2 citations · 2 across the 3 of their papers we have counts for
4 papers
The impact of sensor placement on graph-neural-network-based leakage detection
J. J. H. van Gemert, V. Breschi, D. R. Yntema +2
Sensor placement for leakage detection in water distribution networks is an important and practical challenge for water utilities. Recent work has shown that graph neural networks…
Scalable Sensor Placement for Cyclic Networks with Observability Guarantees: Application to Water Distribution Networks
J. J. H. van Gemert, V. Breschi, D. R. Yntema +2
Optimal sensor placement is essential for state estimation and effective network monitoring. As known in the literature, this problem becomes particularly challenging in large-scal…
Exploiting structural observability and graph colorability for optimal sensor placement in water distribution networks
J. J. H. van Gemert, V. Breschi, D. R. Yntema +2
Water distribution networks (WDNs) are critical systems for our society and detecting leakages is important for minimizing losses and water waste. This makes optimal sensor placeme…
Koopman Data-Driven Predictive Control with Robust Stability and Recursive Feasibility Guarantees
Thomas de Jong, Valentina Breschi, Maarten Schoukens +1
In this paper, we consider the design of data-driven predictive controllers for nonlinear systems from input-output data via linear-in-control input Koopman lifted models. Instead…