Parameters identification of nonlinear model of synchronous generator based on particle swarm optimization algorithm with quantum operation

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 32, Issue SUPPL., 2012, Pages 249-255

  Kou, Pangao ^a   Fu, Liang ^a   Wang, Huibin ^a   He, Li ^a   Huang, Bo ^a  

^a Hunan Electric Power Company Research Institute   (China)

Author keywords

Parameters identification; Particle swarm optimization; Quantum operation; Synchronous generator

Indexed keywords

ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); PARTICLE SWARM OPTIMIZATION (PSO); SYNCHRONOUS GENERATORS;

CONVERGENCE SPEED; GLOBAL SEARCH ABILITY; IDENTIFICATION ACCURACY; IDENTIFICATION PARAMETERS; NON-LINEAR MODEL; PARAMETERS ESTIMATION; PARAMETERS IDENTIFICATION; PARAMETERS OPTIMIZATION; PARTICLE SWARM OPTIMIZATION ALGORITHM; QUANTUM OPERATIONS; QUANTUM PARTICLE SWARM OPTIMIZATION; SIMULATION TESTS; SYNCHRONOUS GENERATOR MODELS;

PARAMETER ESTIMATION;

EID: 84874546408     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. Institute of Electrical and Electronics Engineers. IEEE Standard 115-1995 IEEE Guide: Test procedures for synchronous machines, part I-acceptance and performance testing, part II-test procedures and parameter determination for dynamic analysis[S]. USA: IEEE, 2009.
2. Huang Miao, Li Wenyuan, Yan Wei, et al. D-axis parameter estimation of synchronous generators under d-axis load rejection test with measurement noises [J]. Automation of Electric Power Systems, 2011, 35(14): 74-79(in Chinese).
3. Liu Baishi, Zhen Wei, Tang Yonghong. Summarization on parameter identification method of synchronous generator[J]. Sichuan Electric Power Technology, 2007, 30(2): 78-79(in Chinese).
4. Mouni E, Tnani S, Champenois G. Synchronous generator modeling and parameters estimation using least squares method[J]. Simulation Modeling Practice and Theory, 2008, 16(6): 678-689.
5. Lai L L, Ma J T. Application of evolutionary programming to transient and subtransient parameter estimation[J]. IEEE Transactions on Energy Conversion, 1996, 11(3): 523-530.
6. Huang Miao, Li Wenyuan, Yan Wei. Estimating parameters of synchronous generators using square-root unscented kalman filter[J]. Electric Power Systems Research, 2010, 80(9): 1137-1144.
7. Fard R D, Karri M. Synchronous generator model identification for control application using volterra series[J]. IEEE Transaction on Energy Conversion, 2005, 20(4): 852-858.
8. J Jesús Rico Melgoza, Heydt G T, Ali Keyhani, et al. Synchronous machine parameter estimation using the hartley series[J]. IEEE Transaction on Energy Conversion, 2001, 16(1): 49-54.
9. Dehghani M, Karrari M, Rosehart W, et al. Synchronous machine model parameters estimation by a time-domain identifcation method[J]. Electrical Power and Energy Systems, 2010, 32(5): 524-529.
10. Hu Jiasheng, Guo Chuangxin, Cao Yijia. Generator parameter identification based on extended particle swarm optimization method[J]. Automation of Electric Power Systems, 2004, 28(6): 35-40(in Chinese).
11. Ma J T, Wu Q H. Generator parameter identification using evolutionary programming[J]. Electrical Power and Energy Systems 1995, 17(6): 417-423.
12. Niewierowicz T, Escarela-Perez R, Campero-Littlewood E. Hybrid genetic algorithm for the identification of high-order synchronous machine two-axis equivalent circuits[J]. Computers and Electrical Engineering, 2003, 29(4): 505-522.
13. Sabat S L, Udgata S K, Murthy K P N. small signal parameter extraction of MESFET using quantum particle swarm optimization[J]. Microelectronics Reliability, 2010, 50(2): 199-206.
14. Liu L, Liu W, Cartes D A. Particle swarm optimization-based parameter identification applied to permanent magnet synchronous motors[J]. Engineering Applications of Artificial Intelligence, 2008, 21(7): 1092-1100.
15. Rasmus K. Ursema, Pierré Vadstrup. Parameter identification of induction motors using stochastic optimization algorithms[J]. Applied Soft Computing, 2004, 4(1): 49-64.
16. Cai J, Ma X, Li L. Chaotic particle swarm optimization for economic dispatch considering the generator constraints[J]. Energy Convers Manage, 2007, 48(2): 645-53.
17. Sun J, Feng B, Xu W, 2004. Particle swarm optimization with particles having quantum behavior[C]//Proceedings of the IEEE congress on evolutionary computation, Perth, Australia, 1995.
18. Luitel B, Venayagamoorthy G K. Particle swarm optimization with quantum infusion for system identification[J]. Engineering Applications of Artificial Intelligence, 2010, 23(5): 635-649.
19. Omkar S N, Khandelwal R, Ananth T V S, et al. Quantum behaved particle swarm optimization (QPSO) for multi-objective design optimization of composite structures[J]. Expert Systems with Applications, 2009, 36(8): 11312-11322.
20. Shayeghi H, Shayanfar H A, Jalilzadeh S, et al. Tuning of damping controller for UPFC using quantum particle swarm optimizer[J]. Energy Conversion and Management, 2010, 51(11): 2299-2306.
21. Sun Lixia, Ju ping, Gao Yunhua, et al. Parameter estimation of synchronous generator based on park model[J]. Proceedings of the CSEE, 2009, 29(19): 50-56(in Chinese).
22. 2010: 80-131.