Pipelines constitute critical infrastructure, transporting vital commodities across vast distances. Ensuring their strength is paramount to preventing disruptions that can have devastating effects. Employing Regular Non-Destructive Testing (NDT) procedures is crucial for pinpointing potential flaws before they develop into major issues. One such in