Pipelines represent critical infrastructure, transporting vital substances across vast lengths. Ensuring their integrity is paramount to mitigating disruptions that can have devastating effects. Implementing Regular Non-Destructive Testing (NDT) techniques is crucial for pinpointing potential defects before they worsen into major problems. One such