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1. SOC_estimation_with_GRU-RNN SOC_estimation_with_GRU-RNN Public

   Python 24 6

2. BatterySOCModel BatterySOCModel Public

   Forked from SihaoZhang/BatterySOCModel

   This model is used to estimate the SOC of battery based on NN and Kalman filter.

   Python

3. equiv-circ-model equiv-circ-model Public

   Forked from batterysim/equiv-circ-model

   An equivalent circuit model (ECM) for a battery cell, module, and pack

   Python

4. mpc-DL-controller mpc-DL-controller Public

   Forked from ell-hol/mpc-DL-controller

   Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control

   Python

5. Lithium-Ion-Battery-Deep-Neural-Network- Lithium-Ion-Battery-Deep-Neural-Network- Public

   Forked from aditya-saxena-7/Lithium-Ion-Battery-Deep-Neural-Network-

   "Lithium-Ion Battery Life Prediction Based on Initial Stage-Cycles Using Machine Learning"--Deep Neural Model

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6. ElectricityPricePrediction ElectricityPricePrediction Public

   Forked from Carterbouley/ElectricityPricePrediction

   This is the final project following my time at Flatirons Data Science bootcamp. It uses Neural Networks (and other machine learning methods) to predict the day ahead electricity price, and modelled…

   Jupyter Notebook