1 code implementation • 20 Nov 2023 • Matthew Deakin, Marta Vanin, Zhong Fan, Dirk Van Hertem
Power meter data and a network model are shown to be necessary for developing algorithms that enable decision-making that is robust to real-world uncertainties, with possibilities and challenges of Digital Twin development clearly demonstrated.
no code implementations • 1 Aug 2023 • Frederik Geth, Marta Vanin, Dirk Van Hertem
Existing digital distribution network models, like those in the databases of network utilities, are known to contain erroneous or untrustworthy information.
1 code implementation • 6 Mar 2023 • Marta Vanin, Tom Van Acker, Reinhilde D'hulst, Dirk Van Hertem
State estimation allows to monitor power networks, exploiting field measurements to derive the most likely grid state.
no code implementations • 22 Sep 2022 • Marta Vanin, Frederik Geth, Reinhilde D'hulst, Dirk Van Hertem
To address the challenges that the decarbonization of the energy sector is bringing about, advanced distribution network management and operation strategies are being developed.
2 code implementations • 16 Jun 2022 • Marta Vanin, Tom Van Acker, Reinhilde D'hulst, Dirk Van Hertem
To address the challenges and exploit the opportunities that the decarbonization of the energy sector is bringing about, advanced distribution network management and operation strategies are being developed.
no code implementations • 20 Apr 2022 • Marta Vanin, Tom Van Acker, Hakan Ergun, Reinhilde D'hulst, Koen Vanthournout, Dirk Van Hertem
From a planning perspective, the results can help the system operator define contractual terms that make a specific congestion mitigation scheme effective and viable.
1 code implementation • 13 Apr 2022 • Alexander Hoogsteyn, Marta Vanin, Arpan Koirala, Dirk Van Hertem
If power data is available too, the novel ensemble method can improve the accuracy of the phase identification obtained from voltage data alone.
3 code implementations • 23 Nov 2020 • Marta Vanin, Tom Van Acker, Reinhilde D'hulst, Dirk Van Hertem
State estimation plays a key role in the transition from the passive to the active operation of distribution systems, as it allows to monitor these networks and, successively, to perform control actions.