FreightCarbon Scaling Calculator
A B2B tool for logistics companies to calculate the exact GHG savings of integrating eHighway (overhead line) segments into their routes.
Concept
This is a specialized carbon-accounting tool for heavy-duty road freight. It allows logistics managers to input their current diesel routes and simulate the emission reductions gained by utilizing specific electrified 'eHighway' stretches. The tool uses a scaling calculator to translate the percentage of a trip that is electrified into a concrete reduction in direct greenhouse gas emissions, providing a financial and environmental business case for upgrading to O-trucks (overhead contact line trucks).
Why now
Field tests have demonstrated that even a small amount of electrification (5% of a trip) can result in a significant reduction in direct GHG emissions (14-17%) [3]. With legislation like Germany's KSG 2019 mandating net-zero by 2045, freight companies need precise tools to benchmark eHighway technology against other drive technologies to plan their fleet transition [3].
AI assessment
A highly focused, evidence-backed tool that solves a specific regulatory and financial pain point for a niche but high-value infrastructure transition.
- Evidence strength 5/5
- The idea is directly derived from a study using 500,000km of real-world data and specifically mentions the development of a scaling calculator.
- Market pull 4/5
- Strong pull from German legislation (KSG 2019) and clear beneficiaries in large-scale logistics firms facing net-zero mandates.
- Novelty & moat 3/5
- While the calculator logic is novel, the moat is thin as it relies on public infrastructure data and could be replicated by larger ERP providers.
- Feasibility 5/5
- The core logic is a mathematical scaling formula based on existing field data, making the MVP extremely easy to build.
- Wedge clarity 5/5
- The wedge is sharp: a specific tool for O-truck transition planning rather than a generic carbon accounting platform.
- Simplicity / focus 5/5
- The product is a single-purpose calculator with a clear input-output loop, avoiding any platform bloat.
Scored by AI against a fixed rubric (evidence, market, novelty, feasibility, wedge, simplicity). A prior estimate to compare ideas before real-world signal arrives.
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Who benefits
- DHLcompany
Needs to decarbonize massive road freight volumes to meet corporate net-zero targets.
- DB Cargocompany
As a leader in rail and integrated transport, they can use this to optimize the transition of road-feeder services to electrified corridors.
Can use the tool to incentivize the expansion of the eHighway network by showing the aggregate emission savings to the industry.
Research it builds on
- Impact of an eHighway on the directly emitted greenhouse gases by road freight transportFerdinand Schöpp, Özgür Öztürk, Jürgen Wilke et al. · 2024 · 5 citationsAll ideas from this paper →
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