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