A DFP-neural networks algorithm for analysis of power system harmonics

Asia-Pacific Power and Energy Engineering Conference, APPEEC

Volumn , Issue , 2010, Pages

  Liu, Qian Jin ^a   Qin, Si Shi ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

DFP algorithms; Harmonic analysis; Neural networks; Power system

Indexed keywords

COMPLEX NUMBER; CONVERGENCE SPEED; DESCENT METHOD; DFP ALGORITHMS; HIGH HARMONICS; LEARNING RATES; NEURAL NETWORKS ALGORITHMS; POWER SYSTEM; POWER SYSTEM HARMONICS; POWER SYSTEMS; VALUE PROBLEMS; ZERO CROSSING POINTS;

ELECTRIC POWER SYSTEMS; FOURIER SERIES; HARMONIC ANALYSIS; LEARNING ALGORITHMS;

NEURAL NETWORKS;

EID: 84870043687     PISSN: 21574839     EISSN: 21574847     Source Type: Conference Proceeding    
DOI: 10.1109/APPEEC.2010.5448477     Document Type: Conference Paper

References (8)

1. Sun Zhongkang, "Fast Fourier Transform and its Application," (Beijing: People's Posts & Telecom Press, 1982.)
2. Pang Hao, Li Dongxia and Zu Yunxiao, "An improved algorithm for harmonic analysis of power system using FFT technique," Proceedings of the CSEE, 2003, 23(6): 50-54.(In Chinese).
3. Zhao Wenchun, Ma Weimin and Hu An, "FFT algorithm with high accuracy for harmonic analysis in electric machine," Proceedings of the CSEE, 2001, 21(12): 83-87.(In Chinese).
4. Zhang Fusheng, Geng Zhongxing and Ge Yaozhong, "FFT algorithm with high accuracy for harmonic analysis in electric machine," Proceedings of the CSEE, 1999, 19(3): 63-66.(In Chinese).
5. Qing Baiyuan, Teng Zhaosheng and Gao Yunpeng, "An Approach for Electrical Harmonic Analysis Based on Nuttall Window Double-spectrum-line Interpolation FFT," Proceedings of the CSEE, 2008, 28(25): 153-158.(In Chinese).
6. Chai Xunzheng, Wen Xishan and Guan Genzhi, "An algorithm with high accuracy for analysis of power system harmonics," Proceedings of the CSEE, 2003, 23(9): 67-70.(In Chinese).
7. Zeng Zhezhao, Wen Hui and Wang Yaonan, "An approach with high accuracy for intelligent analysis of power system harmonics," Proceedings of the CSEE, 2006, 26(10): 23-27.(In Chinese).
8. Zhang Jiahai, Lu Ming and Sun Shufang, "Chaos Algorithm of Feed - Forward Neural Network Based on DFP," Journal of petrochemical universities, 2007, 20(z1): 54-59.