Enhancing Automated Acoustic Leak Detection in a Water Distribution Network Using Ensemble Machine Learning

Keyphrases

• Water Distribution Systems 100%
• Leak Detection 100%
• Ensemble Machine Learning 100%
• Acoustic Leak Detection 100%
• Noise Logger 80%
• False Alarm 40%
• Urban Infrastructure Development 40%
• Wireless 20%
• Aging 20%
• Fourier Transform 20%
• Time Monitoring 20%
• Model-driven Development 20%
• Machine Learning Techniques 20%
• Detection Sensor 20%
• Acoustic Noise 20%
• Support Vector Machine 20%
• Real-time Networks 20%
• Dense Urban Areas 20%
• Promising Technology 20%
• Lab-scale Experiment 20%
• False Alarm Rate 20%
• Multiple Classifier System 20%
• Hong Kong Waters 20%
• Nave Bayes 20%
• Resource Efficiency 20%
• Ensemble Methods 20%
• Municipal Infrastructure 20%
• Detection Model 20%
• Decision Tree Algorithm 20%
• Convolutional Neural Network 20%
• Sound Signal 20%
• Acoustic Data 20%

Computer Science

• Distribution Network 100%
• Machine Learning 100%
• Learning System 100%
• Machine Learning Technique 33%
• Convolutional Neural Network 33%
• Time Monitoring 33%
• Model Development 33%
• Fourier Transform 33%
• Valuable Asset 33%
• Decision Tree Algorithm 33%
• Ensemble Learning Algorithm 33%
• Support Vector Machine 33%
• Nave Bayes 33%
• False Alarm Rate 33%
• Ensemble Technique 33%

Earth and Planetary Sciences

• Machine Learning 100%
• False Alarm 100%
• Water Distribution 100%
• Urban Infrastructure 66%
• Real Time 33%
• Acoustic Data 33%
• Hong Kong 33%
• Support Vector Machine 33%