Neural network based high precision power system frequency harmonic analysis

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

Volumn 27, Issue 34, 2007, Pages 102-106

  Wang, Xiao Hua ^a   He, Yi Gang ^b  

^a CHANGSHA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b HUNAN UNIVERSITY   (China)

Author keywords

Asynchronous sampling; Fundamental frequency; Harmonic analysis; Neural network; Window and interpolation algorithm

Indexed keywords

HARMONIC ANALYSIS; NEURAL NETWORKS;

ASYNCHRONOUS SAMPLING; FUNDAMENTAL FREQUENCY; WINDOW INTERPOLATION ALGORITHM;

STANDBY POWER SYSTEMS;

EID: 37749000585     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Dai X, Gretsch R. Quasi synchronous sampling algorithm and its application[J]. IEEE Trans. on Instrument and Measurement, 1994, 43(2): 204-209.
2. Zhang Jianqiu, Tao Ran, Shen Yi, et al. The application of nan-integer-period sampling method in spectrum analysis of periodic signal[J]. Journal of Scientific Instrument, 1995, 16(1): 1-7 (in Chinese).
3. Heydt G T, Fjeld P S, Liu C C, et al. Applications of the windowed FFT to electric power quality assessment[J]. IEEE Trans. on Power Delivery, 1999, 14(4): 1411-1416.
4. Xue Hui, Yang Rengang. Precise algorithms for harmonic analysis based on FFT algorithm[J]. Proceedings of the CSEE, 2002, 22(12): 106-110 (in Chinese).
5. Qi Caijun, Chen Longdao, Wang Xiaohai. High-accuracy estimation of electrical harmonica parameters by using the interpolated FFT algorithm[J]. Journal of Zhejiang University (Engineering Science), 2003, 37(1): 112-116 (in Chinese).
6. Zhao Wenqun, Ma Weimin, Hu An. FFT algorithm with high accuracy for harmonic analysis in electric machine[J]. Proceedings of the CSEE, 2001, 21(12): 83-87 (in Chinese).
7. Zhang Fusheng, Geng Zhongxing, Ge Yaozhong. FFT algorithm with high accuracy for harmonic analysis in power system[J]. Proceedings of the CSEE, 1999, 19(3): 63-66 (in Chinese).
8. Pang Hao, Li Dongxia, Zu Yunxiao, et al. An improved algorithm for harmonic analysis of power system using FFT technique[J]. Proceedings of the CESS, 2003, 23(6): 50-54 (in Chinese).
9. Barros J, Diego R I. On the use of the Manning window for harmonic analysis in the standard framework[J]. IEEE Trans. on Power Delivery, 2006, 21(1): 538-539.
10. Zhang F, Geng Z, Yuan W. The algorithm of interpolating windowed FFT for harmonic analysis of electric power system[J]. IEEE Trans. on Power Delivery, 2001, 16(2): 160-164.
11. Huang Chun. Improved spectrum correction algorithm of estimating power electric parameters and its applications[J]. Proceedings of the CSEE, 2005, 25(7): 86-91 (in Chinese).
12. Serna J A. On the use of amplitude shaping pulses as windows for harmonic analysis[J]. IEEE Trans. on Instrument and Measurement, 2001, 50(6): 1556-1562.
13. Huang Chun, Jiang Yaqun. Improve window interpolation algorithm for analysis of power system harmonics[J]. Proceedings of the CSEE, 2005, 25(15): 26-32 (in Chinese).
14. Wei Renyong, Li Zhiyong. Measurement of harmonics in power system based on artificial neural network[J]. Power System Technology, 1999, 23(12): 20-23 (in Chinese).
15. Wang Qun, Wu Ning, Wang Zhaoan. An artificial neural network approach for measure harmonics[J]. Power System Technology, 1999, 23(1): 29-32 (in Chinese).
16. Li Hong, Ma Xinyu. Application of multi-layer feedforward neural network for electric system harmonic measurement[J]. Electrical Measurement and Instrumentation, 2003, 40(2): 15-17 (in Chinese).
17. Chai Xuzheng, Wen Xishan, Guan Genzhi, et al. An algorithm with high accuracy for analysis of power system harmonics[J]. Proceedings of the CSEE, 2003, 23(9): 67-70 (in Chinese).
18. Zhang Yibin, Wang Xiaohua, He Yigang. Study of harmonic analysis in power system based on a new neural network algorithm[J]. Journal of Hunan University (Natural Sciences), 2005, 32(6): 61-64 (in Chinese).
19. Zeng Zhezhao, Wen Hui, Wang Yaonan. An approach with high accuracy for intelligent analysis of power system harmonics[J]. Proceedings of the CSEE, 2006, 26(10): 23-27 (in Chinese).
20. Wang Xiaohua, He Yigang. A new neural network based power system harmonics analysis algorithm with high accuracy[J]. Power System Technology, 2005, 29(3): 72-75 (in Chinese).