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SohamThakkar-07/india-ev-range-dataset

🔋 India EV Real-World Range Dataset A comprehensive dataset of 7,291 data points covering 61 Indian 4-wheeler EV variants from 18 manufacturers across 12 Indian driving scenarios. Dataset Description This dataset was built to predict the real-world driving range of Electric Vehicles under Indian conditions. It combines: Real EV specifications from all major EVs sold in India (Tata, Mahindra, Hyundai, MG, Kia, BYD, BMW, Mercedes, etc.) Physics-based energy… See the full description on the dataset page: https://huggingface.co/datasets/SohamThakkar-07/india-ev-range-dataset.

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Dataset Card

🔋 India EV Real-World Range Dataset

A comprehensive dataset of 7,291 data points covering 61 Indian 4-wheeler EV variants from 18 manufacturers across 12 Indian driving scenarios.

Dataset Description

This dataset was built to predict the real-world driving range of Electric Vehicles under Indian conditions. It combines:

  1. 1.Real EV specifications from all major EVs sold in India (Tata, Mahindra, Hyundai, MG, Kia, BYD, BMW, Mercedes, etc.)
  2. 2.Physics-based energy modeling using vehicle dynamics equations
  3. 3.India-specific driving scenarios (Delhi summer, Mumbai traffic, Ghat roads, Expressways, etc.)

Features (25 columns)

Vehicle Specifications

ColumnDescriptionRange
battery_capacity_kWhUsable battery capacity (accounting for age)14-108 kWh
motor_power_kWMotor peak power30-440 kW
vehicle_weight_kgKerb weight840-2975 kg
drag_coefficient_CdAerodynamic drag0.20-0.35
frontal_area_m2Vehicle frontal area1.8-2.85 m²
rolling_resistance_CrTyre rolling resistance0.009-0.013
motor_efficiency_pctMotor+drivetrain efficiency88-95%
ARAI_certified_range_kmOfficial ARAI range230-857 km

Driving Conditions

ColumnDescriptionValues
avg_driving_speed_kmhAverage speed10-130 km/h
ambient_temperature_CTemperature5-50°C
ac_usageAir conditioning0=Off, 1=On
terrain_typeRoad terrain0=Flat, 1=Mild Hills, 2=Hilly
traffic_conditionTraffic0=Free, 1=Moderate, 2=Heavy
driving_styleDriver behavior0=Eco, 1=Normal, 2=Sport
passengersNumber of passengers1-5
battery_age_yearsBattery age0-5 years
tyre_pressure_deviation_psiTyre pressure from optimal-8 to +2 PSI

Target

ColumnDescription
real_world_range_kmPredicted real-world range

Indian Driving Scenarios

Delhi, Mumbai, Bangalore, Chennai, Pune, Hyderabad, Kolkata, National Highway, Expressway, Hill Station, Rural Road, Ghat Road

Vehicle Makes (18)

Tata, Mahindra, MG, Hyundai, Kia, BYD, BMW, Mercedes, Audi, Volvo, Porsche, Jaguar, Citroen, Maruti Suzuki, Toyota, Rolls-Royce, Mini, Smart

Usage

python
from datasets import load_dataset
ds = load_dataset("SohamThakkar-07/india-ev-range-dataset")

License

MIT