Detecting material discharges in pipelines can be a challenging task. Traditionally, inspectors have relied on manual inspections, which can be time-consuming. Modern technology now offers more precise methods for pinpointing {theorigin of leaks. These innovative solutions leverage sensors to provide real-time information. By analyzing the characte