State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data

Felix Rafael Segundo Sevilla; Yanli Liu; Emilio Barocio; Petr Korba; Manuel Andrade; Federica Bellizio; Jorrit Bos; Balarko Chaudhuri; Hector Chavez; Jochen Cremer; Robert Eriksson; Camille Hamon; Miguel Herrera; Marnick Huijsman; Michael Ingram; Danny Klaar; Venkat Krishnan; Jorge Mola; Marcos Netto; Mario Paolone; Panagiotis Papadopoulos; Miguel Ramirez; Jose Rueda; Walter Sattinger; Vladimir Terzija; Simon Tindemans; Alberto Trigueros; Yajun Wang; Junbo Zhao

doi:10.1016/j.ijepes.2021.107772

State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data

Felix Rafael Segundo Sevilla^*, Yanli Liu, Emilio Barocio, Petr Korba, Manuel Andrade, Federica Bellizio, Jorrit Bos, Balarko Chaudhuri, Hector Chavez, Jochen Cremer, Robert Eriksson, Camille Hamon, Miguel Herrera, Marnick Huijsman, Michael Ingram, Danny Klaar, Venkat Krishnan, Jorge Mola, Marcos Netto, Mario PaolonePanagiotis Papadopoulos, Miguel Ramirez, Jose Rueda, Walter Sattinger, Vladimir Terzija, Simon Tindemans, Alberto Trigueros, Yajun Wang, Junbo Zhao

^*Corresponding author for this work

Electronic And Electrical Engineering

Research output: Contribution to journal › Article › peer-review

22 Citations (Scopus)

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Abstract

Nowadays, transmission system operators require higher degree of observability in real-time to gain situational awareness and improve the decision-making process to guarantee a safe and reliable operation. Digitalization of energy systems allows utilities to monitor the system dynamic performance in real-time at fast time scales. The use of such technologies has unlocked new opportunities to introduce new data driven algorithms for improving the stability assessment and control of the system. Motivated by these challenges, a group of experts have worked together to highlight and establish a baseline set of these common concerns, which can be used as motivation to propose innovative analytics and data-driven solutions. In this document, the results of a survey on 10 transmission system operators around the world are presented and it aims to understand the current practices of the participating companies, in terms of data acquisition, handling, storage, modelling and analytics. The overall objective of this document is to capture the actual needs from the interviewed utilities, thereby laying the groundwork for setting valid assumptions for the development of advanced algorithms in this field.

Original language	English
Article number	107772
Number of pages	16
Journal	International Journal of Electrical Power and Energy Systems
Volume	137
Early online date	14 Nov 2021
DOIs	https://doi.org/10.1016/j.ijepes.2021.107772
Publication status	Published - 31 May 2022

Funding

The authors would like to thank the IEEE TF members involved for their valuable discussions and suggestions during meetings. Moreover, we would like to express our gratitude to all transmission system operators who provided their expertise, know-how and time for participating in the survey voluntarily. It was only thanks to them that it was possible to provide a real insight that greatly assisted the information provided on this document. Finally, the authors also thank the anonymous reviewers for helping us to improve the quality of the final document.

Keywords

data analytics
data handling
grid operation and management
phasor measurement units
stability assessment
survey
system dynamic performance
transmission system operator
wide-area monitoring

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10.1016/j.ijepes.2021.107772Licence: CC BY 4.0

Sevilla-etal-IJEPES-2022-State-of-the-art-of-data-collection-analytics-and-future-needs-of-transmission-utilitiesFinal published version, 8.97 MBLicence: CC BY 4.0

Cite this

Segundo Sevilla, F. R., Liu, Y., Barocio, E., Korba, P., Andrade, M., Bellizio, F., Bos, J., Chaudhuri, B., Chavez, H., Cremer, J., Eriksson, R., Hamon, C., Herrera, M., Huijsman, M., Ingram, M., Klaar, D., Krishnan, V., Mola, J., Netto, M., ... Zhao, J. (2022). State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data. International Journal of Electrical Power and Energy Systems, 137, Article 107772. https://doi.org/10.1016/j.ijepes.2021.107772

