Combining model predictive control with a reduced genetic algorithm for real-time flood control

E Vermuyten, P Meert, V Wolfs… - Journal of Water …, 2018 - ascelibrary.org
This paper presents a novel meta-heuristic approach for real-time flood control. The
approach combines model predictive control (MPC) with a reduced genetic algorithm (RGA) …

Model uncertainty reduction for real-time flood control by means of a flexible data assimilation approach and reduced conceptual models

E Vermuyten, P Meert, V Wolfs, P Willems - Journal of Hydrology, 2018 - Elsevier
Recently, a combination of model predictive control and a reduced genetic algorithm (RGA-
MPC) has shown to be an efficient control technique for real-time flood control, making use …

Impact of seasonal changes in vegetation on the river model prediction accuracy and real‐time flood control performance

E Vermuyten, P Meert, V Wolfs… - Journal of Flood Risk …, 2020 - Wiley Online Library
The vegetation along a river reach varies throughout a year. Seasonal vegetation affects the
hydrodynamic behaviour of the river system. Accordingly, flood studies should take this …

Surrogate modeling-based calibration of hydrodynamic river model parameters

P Meert, F Pereira, P Willems - Journal of Hydro-environment Research, 2018 - Elsevier
As opposed to other disciplines, automated calibration procedures are not common practice
for full hydrodynamic river models, mainly because of the long computation times impeding …

Real-time river flood control under historical and future climatic conditions: Flanders case study

E Vermuyten, E Van Uytven, P Meert… - Journal of Water …, 2020 - ascelibrary.org
Abstract Model predictive control (MPC) has shown to be an efficient technique for real-time
flood control. The evaluation of the control performance is, however, typically restricted to a …

[PDF][PDF] Conceptual model structure identification and calibration for river and sewer systems

V Wolfs - Engineering Science PhD thesis, KU Leuven, Belgium, 2016 - lirias.kuleuven.be
Water management is constantly evolving. Trends, such as population growth, urbanization
and climate change, pose new challenges to water management. Risks and uncertainties …