A Transient Stability Numerical Integration Algorithm for Variable Step Sizes Based on Virtual Input
In order to reduce the online calculations for power system simulations of transient stability, and dramatically improve numerical integration efficiency, a transient stability numerical integration algorithm for variable step sizes based on virtual input is proposed. The method for fully constructi...
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| Published in: | Energies (Basel) Vol. 10; no. 11; p. 1736 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
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Basel
MDPI AG
01.11.2017
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| ISSN: | 1996-1073, 1996-1073 |
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| Abstract | In order to reduce the online calculations for power system simulations of transient stability, and dramatically improve numerical integration efficiency, a transient stability numerical integration algorithm for variable step sizes based on virtual input is proposed. The method for fully constructing the nonhomogeneous virtual input for a certain integration scheme is given, and the calculation method for the local truncation error of the power angle for the corresponding integration scheme is derived. A step size control strategy based on the predictor corrector variable step size method is proposed, which performs an adaptive control of the step size in the numerical integration process. The proposed algorithm was applied to both the IEEE39 system and a regional power system (5075 nodes, 496 generators) in China, and demonstrated a high level of accuracy and efficiency in practical simulations compared to the conventional numerical integration algorithm. |
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| AbstractList | In order to reduce the online calculations for power system simulations of transient stability, and dramatically improve numerical integration efficiency, a transient stability numerical integration algorithm for variable step sizes based on virtual input is proposed. The method for fully constructing the nonhomogeneous virtual input for a certain integration scheme is given, and the calculation method for the local truncation error of the power angle for the corresponding integration scheme is derived. A step size control strategy based on the predictor corrector variable step size method is proposed, which performs an adaptive control of the step size in the numerical integration process. The proposed algorithm was applied to both the IEEE39 system and a regional power system (5075 nodes, 496 generators) in China, and demonstrated a high level of accuracy and efficiency in practical simulations compared to the conventional numerical integration algorithm. |
| Author | Gao, Yifan Wang, Jianquan Jiang, Daozhuo Xiao, Tannan |
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| Cites_doi | 10.1016/j.cam.2003.08.053 10.1016/j.cnsns.2006.03.007 10.1016/0045-7949(94)00537-D 10.1109/CEFC.2010.5481611 10.2514/1.25732 10.1142/9781860949524_0128 10.1016/0045-7825(95)00824-K 10.1109/TEMC.2007.913222 10.1109/ICPST.2006.321592 10.1002/cnm.502 10.2514/2.1248 10.1243/PIME_PROC_1994_208_148_02 |
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| References | Fung (ref_5) 2008; 46 Lin (ref_7) 1995; 56 ref_14 ref_13 Guo (ref_17) 2005; 25 Huang (ref_6) 2007; 12 Shen (ref_8) 1995; 126 ref_3 Hua (ref_11) 2002; 22 Zhong (ref_2) 1994; 208 ref_15 ref_9 Tang (ref_16) 2008; 50 Fu (ref_12) 2007; 39 Zhong (ref_1) 2004; 163 Gu (ref_4) 2001; 39 Wang (ref_10) 2002; 18 |
| References_xml | – volume: 163 start-page: 59 year: 2004 ident: ref_1 article-title: On precise integration method publication-title: J. Comput. Appl. Math. doi: 10.1016/j.cam.2003.08.053 – volume: 39 start-page: 672 year: 2007 ident: ref_12 article-title: A generalized precise time step integration method publication-title: Chin. J. Theor. Appl. Mech. – ident: ref_3 – volume: 12 start-page: 1584 year: 2007 ident: ref_6 article-title: On orthogonal polynomial approximation with the dimensional expanding technique for precise time integration in transient analysis publication-title: Commun. Nonlinear Sci. Numer. Simul. doi: 10.1016/j.cnsns.2006.03.007 – volume: 56 start-page: 113 year: 1995 ident: ref_7 article-title: A high precision direct integration scheme for structures subjected to transient dynamic loading publication-title: Comput. Struct. doi: 10.1016/0045-7949(94)00537-D – ident: ref_9 doi: 10.1109/CEFC.2010.5481611 – volume: 46 start-page: 1900 year: 2008 ident: ref_5 article-title: Precise time-step integration algorithms using response matrices with expanded dimension publication-title: AIAA J. doi: 10.2514/1.25732 – volume: 22 start-page: 552 year: 2002 ident: ref_11 article-title: New high precision direct integration scheme for nonlinear rotor-seal system publication-title: Recent Adv. Comput. Sci. Eng. Int. Conf. Sci. Eng. Comput. doi: 10.1142/9781860949524_0128 – volume: 126 start-page: 315 year: 1995 ident: ref_8 article-title: Parallel computing for the high precise direct integration method publication-title: Comput. Method Appl. Mech. Eng. doi: 10.1016/0045-7825(95)00824-K – ident: ref_15 – volume: 50 start-page: 166 year: 2008 ident: ref_16 article-title: A precise time-step integration method for transient analysis of lossy nonuniform transmission lines publication-title: IEEE Trans. Electromagn. Compat. doi: 10.1109/TEMC.2007.913222 – ident: ref_13 doi: 10.1109/ICPST.2006.321592 – ident: ref_14 – volume: 18 start-page: 429 year: 2002 ident: ref_10 article-title: Homogenized high precision direct integration scheme and its applications in engineering publication-title: Commun. Numer. Methods Eng. doi: 10.1002/cnm.502 – volume: 25 start-page: 147 year: 2005 ident: ref_17 article-title: The binomial derivative recursion laws of generator’s power and angle publication-title: Proc. CSEE – volume: 39 start-page: 2394 year: 2001 ident: ref_4 article-title: Precise time-integration method with dimensional expanding for structural dynamic equations publication-title: AIAA J. doi: 10.2514/2.1248 – volume: 208 start-page: 427 year: 1994 ident: ref_2 article-title: A precise time step integration method publication-title: J. Mech. Eng. Sci. doi: 10.1243/PIME_PROC_1994_208_148_02 |
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| Title | A Transient Stability Numerical Integration Algorithm for Variable Step Sizes Based on Virtual Input |
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