<?xml version="1.0" encoding="UTF-8"?><ns2:project xmlns:ns1="http://gtr.rcuk.ac.uk/gtr/api" xmlns:ns2="http://gtr.rcuk.ac.uk/gtr/api/project" xmlns:ns3="http://gtr.rcuk.ac.uk/gtr/api/fund" xmlns:ns4="http://gtr.rcuk.ac.uk/gtr/api/person" xmlns:ns5="http://gtr.rcuk.ac.uk/gtr/api/project/outcome" xmlns:ns6="http://gtr.rcuk.ac.uk/gtr/api/organisation" ns1:created="2026-06-03T15:52:43Z" ns1:href="http://gtr.ukri.org/gtr/api/projects/0BB02DDB-10FD-48A7-846E-DAB750AFAFA8" ns1:id="0BB02DDB-10FD-48A7-846E-DAB750AFAFA8"><ns1:links><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/persons/D41BE4B3-DB61-4FCE-A7E0-44EE8810DECC" ns1:rel="PM_PER"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/57E9CB16-6A84-4E67-8955-A03AB70CFEBD" ns1:rel="LEAD_ORG"/><ns1:link ns1:href="http://gtr.ukri.org/gtr/api/organisations/57E9CB16-6A84-4E67-8955-A03AB70CFEBD" ns1:rel="PARTICIPANT_ORG"/><ns1:link ns1:end="2024-09-29T23:00:00Z" ns1:href="http://gtr.ukri.org/gtr/api/funds/72029470-9497-4B60-AF9A-1341E871915F" ns1:rel="FUND" ns1:start="2024-04-30T23:00:00Z"/></ns1:links><ns2:identifiers><ns2:identifier ns2:type="RCUK">10111661</ns2:identifier></ns2:identifiers><ns2:title>Real-World Emissions Data Decision Tool to achieve Net Zero Mobility</ns2:title><ns2:status>Closed</ns2:status><ns2:grantCategory>SME Support</ns2:grantCategory><ns2:leadFunder>Innovate UK</ns2:leadFunder><ns2:abstractText>Get Ready for a Data-Driven Revolution in Mobility Emissions!

We're tired of lab-based emissions tests that don't tell the whole story! That's why we're building a groundbreaking decision tool that harnesses the power of real-world data to revolutionize mobility emissions analytics.

Here's how it works:

* Real-time vehicle telematics: We tap into live data from vehicles, capturing how they behave in the real world.
* Public data powerhouse: We combine this with public data on population, weather, traffic, and more, painting a rich picture of driving conditions.
* Advanced analytics: We apply sophisticated machine learning and statistical models to this data, generating hyper-accurate on-road WLTP emission values for individual vehicles and entire fleets.

This game-changer empowers everyone in the mobility sector:

* Fleet managers: Optimize fuel efficiency and slash emissions, saving money and the planet.
* OEMs: Design next-generation vehicles that are truly eco-friendly, informed by real-world driving patterns.
* City councils: Gain granular insights into emissions hotspots, enabling targeted policy decisions for cleaner cities.
* Governments: Implement data-driven strategies to meet ambitious net zero goals and create healthier transport systems.

And the best part? Our tool is built with scalability and replicability in mind:

* Fuel type flexibility: We're starting with petrol and diesel, but future versions will tackle hybrids, plug-in hybrids, and even EVs.
* Wide-ranging reach: Our solution can adapt to different vehicle brands, types, and regions, making it a truly global game-changer.

Get ready for tangible benefits across the entire mobility value chain - this is more than just a tool, it's a revolution.

Join us in making the future of transportation cleaner, greener, and smarter!</ns2:abstractText></ns2:project>