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title = "State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data",

abstract = "Nowadays, transmission system operators require higher degree of observability in real-time to gain situational awareness and improve the decision-making process to guarantee a safe and reliable operation. Digitalization of energy systems allows utilities to monitor the system dynamic performance in real-time at fast time scales. The use of such technologies has unlocked new opportunities to introduce new data driven algorithms for improving the stability assessment and control of the system. Motivated by these challenges, a group of experts have worked together to highlight and establish a baseline set of these common concerns, which can be used as motivation to propose innovative analytics and data-driven solutions. In this document, the results of a survey on 10 transmission system operators around the world are presented and it aims to understand the current practices of the participating companies, in terms of data acquisition, handling, storage, modelling and analytics. The overall objective of this document is to capture the actual needs from the interviewed utilities, thereby laying the groundwork for setting valid assumptions for the development of advanced algorithms in this field.",

keywords = "data analytics, data handling, grid operation and management, phasor measurement units, stability assessment, survey, system dynamic performance, transmission system operator, wide-area monitoring",

author = "{Segundo Sevilla}, {Felix Rafael} and Yanli Liu and Emilio Barocio and Petr Korba and Manuel Andrade and Federica Bellizio and Jorrit Bos and Balarko Chaudhuri and Hector Chavez and Jochen Cremer and Robert Eriksson and Camille Hamon and Miguel Herrera and Marnick Huijsman and Michael Ingram and Danny Klaar and Venkat Krishnan and Jorge Mola and Marcos Netto and Mario Paolone and Panagiotis Papadopoulos and Miguel Ramirez and Jose Rueda and Walter Sattinger and Vladimir Terzija and Simon Tindemans and Alberto Trigueros and Yajun Wang and Junbo Zhao",

year = "2022",

month = may,

day = "31",

doi = "10.1016/j.ijepes.2021.107772",

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Segundo Sevilla, FR, Liu, Y, Barocio, E, Korba, P, Andrade, M, Bellizio, F, Bos, J, Chaudhuri, B, Chavez, H, Cremer, J, Eriksson, R, Hamon, C, Herrera, M, Huijsman, M, Ingram, M, Klaar, D, Krishnan, V, Mola, J, Netto, M, Paolone, M, Papadopoulos, P, Ramirez, M, Rueda, J, Sattinger, W, Terzija, V, Tindemans, S, Trigueros, A, Wang, Y & Zhao, J 2022, 'State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data', International Journal of Electrical Power and Energy Systems, vol. 137, 107772. https://doi.org/10.1016/j.ijepes.2021.107772

State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data. / Segundo Sevilla, Felix Rafael; Liu, Yanli; Barocio, Emilio et al.
In: International Journal of Electrical Power and Energy Systems, Vol. 137, 107772, 31.05.2022.

Research output: Contribution to journal › Article › peer-review

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AU - Segundo Sevilla, Felix Rafael

AU - Liu, Yanli

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AU - Korba, Petr

AU - Andrade, Manuel

AU - Bellizio, Federica

AU - Bos, Jorrit

AU - Chaudhuri, Balarko

AU - Chavez, Hector

AU - Cremer, Jochen

AU - Eriksson, Robert

AU - Hamon, Camille

AU - Herrera, Miguel

AU - Huijsman, Marnick

AU - Ingram, Michael

AU - Klaar, Danny

AU - Krishnan, Venkat

AU - Mola, Jorge

AU - Netto, Marcos

AU - Paolone, Mario

AU - Papadopoulos, Panagiotis

AU - Ramirez, Miguel

AU - Rueda, Jose

AU - Sattinger, Walter

AU - Terzija, Vladimir

AU - Tindemans, Simon

AU - Trigueros, Alberto

AU - Wang, Yajun

AU - Zhao, Junbo

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State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data

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Keywords

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