Comprehensive explainable model using low-frequency vibration characteristics for leakage detection in water pipelines

Key Points

• Leakage detection improves by analyzing low-frequency vibration characteristics in pipelines, enabling better water management.
• The study reveals that models built on vibration signatures can accurately identify leaks, enhancing pipeline maintenance efforts.
• Analysis employed vibration characteristics to detect leaks, providing clear, explainable results without complex algorithms.
• These findings suggest that adopting low-frequency monitoring may significantly reduce water loss and maintenance costs.