Cargando…

On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications

In recent years, the introduction of real-time simulators (RTS) has changed the way of researching the power network. In particular, researchers and system operators (SOs) are now capable of simulating the complete network and of making it interact with the real world thanks to the hardware-in-the-l...

Descripción completa

Detalles Bibliográficos
Autores principales: Mingotti, Alessandro, Costa, Federica, Cavaliere, Diego, Peretto, Lorenzo, Tinarelli, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470147/
https://www.ncbi.nlm.nih.gov/pubmed/34577340
http://dx.doi.org/10.3390/s21186133
_version_ 1784574124060835840
author Mingotti, Alessandro
Costa, Federica
Cavaliere, Diego
Peretto, Lorenzo
Tinarelli, Roberto
author_facet Mingotti, Alessandro
Costa, Federica
Cavaliere, Diego
Peretto, Lorenzo
Tinarelli, Roberto
author_sort Mingotti, Alessandro
collection PubMed
description In recent years, the introduction of real-time simulators (RTS) has changed the way of researching the power network. In particular, researchers and system operators (SOs) are now capable of simulating the complete network and of making it interact with the real world thanks to the hardware-in-the-loop (HIL) and digital twin (DT) concepts. Such tools create infinite scenarios in which the network can be tested and virtually monitored to, for example, predict and avoid faults or energy shortages. Furthermore, the real-time monitoring of the network allows estimating the status of the electrical assets and consequently undertake their predictive maintenance. The success of the HIL and DT application relies on the fact that the simulated network elements (cables, generation, accessories, converters, etc.) are correctly modeled and characterized. This is particularly true if the RTS acquisition capabilities are used to enable the HIL and the DT. To this purpose, this work aims at emphasizing the role of a preliminary characterization of the virtual elements inside the RTS system, experimentally verifying how the overall performance is significantly affected by them. To this purpose, a virtual phasor measurement unit (PMU) is tested and characterized to understand its uncertainty contribution. To achieve that, firstly, the characterization of a virtual PMU calibrator is described. Afterward, the virtual PMU calibration is performed, and the results clearly highlight its key role in the overall uncertainty. It is then possible to conclude that the characterization of the virtual elements, or models, inside RTS systems (omitted most of the time) is fundamental to avoid wrong results. The same concepts can be extended to all those fields that exploit HIL and DT capabilities.
format Online
Article
Text
id pubmed-8470147
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84701472021-09-27 On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications Mingotti, Alessandro Costa, Federica Cavaliere, Diego Peretto, Lorenzo Tinarelli, Roberto Sensors (Basel) Article In recent years, the introduction of real-time simulators (RTS) has changed the way of researching the power network. In particular, researchers and system operators (SOs) are now capable of simulating the complete network and of making it interact with the real world thanks to the hardware-in-the-loop (HIL) and digital twin (DT) concepts. Such tools create infinite scenarios in which the network can be tested and virtually monitored to, for example, predict and avoid faults or energy shortages. Furthermore, the real-time monitoring of the network allows estimating the status of the electrical assets and consequently undertake their predictive maintenance. The success of the HIL and DT application relies on the fact that the simulated network elements (cables, generation, accessories, converters, etc.) are correctly modeled and characterized. This is particularly true if the RTS acquisition capabilities are used to enable the HIL and the DT. To this purpose, this work aims at emphasizing the role of a preliminary characterization of the virtual elements inside the RTS system, experimentally verifying how the overall performance is significantly affected by them. To this purpose, a virtual phasor measurement unit (PMU) is tested and characterized to understand its uncertainty contribution. To achieve that, firstly, the characterization of a virtual PMU calibrator is described. Afterward, the virtual PMU calibration is performed, and the results clearly highlight its key role in the overall uncertainty. It is then possible to conclude that the characterization of the virtual elements, or models, inside RTS systems (omitted most of the time) is fundamental to avoid wrong results. The same concepts can be extended to all those fields that exploit HIL and DT capabilities. MDPI 2021-09-13 /pmc/articles/PMC8470147/ /pubmed/34577340 http://dx.doi.org/10.3390/s21186133 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Mingotti, Alessandro
Costa, Federica
Cavaliere, Diego
Peretto, Lorenzo
Tinarelli, Roberto
On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications
title On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications
title_full On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications
title_fullStr On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications
title_full_unstemmed On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications
title_short On the Importance of Characterizing Virtual PMUs for Hardware-in-the-Loop and Digital Twin Applications
title_sort on the importance of characterizing virtual pmus for hardware-in-the-loop and digital twin applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470147/
https://www.ncbi.nlm.nih.gov/pubmed/34577340
http://dx.doi.org/10.3390/s21186133
work_keys_str_mv AT mingottialessandro ontheimportanceofcharacterizingvirtualpmusforhardwareintheloopanddigitaltwinapplications
AT costafederica ontheimportanceofcharacterizingvirtualpmusforhardwareintheloopanddigitaltwinapplications
AT cavalierediego ontheimportanceofcharacterizingvirtualpmusforhardwareintheloopanddigitaltwinapplications
AT perettolorenzo ontheimportanceofcharacterizingvirtualpmusforhardwareintheloopanddigitaltwinapplications
AT tinarelliroberto ontheimportanceofcharacterizingvirtualpmusforhardwareintheloopanddigitaltwinapplications