Detecting fluid leaks in pipelines can be a challenging task. Traditionally, inspectors have relied on on-site inspections, which can be time-consuming. Modern technology now offers more accurate methods for pinpointing {theorigin of leaks. These innovative solutions leverage sensors to provide real-time insights. By analyzing the characteristics i