Detecting product leaks in pipelines can be a complex task. Traditionally, inspectors have relied on manual inspections, which can be time-consuming. 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 characteristics in this