Final Customer

Innovate UK

Prime Contractor

CloudMade with Aimsun, Birmingham City Council, Trakm8


Birmingham, UK


October 2020 – October 2021






One-year feasibility study processing existing datasets, to understand the parameters needed for modelling human drivers and how to extend them to make vehicle rules for CAVs, improving current technology and modelling impacts to balance comfort, capacity and safety. The aim is to ensure CAV behaviour meets the needs of both regulators and customers.

Project Location

Roads deemed difficult for driverless vehicles to navigate, such as small side roads with parked cars either side and a narrow running lane through the middle.

Aimsun Solution

Aimsun used an existing model of Birmingham and then simulated the closure of  various parts of the network examining the impact on network speeds and throughputs.  These closures were used as a surrogate for situations where a  Level 5 driverless vehicle were to break down or be incapable of proceeding and require additional control from a remote operations centre.

Benefit to Customer

Aimsun was able to accurately simulate the effects of introducing unforeseen impacts on traffic while the project as a whole examined patents on rules for CAVs; an improved understanding of early mixed fleet operation of human and automated vehicles and how to make early level self-driving vehicles attractive to users. Additionally, improved understanding for highways authorities and vehicle makers was delivered regarding how to deploy CAVs on a variety of real-world roads.

Related Case Studies


To enable the completion of a 230 mile journey across the UK, setting a precedent in the UK for the successful deployment of an autonomous, human-like vehicle undergoing a complex journey through real-world driving conditions.

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