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Competitive Powertrain Benchmarking

EU HDV Fleet 756k Vehicles

EEA Regulation (EU) 2018/956 · VECTO Simulation · Machine Learning Engine

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Cleaned Fleet Records

756,149

2019, 2020 & 2023 EU HDV

Major OEM Groups

7 + Other

Scania, Volvo, Daimler, MAN, DAF...

Median CO2v (VECTO)

762.4 g/km

Whole-truck declared CO2

ML Model CV R²

0.595 ±0.006

MAE 27.8 g/km (vs 49.4 baseline)

Fleet Powertrain Mix

▸ The EU HDV fleet is currently dominated by Diesel ICE (>96%). Gas (CNG/LNG) represents ~3.5%, while Battery Electric (BEV) and Hybrid vehicles are growing in later reporting periods.

OEM Certified Vehicle Variants

▸ Certified vehicle variants reported to the EEA. Daimler Truck, Scania, DAF, Volvo Trucks, and MAN comprise the top 5 heavy-duty commercial vehicle suppliers.

Curated Fleet Records Preview (First 10 of 756k Rows)

Validated via Pydantic Gate
Year OEM Brand Model / Make Powertrain Group GVW (t) Power (kW) CO2v (g/km) WHTC (g/kWh)
2019ScaniaR 450Diesel ICE519.0331688.4624.1
2019Volvo TrucksFH 460Diesel ICE520.5345714.2618.3
2019Daimler TruckActros 1845Diesel ICE518.0330732.1635.8
2020MANTGX 18.510Diesel ICE518.0375745.0632.0
2020DAFXF 480Diesel ICE519.5353728.6629.4
2020IVECOS-WAY NP 460Gas (CNG/LNG)519.0338765.2648.0
2023Renault TrucksT 480Diesel ICE519.0—721.0—
2023Scania45 R (BEV)BEV / Zero-emission521.0—0.0—
2023Volvo TrucksFH ElectricBEV / Zero-emission522.5—0.0—
2023Daimler TruckeActros 600BEV / Zero-emission522.0—0.0—