TY - CONF
T1 - A Method for Correcting Frequency and RoCoF Estimates of Power System Signals with Phase Steps
T2 - 2019 North American Power Symposium (NAPS)
Y1 - 2019/10//
A1 - Wilches-Bernal, Felipe
A1 - Wold, Josh
A1 - Concepcion, Ricky
A1 - Budai, Jamie
KW - AA14-006
AB - This paper analyzes how two Kalman Filter (KF) based frequency estimation algorithms react to phase steps. It is demonstrated that phase steps are interpreted as sharp changes in frequency. The paper studies whether the location of the phase step, within the sinusoidal waveform, has any effect on the frequency estimate. Because phase steps are not the product of a permanent change in the underlying frequency, the paper proposes an algorithm to correct frequency estimates deemed erroneous. The algorithm makes use of the residual of the KF to determine when an estimate is incorrect and to trigger a corrective action in which the frequency estimate is replaced by an average of the previous values that were considered accurate. Using synthesized and simulated data with distortions the paper shows the effectiveness of the correction algorithm in fixing frequency estimates.
JF - 2019 North American Power Symposium (NAPS)
PB - IEEE
CY - Wichita, KS, USA
UR - https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8974143
DO - 10.1109/NAPS46351.201910.1109/NAPS46351.2019.9000204
ER -
TY - CONF
T1 - A Method for Correcting Frequency and RoCoF Estimates of Power System Signals with Phase Steps
T2 - 2019 North American Power Symposium (NAPS)
Y1 - 2019/10//
A1 - Wilches-Bernal, Felipe
A1 - Wold, Josh
A1 - Concepcion, Ricky
A1 - Budai, Jamie
KW - AA14-006
AB - This paper analyzes how two Kalman Filter (KF) based frequency estimation algorithms react to phase steps. It is demonstrated that phase steps are interpreted as sharp changes in frequency. The paper studies whether the location of the phase step, within the sinusoidal waveform, has any effect on the frequency estimate. Because phase steps are not the product of a permanent change in the underlying frequency, the paper proposes an algorithm to correct frequency estimates deemed erroneous. The algorithm makes use of the residual of the KF to determine when an estimate is incorrect and to trigger a corrective action in which the frequency estimate is replaced by an average of the previous values that were considered accurate. Using synthesized and simulated data with distortions the paper shows the effectiveness of the correction algorithm in fixing frequency estimates.
JF - 2019 North American Power Symposium (NAPS)
PB - IEEE
CY - Wichita, KS, USA
UR - https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8974143
DO - 10.1109/NAPS46351.201910.1109/NAPS46351.2019.9000204
ER -
TY - CONF
T1 - A Method for Correcting Frequency and RoCoF Estimates of Power System Signals with Phase Steps
T2 - 2019 North American Power Symposium (NAPS)
Y1 - 2019/10//
A1 - Wilches-Bernal, Felipe
A1 - Wold, Josh
A1 - Concepcion, Ricky
A1 - Budai, Jamie
KW - AA14-006
AB - This paper analyzes how two Kalman Filter (KF) based frequency estimation algorithms react to phase steps. It is demonstrated that phase steps are interpreted as sharp changes in frequency. The paper studies whether the location of the phase step, within the sinusoidal waveform, has any effect on the frequency estimate. Because phase steps are not the product of a permanent change in the underlying frequency, the paper proposes an algorithm to correct frequency estimates deemed erroneous. The algorithm makes use of the residual of the KF to determine when an estimate is incorrect and to trigger a corrective action in which the frequency estimate is replaced by an average of the previous values that were considered accurate. Using synthesized and simulated data with distortions the paper shows the effectiveness of the correction algorithm in fixing frequency estimates.
JF - 2019 North American Power Symposium (NAPS)
PB - IEEE
CY - Wichita, KS, USA
UR - https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8974143
DO - 10.1109/NAPS46351.201910.1109/NAPS46351.2019.9000204
ER -
TY - CONF
T1 - A Method for Correcting Frequency and RoCoF Estimates of Power System Signals with Phase Steps
T2 - 2019 North American Power Symposium (NAPS)
Y1 - 2019/10//
A1 - Wilches-Bernal, Felipe
A1 - Wold, Josh
A1 - Concepcion, Ricky
A1 - Budai, Jamie
KW - AA14-006
AB - This paper analyzes how two Kalman Filter (KF) based frequency estimation algorithms react to phase steps. It is demonstrated that phase steps are interpreted as sharp changes in frequency. The paper studies whether the location of the phase step, within the sinusoidal waveform, has any effect on the frequency estimate. Because phase steps are not the product of a permanent change in the underlying frequency, the paper proposes an algorithm to correct frequency estimates deemed erroneous. The algorithm makes use of the residual of the KF to determine when an estimate is incorrect and to trigger a corrective action in which the frequency estimate is replaced by an average of the previous values that were considered accurate. Using synthesized and simulated data with distortions the paper shows the effectiveness of the correction algorithm in fixing frequency estimates.
JF - 2019 North American Power Symposium (NAPS)
PB - IEEE
CY - Wichita, KS, USA
UR - https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8974143
DO - 10.1109/NAPS46351.201910.1109/NAPS46351.2019.9000204
ER -