Abstract
Loss of excitation (LOE) in synchronous generators can cause damage on both generators and power system. In the conventional method, LOE is detected by using mho negative offset. In this case, the speed of detection is low and also in some condition, a stable power swing can be detected by mistake. The mal-operation of conventional LOE relay can cause a blackout. Moreover, the presence of flexible alternating current transmission system (FACTS) devices change the impedance that measured by LOE relay, and hence it affects the performance of a LOE relay. In this paper, the validity of electrical and mechanical quantities is discussed. Therefore, some suitable electrical and mechanical features among the quantities are extracted. Then the classifier is employed and to evaluate the performance of the proposed scheme, some case of LOE, partial LOE (PLOE), and stable power swing (SPS) are simulated. The obtained results show that the proposed scheme is robust and secure to discriminate LOE from SPS. In addition, the proposed scheme is fast and adequate to detect LOE in the presence of FACTS devices due to delay time raised by compensation devices.
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More From: International Journal of Electrical Power & Energy Systems
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