreliable grid and a diesel generator.

   MATLAB 6

3. RL-vs-MPC-for-Battery-Management RL-vs-MPC-for-Battery-Management Public

   We compare model-free and model-based methods in the context of battery control.

   Python 2

4. Solar-Irradiance-Forecasting-using-ANNs-from-Scratch Solar-Irradiance-Forecasting-using-ANNs-from-Scratch Public

   This works develops a deep artificial neural network (ANN) model to forecast solar irradiance at a given time and place based on several meteorological factors.

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5. Risk-Aware-Transfer-RL Risk-Aware-Transfer-RL Public

   This project focuses on implementing a novel approach to Risk-Aware Transfer in Reinforcement Learning (RL). This project introduces a unique perspective by incorporating risk at the test level rat…

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6. Optimal-Power-Flow-via-Neural-Networks Optimal-Power-Flow-via-Neural-Networks Public

   The projects aims to solve the optimal power flow (OPF) problem using feed-forward artificial neural networks (ANNs). The use of ANNs is to accelerate the time needed to solve the problem.

   Jupyter Notebook 1