# Systemic Decarbonization of Road Freight Transport: A Comprehensive Total Cost of Ownership Model

arXiv: https://arxiv.org/abs/2410.21026 · HTML: https://mlsanity.com/paper/2410.21026/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 28 Oct 2024.

## Built on by (most cited first, 1 of 1)

- [A Dual-Stream Physics-Augmented Unsupervised Architecture for Runtime Embedded Vehicle Health Monitoring](https://mlsanity.com/paper/2602.10432/) (2026)

## Abstract (arXiv)

The decarbonization of road freight transport is crucial for reducing greenhouse gas emissions (GHG) and achieving climate neutrality goals. This study develops a comprehensive Total Cost of Ownership (TCO) model to evaluate the economic viability and strategic pathways for decarbonizing road freight transport. The model integrates vehicles with infrastructures, encompassing costs associated with acquisition, operation, maintenance, energy consumption, environmental impacts, and end-of-life considerations. Our analysis covers medium- and heavy-duty vehicles across eight powertrain types, with variants on battery sizes and fuel cell powers, incorporating key financial parameters, technological advancements, and policy incentives. Data sources include real-world fleet data and costs gathered from expert interviews, cross-referenced with multiple public resources. Findings indicate that zero-emission and near-zero-emission vehicles, though currently more expensive, will become cost-competitive with diesel vehicles by leveraging advancements in battery, fuel cell, and hydrogen technologies.