19 citations · 59 across the 19 of their papers we have counts for
22 papers
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…
PAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs
Deividas Eringis, John Leth, Zheng-Hua Tan +2
In this paper, we derive a PAC-Bayes bound on the generalisation gap, in a supervised time-series setting for a special class of discrete-time non-linear dynamical systems. This cl…
Scenario Based Cost Optimization of Water Distribution Networks Powered by Grid-Connected Photovoltaic Systems
Mirhan Ürkmez, Carsten Kallesøe, Jan Dimon Bendtsen +1
The paper presents a predictive control method for the water distribution networks (WDNs) powered by photovoltaics (PVs) and the electrical grid. This builds on the controller intr…
PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss
Deividas Eringis, John Leth, Zheng-Hua Tan +2
In this paper we derive a Probably Approxilmately Correct(PAC)-Bayesian error bound for linear time-invariant (LTI) stochastic dynamical systems with inputs. Such bounds are widesp…
Economic Predictive Control with Periodic Horizon for Water Distribution Networks
Mirhan Ürkmez, Carsten Kallesøe, Jan Dimon Bendtsen +1
This paper deals with the control of pumps in large-scale water distribution networks with the aim of minimizing economic costs while satisfying operational constraints. Finding a…