Harmonic separation based on independent component analysis method

Journal of Computers (Finland)

Volumn 8, Issue 2, 2013, Pages 433-440

  Ai, Yongle ^a   Zhang, Haiyang ^a  

^a HENAN POLYTECHNIC UNIVERSITY   (China)

Author keywords

Blind source separation; Harmonic separation; Independent component analysis; Least square method; Matlab simulation

Indexed keywords

ELECTRIC APPARATUS; HARMONIC COMPONENTS; HARMONIC FREQUENCY; HARMONIC SEPARATION; HIGH PRECISION; INDEPENDENT COMPONENTS; LEAST SQUARE METHODS; MATLAB SIMULATIONS; PAPER MODELS;

BLIND SOURCE SEPARATION; INDEPENDENT COMPONENT ANALYSIS; LEAST SQUARES APPROXIMATIONS; MATLAB; POWER QUALITY;

HARMONIC ANALYSIS;

EID: 84873248233     PISSN: 1796203X     EISSN: None     Source Type: Journal    
DOI: 10.4304/jcp.8.2.433-440     Document Type: Article

References (21)

1. Xiao Xiangning, Power Quality Analysis and Control, Beijing: China Electric Power Press, 2004.
2. Qing Boyuan, Zhou Yibo and Li Gang, "Present Situation and Development Trends of Electric Power System Harmonic Measurement Technology", Guangxi Electric Power, Vol. 32, No. 3, pp. 14-17, 2009.
3. Li Hong and Yang Shanshui, "Summarization of the Harmonic Measurement Method in Electric Power System", Modern electric power, Vol. 21, No. 4, pp. 39-44, 2004.
4. Li Shengqing, Zhu Yinghao and Zhou Youqing, "The Over View of Detecting Methods for Harmonic in Power System", High voltage engineering, Vol. 30, No. 3, pp. 39-41, 2004.
5. Hui Jin and Yang Honggeng, "Harmonic and Inter-harmonic Detection Method Based on Neighboring Spectral Offsetting and Windowed TDA in Two Stages", Power System Protection and Control, Vol. 37, No. 23, pp. 28-34, 2009.
6. Wang Li, Liu Huijin and Wang Chen, "Summary of the Instantaneous Reactive Power Theory", High Voltage Engineering, Vol. No. 2, pp. 98-100, Feb. 2006.
7. Aapo Hyvarinen, Juha Karhunen and Erkki Oja, Independent Component Analysis, Beijing: Electronic Industry Press, June. 2007.
8. Comon P, "Independent Component Analysis, a New Concept", Signal Processing, Vol. 36, No. 3, pp. 287-314, 1994.
9. Aapo Hyvarinen and Erkki Oja, "Independent Component Analysis: Algorithms and Applications", Neural Networks, Vol. 13, No. 4-5, pp. 411-430, 2000.
10. Wu Xiaopei, Li Xiaohui, Kong Min, and so on, "Harmonic Estimation and Removal Based on Independent Component Analysis", Transactions of China Electro-technical Society, Vol. 18, No. 4, pp. 56-60, Aug. 2003.
11. Luo Weihua and Sun Yunlian, "Application of Independent Component Analysis in Monitoring and Analysis of Power Quality", Power System Technology, Vol. 30, No. 15, pp. 81-84, Nov. 2007.
12. Guo Wu, Zhang Peng and Wang Runsheng, "Independent Component Analysis and Its Applications in Image Processing", Computer Engineering and Applications, Vol. 44, No. 23, pp. 172-177, 2008.
13. Liu Yang and Yang Honggeng, "Voltage Flicker Detection Based on Independent Component Analysis", Electric Power Automation Equipment, Vol. 27, No. 11, pp. 34-37, Nov. 2007.
14. Xu Zhiniu, Lu Fangcheng, Li Yangqing and Li Heming, "ICA-based Frequency Measurement of Power System Signal with Noise", Electric Power Automation Equipment, Vol.28, No. 8, pp.19-23, Aug. 2008.
15. Zhang Jinxia, "Independent Component Analysis for Harmonic Detection", Journal of Electric power system and automatic, Vol. 19, No. 1, pp. 74-78, 2007.
16. Ji Yu, Sun Yunlian and Li Jing, "Harmonic Detection Based on Independent Component Analysis", Power system protection and control, Vol. 37, No. 8, pp. 14-18, 2009.
17. Dr. Alka Mahajan and Gajanan Birajdar, "Blind Source Separation Using Modified Contrast Function in Fast ICA Algorithm", International Journal of Computer Applications, Vol. 6, No. 4, pp.14-17, Sep. 2010.
18. Liang Shufen and Jiang Taihui, "Blind Separation of Speech Signal Based on Fast ICA Algorithm", Computer Engineering and Design, Vol. 31, No. 13, pp. 3047-3050, 2010.
19. Xu Wei, Hao Fufei, Hao Qian, and so on, "Application of Fast Independent Component Analysis in Fault Detection of Induction Motors", Journal of Tianjin Polytechnic University, Vol. 28, No. 4, pp. 64-67, August, 2009.
20. Liu Zhiping, Shi Linying, "The Principle of Least Square Algorithm and its Achievement by MATLAB", Science and Technology of West China, Vol.7, No. 17, pp. 33-34, 2008.
21. Pan Hongbin, Luo An, Tang Jie, and so on, "An Improved Adaptive Harmonic Detection Method Based on Least Squares Algorithm", Proceedings of the CSEE, Vol. 28, No.13, pp. 144-151, May, 2008.