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A random forest-based approach for voltage security monitoring in a power system

... 9781479976. DOI: 10.1109/PTC.2015.7232460 Voltage collapse is a critical problem that impacts power system operational security. Timely and accurate assessment of voltage security is necessary to detect alarm states in order to prevent a large-scale blackout. This paper presents an on-line voltage security assessment scheme using periodically updated random forest-based decision trees. We demonstrated the proposed method on the modified 53-bus IEEE power system. Results are presented and discussed....

Теги: artificial intelligence , decision trees , electric power system security , learning systems , blackout , critical problems , large-scale blackout , operational security , random forests , security monitoring
Раздел: ИСЭМ СО РАН
Innovative technologies for operation and emergency control in electric power systems of Russia

Voropai N.I., Efimov D.N., Yadykin, I.B. Innovative technologies for operation and emergency control in electric power systems of Russia // Proc. of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control. Санкт-Петербург Russia. 19-21 June 2013. P.245-250. нет

Теги: blackout , electric power system , emergency control , out-of-step protection , smart grid
Раздел: ИСЭМ СО РАН
An intelligent security alert system for power system pre-emergency control

... Environment and Electrical Engineering. Wroclaw Poland. 01-03 November 2013. P.63-67. ISBN (print): 9781479928. DOI: 10.1109/EEEIC-2.2013.6737884 http://apps.webofknowledge.com/full_record.do?product=UA&search_mode=GeneralSearch&qid=3&SID= Recent large-scale blackouts have demonstrated that secure operation of large interconnected power systems cannot be achieved without full understanding of the system behavior during abnormal and emergency conditions. This paper is focused on applying learning clustering ...

Теги: alert systems , blackout , clustering ensemble , power system , pre-emergency state , security assessment , electric power system interconnection , electrical engineering , clustering algorithms
Раздел: ИСЭМ СО РАН
Development of an intelligent system for preventing large-scale emergencies in power systems

... Kurbatsky V., Tomin N., Panasetsky D. Development of an intelligent system for preventing large-scale emergencies in power systems // IEEE Power and Energy Society General Meeting. 2013. 1 p. ISBN (print): 9781479913. DOI: 10.1109/PESMG.2013.6672099 Recent blackouts in the USA, Europe and Russian Federation have clearly demonstrated that secure operation of large interconnected power systems cannot be achieved without full understanding of the system behavior during abnormal and emergency conditions. Current ...

Теги: blackout , emergency conditions , emergency control , kohonen network , kohonen neural networks , large-scale emergency , multiagent control , russian federation , electric power system interconnection , intel
Раздел: ИСЭМ СО РАН
Using of neural network technology and multi-agent systems to preventing large-scale emergencies in electric power systems

... large-scale emergencies in electric power systems // Proc. of the 4-th International Youth Conference on Energy. Siófok, Hungary Hungary. 06-08 June 2013. 1 p. ISBN (print): 9781467355. DOI: 10.1109/IYCE.2013.6604142 Recent examples of large-scale blackouts in North American 2003, Moscow in 2005 and Europa in 2003 and 2006 have clearly demonstrated that secure operation of large interconnected power systems cannot be achieved without full understanding of the system behavior during abnormal and ...

Теги: blackout , emergency conditions , kohonen network , kohonen neural networks , large-scale blackout , large-scale emergency , multiagent control , network technologies , electric power system interconnection
Раздел: ИСЭМ СО РАН


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