EV Fleet Optimization ML Frameworks
ML projects for optimizing electric vehicle operations, charging infrastructure, routing, and energy management. Includes charging station placement/prediction, route optimization, battery range prediction, and charging behavior forecasting. Does NOT include general EV market analysis, IoT smart charging hardware, or battery fault detection without optimization context.
There are 23 ev fleet optimization frameworks tracked. The highest-rated is Chaganti-Reddy/EVMarket-India at 41/100 with 16 stars.
Get all 23 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
Chaganti-Reddy/EVMarket-India
Electric Vehicle Market Segmentation Analysis in India |
|
Emerging |
| 2 |
ebtezcan/EV-Charger-Prediction
Time-series modeling project that predicts the future number of electric... |
|
Emerging |
| 3 |
Man0dya/Smart-Charge-Locator
Interactive Streamlit app using ML and geospatial analysis to prioritize EV... |
|
Emerging |
| 4 |
akansh12/data-science-Optimal-EV-station-placement
Spatial-Economic Analysis for Optimal EV Charging Station Placement using... |
|
Emerging |
| 5 |
phu-boop/VoltNexus-EV-Enterprise-Ecosystem
Enterprise-grade Electric Vehicle (EV) Management Ecosystem built on... |
|
Experimental |
| 6 |
sautee/soc-cloud-app
Streamlit web app to predict cell state of charge. |
|
Experimental |
| 7 |
ethicalByte1443/EV-Vehicle-Trip-Optimizer
An ML-driven EV battery optimization system that predicts energy... |
|
Experimental |
| 8 |
tushar2704/GreenSights
GreenSight - Analyze and evaluate Environmental, Social, and Governance... |
|
Experimental |
| 9 |
RaDiO-AcTiVe8970/EV_Battery-Health-Checker
ML model for EV battery fault detection for Bangladesh |
|
Experimental |
| 10 |
RhythmBindal/Predictive_Routing_for_EV_Charging_Stations
This repository contains a project that aims to provide a predictive routing... |
|
Experimental |
| 11 |
sdley/evrp-rl
Reinforcement Learning for EVRP. Implements scalable and energy-efficient... |
|
Experimental |
| 12 |
aih-2012/EV-Range-Prediction
A machine learning project that predicts the driving range of electric... |
|
Experimental |
| 13 |
RajdeepKushwaha5/EV-Adoption-Forecasting
🚗 EV Adoption Forecasting A Streamlit app that forecasts future electric... |
|
Experimental |
| 14 |
sakthivel-26/EV-battery-managment-system-using-deep-learning
EV Battery managment system using deeep learning |
|
Experimental |
| 15 |
PranabSantra45/EV-Charging-Behaviour
Analysis of EV charging datasets focusing on temporal patterns, peak-hour... |
|
Experimental |
| 16 |
piyushdwivedi2901/cloud-cost-prediction-idle-detection-ml
Machine Learning framework for cloud cost prediction and idle resource detection. |
|
Experimental |
| 17 |
1011911/Electric-Vehicle-Sales-by-State-in-India
âš¡ Analyze electric vehicle sales data across Indian states to uncover trends... |
|
Experimental |
| 18 |
mp3-priya/Dissertation-Project
ML-Based classification of electric vehicles (BEV vs PHEV) using Washington... |
|
Experimental |
| 19 |
ahmadsuleman/Intelligent-Home-Energy-Management
Smart Scheduling of EVs Through Intelligent Home Energy Management Using... |
|
Experimental |
| 20 |
manasscodes/india-ev-adoption-analysis
end-to-end ML pipeline analyzing India's ICE-to-EV transition across 7... |
|
Experimental |
| 21 |
stevendemer/smart-iot
NEST API for optimal EV charging |
|
Experimental |
| 22 |
chandkund/EV-Market-Segmentation
This project focuses on segmenting the Electric Vehicle (EV) market in India... |
|
Experimental |
| 23 |
shrnashrmn1202/EV-Telemetry-Driver-recommender-system
A Recommender & Telemetry system for improvement of Electric Vehicle and... |
|
Experimental |