Detecting fluid loss in pipelines can be a challenging task. Traditionally, inspectors have relied on on-site inspections, which can be laborious. Modern technology now offers more effective methods for pinpointing {the source of leaks. These advanced solutions leverage sensors to provide real-time information. By analyzing the characteristics in t