A critical review of real-time modelling of flood forecasting in urban drainage systems

•Last recent works on real-time flood forecasting in urban drainage systems are reviewed.•A bibliometric and in-depth critical review is conducted.•All points are classified in data collection and preparation, model development and performance assessment.•Real-time data requirements and developed real-time urban flood forecasting models are discussed.