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 30 ev fleet optimization frameworks tracked. The highest-rated is Chaganti-Reddy/EVMarket-India at 34/100 with 16 stars.
Get all 30 projects as JSON
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
Chaganti-Reddy/EVMarket-India
Electric Vehicle Market Segmentation Analysis in India |
|
Emerging |
| 2 |
Man0dya/Smart-Charge-Locator
Interactive Streamlit app using ML and geospatial analysis to prioritize EV... |
|
Emerging |
| 3 |
ebtezcan/EV-Charger-Prediction
Time-series modeling project that predicts the future number of electric... |
|
Emerging |
| 4 |
phu-boop/VoltNexus-EV-Enterprise-Ecosystem
Enterprise-grade Electric Vehicle (EV) Management Ecosystem built on... |
|
Experimental |
| 5 |
akansh12/data-science-Optimal-EV-station-placement
Spatial-Economic Analysis for Optimal EV Charging Station Placement using... |
|
Experimental |
| 6 |
FurkAlb/Global-Power-Plant-Analysis
Global Power Plant Database Analysis is a Streamlit-based interactive web... |
|
Experimental |
| 7 |
ArturMelnyk-analyst/Streamlit-Hydraulic-Dashboard
End-to-end predictive maintenance ML pipeline for hydraulic systems with... |
|
Experimental |
| 8 |
ChiroK0407/waste_hydrogen_ml_research_forum
Waste2Hydrogen ML Dashboard — A Streamlit-powered analytical dashboard... |
|
Experimental |
| 9 |
RaDiO-AcTiVe8970/EV_Battery-Health-Checker
ML model for EV battery fault detection for Bangladesh |
|
Experimental |
| 10 |
JuanBlanco9/agro-intel
Predicciones diarias de congestión portuaria para el complejo agroexportador... |
|
Experimental |
| 11 |
igarbayo/cloud-incident-predictor
Binary classifier that predicts cloud infrastructure incidents from sliding... |
|
Experimental |
| 12 |
sakthivel-26/EV-battery-managment-system-using-deep-learning
EV Battery managment system using deeep learning |
|
Experimental |
| 13 |
sdley/evrp-rl
Reinforcement Learning for EVRP. Implements scalable and energy-efficient... |
|
Experimental |
| 14 |
sautee/soc-cloud-app
Streamlit web app to predict cell state of charge. |
|
Experimental |
| 15 |
ethicalByte1443/EV-Vehicle-Trip-Optimizer
An ML-driven EV battery optimization system that predicts energy... |
|
Experimental |
| 16 |
kevsasse/whitespot
Eine Skalierbare ML-Plattform zur Vorhersage optimaler Geschäftsstandorte... |
|
Experimental |
| 17 |
tushar2704/GreenSights
GreenSight - Analyze and evaluate Environmental, Social, and Governance... |
|
Experimental |
| 18 |
aih-2012/EV-Range-Prediction
A machine learning project that predicts the driving range of electric... |
|
Experimental |
| 19 |
PranabSantra45/EV-Charging-Behaviour
Analysis of EV charging datasets focusing on temporal patterns, peak-hour... |
|
Experimental |
| 20 |
RhythmBindal/Predictive_Routing_for_EV_Charging_Stations
This repository contains a project that aims to provide a predictive routing... |
|
Experimental |
| 21 |
Ayush-Quant/The-Silicon-Shield-How-Data-Center-Attacks-Are-Changing-the-Economics-of-War-in-the-Gulf
This repository models the March 2026 "Operation Epic Fury" escalation,... |
|
Experimental |
| 22 |
piyushdwivedi2901/cloud-cost-prediction-idle-detection-ml
Machine Learning framework for cloud cost prediction and idle resource detection. |
|
Experimental |
| 23 |
mp3-priya/Dissertation-Project
ML-Based classification of electric vehicles (BEV vs PHEV) using Washington... |
|
Experimental |
| 24 |
Unfavorable-sutra74/apl-evs
⚡ Accelerate electric vehicle development with apl-evs, your go-to toolkit... |
|
Experimental |
| 25 |
1011911/Electric-Vehicle-Sales-by-State-in-India
⚡ Analyze electric vehicle sales data across Indian states to uncover trends... |
|
Experimental |
| 26 |
diogomsmiranda/evbuddy
EVBuddy is a reproducible ML pipeline for EV charging-station availability... |
|
Experimental |
| 27 |
RajdeepKushwaha5/EV-Adoption-Forecasting
🚗 EV Adoption Forecasting A Streamlit app that forecasts future electric... |
|
Experimental |
| 28 |
sharvesh1401/ev-dashboard
Interactive EV analytics dashboard built with React, Tailwind CSS, and... |
|
Experimental |
| 29 |
manasscodes/india-ev-adoption-analysis
end-to-end ML pipeline analyzing India's ICE-to-EV transition across 7... |
|
Experimental |
| 30 |
SirDroffilc/Voltizen-Meralco-IDOL-Hackathon
A unified "social utility" platform that builds and improves upon select... |
|
Experimental |