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

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

Sevilla, Felix Rafael Segundo
•
Liu, Yanli
•
Barocio, Emilio
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May 1, 2022
International Journal Of Electrical Power & Energy Systems

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.

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Type
research article
DOI
10.1016/j.ijepes.2021.107772
Web of Science ID

WOS:000805127900006

Author(s)
Sevilla, Felix Rafael Segundo
Liu, Yanli
Barocio, Emilio
Korba, Petr
Andrade, Manuel
Bellizio, Federica
Bos, Jorrit
Chaudhuri, Balarko
Chavez, Hector
Cremer, Jochen
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Date Issued

2022-05-01

Publisher

ELSEVIER SCI LTD

Published in
International Journal Of Electrical Power & Energy Systems
Volume

137

Article Number

107772

Subjects

Engineering, Electrical & Electronic

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Engineering

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data handling

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data analytics

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phasor measurement units

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wide-area monitoring

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system dynamic performance

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stability assessment

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survey

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transmission system operator

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grid operation and management

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
DESL  
Available on Infoscience
June 20, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/188707
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