Event-based decision support algorithm for real-time flood forecasting in urban drainage systems using machine learning modelling

Keyphrases

• Event-based 100%
• Urban Drainage System 100%
• Machine Learning Modeling 100%
• Decision Algorithm 100%
• Real-time Flood Forecasting 100%
• Flood Forecasting 75%
• Long Lead Time 50%
• Socio-economic Impact 25%
• Continuous Time Series 25%
• Emergency Response System 25%
• Decision Tree 25%
• Forecasting Water Level 25%
• Water Surface Elevation 25%
• Real-time Decision 25%
• False Alarm 25%
• Novel Event 25%
• Root Mean Square Error 25%
• Dataset Generation 25%
• Data Identification 25%
• Time Series Data 25%
• Traditional Models 25%
• Machine Learning Models 25%
• Event Data 25%
• Urban Flooding 25%

Engineering

• Learning System 100%
• Lead Time 100%
• Continuous Time 50%
• Urban Flooding 50%
• Root Mean Square Error 50%
• False Alarm 50%
• Flowchart 50%
• Emergency Response 50%
• Data Series 50%
• Decision Time 50%
• Major Problem 50%

Earth and Planetary Sciences

• Drainage System 100%
• Machine Learning 100%
• Urban Drainage 100%
• Flood Forecasting 100%
• Real Time 100%
• False Alarm 20%
• Time Series 20%
• Urban Flooding 20%
• Root-Mean-Square Error 20%