Introduction The M5 motorway, a crucial transport artery in the UK, spans over 165 miles from the Midlands to the southwest, connecting major cities and facilitating commerce. Given its significance, traffic conditions on the M5 can have widespread effects on travel plans, daily commutes, and freight logistics. As travel volumes rise and the holiday season