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