Introduction: Wiring harnesses for VOLVO FH vehicles (2008–2023) use Sophisticated resources and patterns, such as gold-plated connectors and triple-layer insulation, to guarantee longevity and lower failure pitfalls. In the everyday routine of sustaining a VOLVO FH sequence truck, complex hiccups typically come up because of inefficient or grow