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A random forest-based approach for voltage security monitoring in a power system
conference contribution
posted on 2023-05-23, 10:43 authored by Michael NegnevitskyMichael Negnevitsky, Tomin, K, Kurbatsky, V, Panasetsky, D, Zhukov, A, Rehtanz, CVoltage 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.
History
Publication title
Proceedings of the IEEE Eindhoven PowerTech, PowerTech 2015Pagination
1-6ISBN
9781479976935Department/School
School of EngineeringPublisher
IEEE-Inst Electrical Electronics Engineers IncPlace of publication
IEEE Digital LibraryEvent title
IEEE Eindhoven PowerTech, PowerTech 2015Event Venue
Eindhoven, NetherlandsDate of Event (Start Date)
2015-06-29Date of Event (End Date)
2015-07-02Rights statement
Copyright unknownRepository Status
- Restricted