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• W4281770542 startingPage "108283" @default.
• W4281770542 abstract "• Gauss-Hermite integral based multi-point estimation method is proposed to calculate the probabilistic transient stability criterion derived through the PDSR. • To guarantee the calculation accuracy and speed at the same time, the optimal number for the sampling points is determined based on PDSR hyperplanes and improved particle swarm optimization algorithm (IPSO). • Extreme learning machine (ELM) is introduced to describe the uncertainty of practical wind power output. • Calculation accuracy of the proposed method is higher than other commonly-used point-estimation methods without much loss of computational efficiency under different wind power penetration and correlation levels. With the increasing penetration of wind power, probabilistic transient stability assessment becomes critical to deal with the uncertainties and correlations of wind power, thus improving the reliability of power system. This paper proposes an improved multi-point estimation based probabilistic transient stability assessment method. Extreme learning machine (ELM) is introduced to describe the uncertainty of practical wind power output. Gauss-Hermite integral based multi-point estimation method is proposed to calculate transient stability criterion derived through practical dynamic security region (PDSR). Optimal number of the sampling points is determined based on PDSR hyperplanes and an improved particle swarm optimization algorithm (IPSO). Test results on the New England 10-generators 39-buses system and a practical provincial power system in China show that the calculation accuracy of the proposed method is higher than that of other commonly-used point-estimation methods without much loss of computational efficiency under different wind power penetration and correlation levels." @default.
• W4281770542 created "2022-06-13" @default.
• W4281770542 creator A5004944549 @default.
• W4281770542 creator A5024569123 @default.
• W4281770542 creator A5047989462 @default.
• W4281770542 date "2022-11-01" @default.
• W4281770542 modified "2023-10-16" @default.
• W4281770542 title "Improved Multi-point estimation method based probabilistic transient stability assessment for power system with wind power" @default.
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• W4281770542 doi "https://doi.org/10.1016/j.ijepes.2022.108283" @default.
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