Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i>
This article proposes a measurement solution designed to monitor the instantaneous frequency in power systems. It uses a data acquisition module and a GPS receiver for time stamping and traceability. A <i>Python</i>-based module receives data, computes the frequency, and finally transfer...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2021-12-01
|
| Series: | Energies |
| Subjects: | |
| Online Access: | https://www.mdpi.com/1996-1073/14/24/8304 |
| _version_ | 1827672777882075136 |
|---|---|
| author | Jose-María Sierra-Fernández Olivia Florencias-Oliveros Manuel-Jesús Espinosa-Gavira Juan-José González-de-la-Rosa Agustín Agüera-Pérez José-Carlos Palomares-Salas |
| author_facet | Jose-María Sierra-Fernández Olivia Florencias-Oliveros Manuel-Jesús Espinosa-Gavira Juan-José González-de-la-Rosa Agustín Agüera-Pérez José-Carlos Palomares-Salas |
| author_sort | Jose-María Sierra-Fernández |
| collection | DOAJ |
| description | This article proposes a measurement solution designed to monitor the instantaneous frequency in power systems. It uses a data acquisition module and a GPS receiver for time stamping and traceability. A <i>Python</i>-based module receives data, computes the frequency, and finally transfers the measurement results to a database. The frequency is calculated with two different methods, which are compared in the article. The stored data is visualized using the <i>Grafana</i> platform, thus demonstrating its potential for comparing scientific data. The system as a whole constitutes an efficient, low-cost solution as a data acquisition system. |
| first_indexed | 2024-03-10T04:14:03Z |
| format | Article |
| id | doaj.art-67a57fe4f7e545eb82b0aae9cdc5a61c |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T04:14:03Z |
| publishDate | 2021-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-67a57fe4f7e545eb82b0aae9cdc5a61c2023-11-23T08:05:23ZengMDPI AGEnergies1996-10732021-12-011424830410.3390/en14248304Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i>Jose-María Sierra-Fernández0Olivia Florencias-Oliveros1Manuel-Jesús Espinosa-Gavira2Juan-José González-de-la-Rosa3Agustín Agüera-Pérez4José-Carlos Palomares-Salas5Department of Automation Engineering, Electronics, Architecture and Computers Networks, Research Group PAIDI-TIC-168, University of Cádiz, E-11202 Algeciras, SpainDepartment of Automation Engineering, Electronics, Architecture and Computers Networks, Research Group PAIDI-TIC-168, University of Cádiz, E-11202 Algeciras, SpainDepartment of Automation Engineering, Electronics, Architecture and Computers Networks, Research Group PAIDI-TIC-168, University of Cádiz, E-11202 Algeciras, SpainDepartment of Automation Engineering, Electronics, Architecture and Computers Networks, Research Group PAIDI-TIC-168, University of Cádiz, E-11202 Algeciras, SpainDepartment of Automation Engineering, Electronics, Architecture and Computers Networks, Research Group PAIDI-TIC-168, University of Cádiz, E-11202 Algeciras, SpainDepartment of Automation Engineering, Electronics, Architecture and Computers Networks, Research Group PAIDI-TIC-168, University of Cádiz, E-11202 Algeciras, SpainThis article proposes a measurement solution designed to monitor the instantaneous frequency in power systems. It uses a data acquisition module and a GPS receiver for time stamping and traceability. A <i>Python</i>-based module receives data, computes the frequency, and finally transfers the measurement results to a database. The frequency is calculated with two different methods, which are compared in the article. The stored data is visualized using the <i>Grafana</i> platform, thus demonstrating its potential for comparing scientific data. The system as a whole constitutes an efficient, low-cost solution as a data acquisition system.https://www.mdpi.com/1996-1073/14/24/8304big datadata acquisitiondata visualizationdata exchangedashboardfrequency stability |
| spellingShingle | Jose-María Sierra-Fernández Olivia Florencias-Oliveros Manuel-Jesús Espinosa-Gavira Juan-José González-de-la-Rosa Agustín Agüera-Pérez José-Carlos Palomares-Salas Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i> Energies big data data acquisition data visualization data exchange dashboard frequency stability |
| title | Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i> |
| title_full | Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i> |
| title_fullStr | Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i> |
| title_full_unstemmed | Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i> |
| title_short | Online System for Power Quality Operational Data Management in Frequency Monitoring Using <i>Python</i> and <i>Grafana</i> |
| title_sort | online system for power quality operational data management in frequency monitoring using i python i and i grafana i |
| topic | big data data acquisition data visualization data exchange dashboard frequency stability |
| url | https://www.mdpi.com/1996-1073/14/24/8304 |
| work_keys_str_mv | AT josemariasierrafernandez onlinesystemforpowerqualityoperationaldatamanagementinfrequencymonitoringusingipythoniandigrafanai AT oliviaflorenciasoliveros onlinesystemforpowerqualityoperationaldatamanagementinfrequencymonitoringusingipythoniandigrafanai AT manueljesusespinosagavira onlinesystemforpowerqualityoperationaldatamanagementinfrequencymonitoringusingipythoniandigrafanai AT juanjosegonzalezdelarosa onlinesystemforpowerqualityoperationaldatamanagementinfrequencymonitoringusingipythoniandigrafanai AT agustinagueraperez onlinesystemforpowerqualityoperationaldatamanagementinfrequencymonitoringusingipythoniandigrafanai AT josecarlospalomaressalas onlinesystemforpowerqualityoperationaldatamanagementinfrequencymonitoringusingipythoniandigrafanai |