linas-p / EVDPEP
Probabilistic Deep Learningfor Electric-Vehicle Energy-Use Prediction
☆19Updated 3 years ago
Alternatives and similar repositories for EVDPEP:
Users that are interested in EVDPEP are comparing it to the libraries listed below
- ☆15Updated 3 years ago
- Driving range prediction by looking at energy consumption rate of Electronic Vehicles using ML regression techniques.☆12Updated 3 years ago
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆16Updated 3 years ago
- Smart charging of electric vehicles for maximizing PV self-consumption using Deep Reinforcement Learning. Data preprocessing was done wit…☆24Updated 2 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…☆23Updated 6 years ago
- electric vehicle charging scheduling☆14Updated 2 years ago
- Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management☆50Updated 3 years ago
- Implementation of the paper "A coordinated charging scheduling method for electric vehicles considering different charging demands"☆24Updated 2 years ago
- Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data☆44Updated 8 months ago
- Battery charge management environment, designed as a multi-agent scenario with continuous observation and action space, where the agents …☆13Updated 3 years ago
- Optimal control of hybrid electric vehicles with differential dynamic programming☆21Updated 2 years ago
- This workshop introduces basic concepts, models and algorithms in linear programming, convex optimization and stochastic optimization. A …☆11Updated 4 years ago
- Optimal travel routing through a network of electric vehicle charging and alternative fuel stations☆16Updated last year
- EVQUARIUM is an evaluation tool that quantifies the accessibility of EV charging station locations using queueing and graph theory. Given…☆19Updated last year
- Multiobjective Based Large-Scale Electric Vehicle Charging Behaviours Analysis☆31Updated 4 years ago
- ⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.☆16Updated last year
- Electric Vehicle Routing Problem☆33Updated 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 8 years ago
- Simplified electric vehicle charge optimization based on Hoke (2011).☆14Updated 4 years ago
- Repository for Master's Thesis project consisting in a MPC algorithm for Solar-plus-Storage microgrid control, dealing with grid outage u…☆22Updated 4 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
- Cooperative Energy Management and Eco-driving of Plug-in Hybrid Electric Vehicle via Multi-agent Reinforcement Learning☆23Updated 2 years ago
- Optimisation model for determining optimal location of electric vehicle charging stations as to maximise electric vehicle adoption☆26Updated last year
- DRL-Base-EMS for HEVs☆17Updated 2 years ago
- An ADMM solver for energy management problems in plug-in hybrid electric vehicles☆63Updated 3 years ago
- Energy-efficient powertrain control of Hybrid Vehicles through traffic jams☆12Updated 6 years ago
- Residential Consumer energy bill reduction via PSO based EV charging☆13Updated 2 years ago
- Optimizing a hybrid electrical vehicle using matlab and the dynamic programming algorithm☆36Updated 13 years ago