State-of-the-Art of Data Collection, Analytics, and Future Needs of Transmission Utilities Worldwide to Account for the Continuous Growth of Sensing Data: Article No. 107772

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

Research output: Contribution to journalArticlepeer-review

13 Scopus Citations

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 languageAmerican English
Number of pages16
JournalInternational Journal of Electrical Power and Energy Systems
Volume137
DOIs
StatePublished - 2022

NREL Publication Number

  • NREL/JA-5D00-83590

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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