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Information Systems Frontiers

Erschienen in:

01.06.2015

Smart grid data analytics for digital protective relay event recordings

verfasst von: Tomo Popovic, Mladen Kezunovic, Bozo Krstajic

Erschienen in: Information Systems Frontiers | Ausgabe 3/2015

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Abstract

Information systems and intelligent smart grid data analytics will have a critical role in managing the massive amount of data becoming available in power system substations. Digital protective relays are multi-functional intelligent electronic devices based on microprocessors, which are being installed in substations throughout the power grid. New digital relays are replacing old-fashioned electro-mechanical or solid-state relays, and besides their protective function, they are coming equipped with monitoring capabilities. These monitoring capabilities are creating potential for better observability of power systems, redundancy in measurements, and improved decision-making process when operating the system. This article discusses the implementation requirements for a fully automated data analytics solution that provides data integration, fault analysis, and visualization based on the event data recorded by digital protective relays.

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Alternative Transient Program (2012). Resource document. http://www.emtp.org. Accessed 18 Dec 2012.

Brand, K.-P., Lohmann, V., Wimmer, W. (2003). Substation automation handbook (pp. 97–101). Bremgarten: Utility Automation Consulting Lohmann.

Costello, D. (2000). Understanding and analyzing event report information. Resource document, Schweitzer Engineering Laboratories Inc., Pullman. http://www.selinc.com. Accessed 18 Dec 2012.

General Electric (2012). D60 Line Distance Protection System. Resource document. GE Digital Energy. http://www.gedigitalenergy.com. Accessed 18 Dec 2012.

IEEE Inc. (1999). Common format for transient data exchange (COMTRADE), IEEE Standard C37, 111–1999.

IEEE Inc. (2005). IEEE guide for determining fault location on AC transmission and distribution lines. IEEE Standard C37, 114–2004.

IEEE Inc. (2010). Common format for event data exchange (COMFEDE) for power systems. IEEE Standard C37, 239–2010.

IEEE Inc. (2011). Common format for naming time sequence data files (COMNAME). IEEE Standard C37, 232–2011.

International Electrotechnical Commission (2002). Common interface model (CIM). IEC Standard, 61970–301.

International Electrotechnical Commission (2003). Communication networks and systems in substations. IEC Standard 61850-5, ed1.0.

Izylowski, J., Rosolowski, E., Saha, M.M. (2007). Postfault analysis of operation of distance protective relays of power transmission lines. IEEE Transactions On Power Delivery, 22(1), 74–81.CrossRef

Kezunovic, M., Rikalo, I., Fromen, C.W., Sevcik, D.R. (1994). Expert system reasoning streamlines disturbance analysis. IEEE Computer Applications in Power, 7(2), 15–19.CrossRef

Kezunovic, M., Liu, C.C., McDonald, J.R., Smith, L. (2000). Automated fault analysis, IEEE PES tutorial. Resource document. IEEE Power and Energy Society.

Lewandowski, W., Azoubib, J., Klepczynski, W.J. (1999). GPS: primary tool for time transfer. Proceedings of the IEEE, 87(1), 163–172.CrossRef

Luo, X., & Kezunovic, M. (2005). An expert system for diagnosis of digital relay operation. In 13th international conference on intelligent systems application to power system (pp. 1–6). Washington.

MacArthur, S.D.J., McDonald, J.R., Bell, S.C., Burt, G.M. (1995). Expert systems and model based reasoning for protection performance analysis. IEE Colloquium on Artificial Intelligence Applications in Power Systems.

McDonald, J.D. (2003). Substation automation, IED integration and availability of information. IEEE Power and Energy, 1(2), 22–31.CrossRef

North American Electric Reliability Corp. (2006). Protection and Control, PRC-002-1 and PRC-018-1. NERC Standard, 22–44.

North American Electric Reliability Corp (2008). Cyber Security CIP-002 through CIP-009. NERC Standard.

Popovic, T., & Kezunovic, M. (2012). Measures of value: data analytics for automated fault analysis. IEEE Power and Energy, 10(5), 58–69.CrossRef

Sage, A.P., & Rouse, W.B. (1999). Information systems frontiers in knowledge management. Information Systems Frontiers, 1(3), 205–219.CrossRef

Schweitzer Engineering Laboratories (2012). SEL-421 Protection, Automation, and Control System. Resource document, Schweitzer Engineering Laboratories Inc., Pullman. http://www.selinc.com. Accessed 18 Dec 2012.

Sun, Y., & Liu, C.C. (1992). RETEX (RElay, Testing, EXpert): an expert system for analysis of relay testing data. IEEE Transactions on Power Delivery, 7(2), 986–994.CrossRef

Takagi, T., Yamakoshi, Y., Yamaura, M., Kondow, R., Matsushima, T. (1982). Development of a new fault locator using the one-terminal voltage and current data. IEEE Transactions on Power Apparatus and Systems, 101(8), 2892–2898.CrossRef

U.S.-Canada Power System Outage Task Force (2004). Final Report on the August 14, 2003 Blackout in the United States and Canada: Causes and Recommendations. Resource document. https://reports.energy.gov/BlackoutFinal-Web.pdf, Accessed 18 Dec 2012.

Working Group D10 of the Line Protection Subcommittee - Power System Relaying Committee (1994). Potential applications of expert systems to power system protection. IEEE Transaction on Power Delivery, 9(2), 720–728.

Titel: Smart grid data analytics for digital protective relay event recordings
verfasst von: Tomo Popovic
Mladen Kezunovic
Bozo Krstajic
Publikationsdatum: 01.06.2015
Verlag: Springer US
Erschienen in: Information Systems Frontiers / Ausgabe 3/2015
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI: https://doi.org/10.1007/s10796-013-9434-9

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