TY - GEN
T1 - The use of genetic algorithms in validating the system model and determining worst-case transients in capacitor switching simulation studies
AU - Kezunovic, M.
AU - Liao, Y.
N1 - Publisher Copyright:
© 2000 IEEE.
PY - 2000
Y1 - 2000
N2 - This paper presents two applications of the genetic algorithm (GA) for capacitor switching simulation studies, namely validation of the system model and determination of the worst case transients. For validating the system model, using both recorded and simulated data seems to be an efficient way. By modifying the system parameters, replaying the captured event, obtaining simulated waveforms, and comparing the simulated and recorded waveforms, the accuracy of the system model may be scrutinized and enhanced. For determining the worst case transients due to the capacitor switching, we are interested in the high frequency content, voltage peak value and transient duration. This paper proposes genetic algorithm based approaches for addressing both of the issues. Analysis results using data contributed by the sponsoring utilities are reported.
AB - This paper presents two applications of the genetic algorithm (GA) for capacitor switching simulation studies, namely validation of the system model and determination of the worst case transients. For validating the system model, using both recorded and simulated data seems to be an efficient way. By modifying the system parameters, replaying the captured event, obtaining simulated waveforms, and comparing the simulated and recorded waveforms, the accuracy of the system model may be scrutinized and enhanced. For determining the worst case transients due to the capacitor switching, we are interested in the high frequency content, voltage peak value and transient duration. This paper proposes genetic algorithm based approaches for addressing both of the issues. Analysis results using data contributed by the sponsoring utilities are reported.
KW - Capacitors
KW - Discrete event simulation
KW - Frequency
KW - Genetic algorithms
KW - Power system transients
KW - Reactive power
KW - Surge protection
KW - Switches
KW - Transient analysis
KW - Voltage
UR - https://www.scopus.com/pages/publications/84919786939
UR - https://www.scopus.com/pages/publications/84919786939#tab=citedBy
U2 - 10.1109/ICHQP.2000.897761
DO - 10.1109/ICHQP.2000.897761
M3 - Conference contribution
AN - SCOPUS:84919786939
T3 - Proceedings of International Conference on Harmonics and Quality of Power, ICHQP
SP - 685
EP - 690
BT - ICHQP 2000 - 9th International Conference on Harmonics and Quality of Power, Proceedings
A2 - Domijan, Alexander
T2 - 9th International Conference on Harmonics and Quality of Power, ICHQP 2000
Y2 - 1 October 2000 through 4 October 2000
ER -