PreprintArticleVersion 1Preserved in Portico This version is not peer-reviewed
Statistical Data Set and Data Acquisition System for Monitoring The Voltage and Frequency of The Electrical Network in An Environment Based On Python and Grafana
Version 1
: Received: 2 March 2022 / Approved: 3 March 2022 / Online: 3 March 2022 (04:32:09 CET)
How to cite:
Fernández-Morales, J.; Rosa, J.-J. G.-D.-L.; Sierra-Fernández, J.-M.; Espinosa-Gavira, M.-J.; Florencias-Oliveros, O.; Agüera-Pérez, A.; Palomares-Salas, A. J.-C.; Carmona, P. R. Statistical Data Set and Data Acquisition System for Monitoring The Voltage and Frequency of The Electrical Network in An Environment Based On Python and Grafana. Preprints2022, 2022030051. https://doi.org/10.20944/preprints202203.0051.v1
Fernández-Morales, J.; Rosa, J.-J. G.-D.-L.; Sierra-Fernández, J.-M.; Espinosa-Gavira, M.-J.; Florencias-Oliveros, O.; Agüera-Pérez, A.; Palomares-Salas, A. J.-C.; Carmona, P. R. Statistical Data Set and Data Acquisition System for Monitoring The Voltage and Frequency of The Electrical Network in An Environment Based On Python and Grafana. Preprints 2022, 2022030051. https://doi.org/10.20944/preprints202203.0051.v1
Fernández-Morales, J.; Rosa, J.-J. G.-D.-L.; Sierra-Fernández, J.-M.; Espinosa-Gavira, M.-J.; Florencias-Oliveros, O.; Agüera-Pérez, A.; Palomares-Salas, A. J.-C.; Carmona, P. R. Statistical Data Set and Data Acquisition System for Monitoring The Voltage and Frequency of The Electrical Network in An Environment Based On Python and Grafana. Preprints2022, 2022030051. https://doi.org/10.20944/preprints202203.0051.v1
APA Style
Fernández-Morales, J., Rosa, J. J. G. D. L., Sierra-Fernández, J. M., Espinosa-Gavira, M. J., Florencias-Oliveros, O., Agüera-Pérez, A., Palomares-Salas, A. J. C., & Carmona, P. R. (2022). Statistical Data Set and Data Acquisition System for Monitoring The Voltage and Frequency of The Electrical Network in An Environment Based On <em>Python</em> and <em>Grafana</em>. Preprints. https://doi.org/10.20944/preprints202203.0051.v1
Chicago/Turabian Style
Fernández-Morales, J., and José-Carlos Palomares-Salas and Paula Remigio Carmona. 2022 "Statistical Data Set and Data Acquisition System for Monitoring The Voltage and Frequency of The Electrical Network in An Environment Based On <em>Python</em> and <em>Grafana</em>" Preprints. https://doi.org/10.20944/preprints202203.0051.v1
Abstract
This article presents a unique set of voltage and current data from a public building and acquired using a hybrid measurement solution that combines Python and Grafana. The transversal purpose consists of contributing to the community with a vision of the quality of the supply more oriented to the monitoring of the state of the network, providing a more realistic vision, which allows a better understanding, and the adoption of the best decisions to achieve the efficient energy management and thus optimize the operation and maintenance of power systems. The work focuses on higher order statistical estimators that, combined with exploratory data analysis techniques, improve the characterization of the shape of the stress signal. These techniques and data, together with the acquisition and monitoring system, present a unique combination in the line of low-cost measurement solutions. It also incorporates the underlying benefit of the contribution to industrial benchmarking. The paper also includes a computational comparison between Python and LabVIEW to elicit the performance of the measurement solution.
Keywords
Grid frequency; GrafanaTM; Higher-order statistics; LabVIEWTM; Low-cost instrument; Net-work-attached storage; Power Quality; PythonTM; Statistical Signal Processing; Voltage monitoring
Subject
Engineering, Electrical and Electronic Engineering
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.