Pipelines represent critical infrastructure, transporting vital commodities across vast distances. Ensuring their integrity is paramount to preventing disruptions that can have significant impacts. Implementing Regular Non-Destructive Testing (NDT) methods is crucial for pinpointing potential weaknesses before they worsen into major concerns. One s