4 papers
Virtual Smart Metering in District Heating Networks via Heterogeneous Spatial-Temporal Graph Neural Networks
Keivan Faghih Niresi, Christian Møller Jensen, Carsten Skovmose Kallesøe +2
Intelligent operation of thermal energy networks aims to improve energy efficiency, reliability, and operational flexibility through data-driven control, predictive optimization, a…
A proximal approach to the Schrödinger bridge problem with incomplete information and application to contamination tracking in water networks
Michele Mascherpa, Victor Molnö, Carsten Skovmose Kallesøe +1
In this work, we study a discrete Schrödinger bridge problem with partial marginal observations. A main difficulty compared to the classical Schrödinger bridge formulation is that…
A Robust Predictive Control Method for Pump Scheduling in Water Distribution Networks
Mirhan Ürkmez, Carsten Kallesøe, Jan Dimon Bendtsen +2
Water utilities aim to reduce the high electrical costs of Water Distribution Networks (WDNs), primarily driven by pumping. However, pump scheduling is challenging due to model unc…
Optimizing Photovoltaic Panel Quantity for Water Distribution Networks
Mirhan Ürkmez, Carsten Kallesøe, Jan Dimon Bendtsen +1
The paper introduces a procedure for determining an approximation of the optimal amount of photovoltaics (PVs) for powering water distribution networks (WDNs) through grid-connecte…