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