Результаты исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › Рецензирование
Результаты исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › Рецензирование
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TY - GEN
T1 - Application of Arbitrary Polynomial Chaos in the Analysis of Power System Adequacy
AU - Oboskalov, Vladislav P.
AU - Mahnitko, Anatolijs
AU - Ignatev, Danil A.
AU - Petrichenko, Roman
PY - 2023/10/9
Y1 - 2023/10/9
N2 - A new method for analysis of power system adequacy is proposed. It belongs to the group of point estimation methods and it is based on arbitrary polynomial chaos. Also the modification of another efficient point estimation method (Hong scheme) was proposed. Calculation time for both methods is significantly lower than that of the benchmark Monte Carlo method with the same accuracy. However, there are still limitations to these methods, connected with limited amount of input variables and possibly inaccurate consideration of rare events. Methods were tested on the 5-bus PJM test system using MATLAB and MATPOWER software.
AB - A new method for analysis of power system adequacy is proposed. It belongs to the group of point estimation methods and it is based on arbitrary polynomial chaos. Also the modification of another efficient point estimation method (Hong scheme) was proposed. Calculation time for both methods is significantly lower than that of the benchmark Monte Carlo method with the same accuracy. However, there are still limitations to these methods, connected with limited amount of input variables and possibly inaccurate consideration of rare events. Methods were tested on the 5-bus PJM test system using MATLAB and MATPOWER software.
UR - http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=85185715751
U2 - 10.1109/RTUCON60080.2023.10413059
DO - 10.1109/RTUCON60080.2023.10413059
M3 - Conference contribution
SN - 979-835031773-2
SP - 1
EP - 7
BT - 2023 IEEE 64th Annual International Scientific Conference on Power and Electrical Engineering of Riga Technical University, RTUCON 2023 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE 64th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
Y2 - 9 October 2023 through 11 October 2023
ER -
ID: 53741774