Sensors, Volume 23, Issue 16
2023 August-2 - 295 articles
Cover Story: With the boom in devices operating at different voltages using transformers and the requirement for their safe, fault-free operation, soft sensors for monitoring are coming to the fore. We introduce two extended Kalman filters (EKF) for galvanic decoupled soft sensing and fault detection. They are investigated in power lines where only the primary electrical quantities, input voltage, and current of transformer are measured. Faults can occur in both primary and secondary winding. The first EKF estimates the voltage, current, and load resistance of the secondary winding. The second EKF serves for the harmonic detection and estimation of the amplitude and frequency of the primary winding voltage. Moreover, the EKFs are emphasized in the sensor fusion merging multiple data and their reconciliation with the measurements. View this paper - Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
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