Detecting material discharges in pipelines can be a complex task. Traditionally, inspectors have relied on visual inspections, which can be laborious. Modern technology now offers more precise methods for pinpointing {the source of leaks. These innovative solutions leverage sensors to provide real-time data. By analyzing the patterns in this data,