ashishpal17 / Electric-Vehicles-EVs-Energy-Consumption-EstimationLinks
Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: numpy, pandas, matplotlib, seaborn
☆18Updated 4 years ago
Alternatives and similar repositories for Electric-Vehicles-EVs-Energy-Consumption-Estimation
Users that are interested in Electric-Vehicles-EVs-Energy-Consumption-Estimation are comparing it to the libraries listed below
Sorting:
- Scheduling Strategy of Electric Vehicle Charging Considering Different Requirements of Power Grid and Users☆10Updated 4 years ago
- Probabilistic Deep Learningfor Electric-Vehicle Energy-Use Prediction☆22Updated 3 years ago
- Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data☆49Updated last year
- electric vehicle charging scheduling☆18Updated 3 years ago
- ☆15Updated 3 years ago
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆14Updated 3 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆28Updated 2 years ago
- Machine Learning based model to predict power demand in charging station for electric vehicles.☆10Updated 2 years ago
- Repository for electric vehicle charge scheduling with a fully-observable Markov Decision Process☆17Updated 2 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆54Updated 3 years ago
- Implementation of the paper "A coordinated charging scheduling method for electric vehicles considering different charging demands"☆28Updated 3 years ago
- The python codes implement the EV charging problem as static and dynamic optimization problem. The optimizers try to maximize the revenue…☆15Updated 9 years ago
- data for Multistep Electric Vehicle Charging Station Occupancy Prediction using Mixed-LSTM Neural Networks☆32Updated last year
- An analysis of electric vehicle charging times given usage data☆12Updated 8 years ago
- Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consump…☆44Updated 6 years ago
- Project applying reinforcement learning to control an electric vehicle's energy storage system☆52Updated 4 years ago
- program that uses reinforced q-learning to come up with optimal electric vehicle charging schedule based on user's driving habits☆12Updated 5 years ago
- This workshop introduces basic concepts, models and algorithms in linear programming, convex optimization and stochastic optimization. A …☆12Updated 5 years ago
- techie-jai / ML-based-Heuristic-learning-charging-time-scheduling-of-EV-vehicles-to-minimize-the-energy-peaksThe python code generated random demands of random EV vehicles and household electricity demands. It then plots the graphs between earlie…☆25Updated 6 years ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆23Updated 3 years ago
- Open code of my published paper: Health-considered energy management strategy for fuel cell hybrid electric vehicle based on improved sof…☆31Updated 9 months ago
- Energy-efficient powertrain control of Hybrid Vehicles through traffic jams☆12Updated 6 years ago
- Implementation of Dynamic Programming for Energy Management of Hybrid Electric Vehicle☆85Updated 5 years ago
- Residential Consumer energy bill reduction via PSO based EV charging☆13Updated 3 years ago
- Project achieved in MATLAB/Simulink 2022b, including optimal control algo, prediction algo, DQN training Env. etc.☆58Updated 2 years ago
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆67Updated 4 years ago
- Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm☆38Updated 13 years ago
- Using electric vehicle charging data, I explore when drivers are likely to plug in their cars, and how much additional electricity demand…☆16Updated 4 years ago
- [IV 2022] A Comparative Study of Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles.☆91Updated 2 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆12Updated 12 years ago