TY - GEN
T1 - A Probabilistic Methodology for Inclusion of Transformer End-of-life Failure in Power System Cascading Failure Simulations
AU - Awadallah, Selma K.E.
AU - Milanovic, Jovica V.
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - The paper proposes a probabilistic methodology to include end-of-life failure of power transformers into cascading failure simulation. To this end, the paper has adopted Arrhenius-Weibull distribution to characterise end-of-life failure of transformers under different loading conditions. In order to simulate different system states, Non-sequential Monte Carlo simulation method has been used. The simulation of cascading failure of transformer is achieved by comparing the unavailability of individual transformers under different loading condition to a random number. The method is applied to a realistic transmission network containing 154 transformers. The method can be used to feed into decision-making process to replace ageing transformers.
AB - The paper proposes a probabilistic methodology to include end-of-life failure of power transformers into cascading failure simulation. To this end, the paper has adopted Arrhenius-Weibull distribution to characterise end-of-life failure of transformers under different loading conditions. In order to simulate different system states, Non-sequential Monte Carlo simulation method has been used. The simulation of cascading failure of transformer is achieved by comparing the unavailability of individual transformers under different loading condition to a random number. The method is applied to a realistic transmission network containing 154 transformers. The method can be used to feed into decision-making process to replace ageing transformers.
KW - Arrhenius-Weibull distribution
KW - End-of-life Failure
KW - Monte Carlo Simulations
KW - cascading failure
KW - transformers
UR - http://www.scopus.com/inward/record.url?scp=85135077116&partnerID=8YFLogxK
U2 - 10.1109/PMAPS53380.2022.9810587
DO - 10.1109/PMAPS53380.2022.9810587
M3 - Conference contribution
AN - SCOPUS:85135077116
T3 - 2022 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022
BT - 2022 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022
Y2 - 12 June 2022 through 15 June 2022
ER -