Harmonic analysis model and algorithm based on adaptive neural network

Diangong Jishu Xuebao/Transactions of China Electrotechnical Society

Volumn 23, Issue 7, 2008, Pages 118-123

  Cai, Zhongfa ^a   Chen, Longdao ^a   Chen, Guozhi ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Adaptive measurement; Harmonic analysis; Harmonic basis function; Neural network; Power system

Indexed keywords

ADAPTIVE ALGORITHMS; ALGORITHMS; ELECTRIC POWER SYSTEMS; FOURIER SERIES; IMAGE CLASSIFICATION; LEARNING ALGORITHMS; NEURAL NETWORKS; PARAMETER ESTIMATION;

ADAPTIVE MEASUREMENT; ADAPTIVE NEURAL NETWORKS; ANALYSIS ALGORITHMS; ANALYSIS MODELS; ASYNCHRONOUS SAMPLING; BASIS FUNCTIONS; CONVERGENCE THEOREMS; FREQUENCY DEVIATIONS; FUNDAMENTAL FREQUENCIES; HARMONIC AMPLITUDE; HARMONIC BASIS FUNCTION; HARMONIC PARAMETERS; HIGH-ACCURACY; LEARNING RATES; MULTI-FREQUENCY; NEURAL NETWORK; NEURAL NETWORK MODELLING; PERIODIC SIGNALS; PHASE PARAMETERS; POWER SYSTEM; POWER SYSTEMS;

HARMONIC ANALYSIS;

EID: 49049090628     PISSN: 10006753     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Zhang F, Geng Z, Yuan W. The algorithm of interpolating windowed FFT for harmonic analysis of electric power system[J]. IEEE Transactions on Power Delivery, 2001, 16(2): 160-164.
2. Chen Longdao, Qian Zhaoming, Zhang Shengxun. Synchronization algorithm for the asynchronous sampled data set in period domain signal analysis[J]. ACTA Electronica Sinica, 2001, 29(7): 1-4.
3. Zin A A M, Rukonuzzaman M, Shaibon H, et al. Neural network approach of harmonics detection[C]. Proceedings of Energy Management and Power Delivery, Singapore, 1998: 467-472.
4. Xiao Yanhong, Mao Xiao, Luo Ruiqiong, et al. The application of neural network theory in the field of harmonic measurement[J]. Transactions of China Electrotechnical Society, 2002, 17(2): 101-104.
5. Tang Shengqing, Cheng Xiaohua. A harmonic measuring approach based on multilayered feed forward neural network[J]. Proceedings of the CSEE, 2006, 26(18): 90-94.
6. Osowski S. Neural network for estimation of harmonic components in a power system[J]. IEE Proceedings-C, 1992, 139(2): 129-135.
7. Cichocki A, Lobos T. Artificial neural networks for real-time estimation of basic waveforms of voltages and currents [J]. IEEE Transactions on Power Systems, 1994, 9(2): 612-618.
8. Dash P K, Swain D P, Liew A C, et al. An adaptive linear combiner for on-line tracking of power system harmonics[J]. IEEE Transactions on Power Systems, 1996, 11(4): 1730-1735.
9. 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.
10. Xiang Dongyang, Wang Gongbao, Ma Weiming, et al. A new method for non-integer harmonics measurement based on FFT algorithm and neural network[J]. Proceedings of the CSEE, 2005, 25(9): 35-39.
11. Cai Zhongfa, Chen Longdao. Interharmonic analysis based on AR spectral estimation and adaline neural network[J]. Automation of Electric Power Systems, 2007, 31(17): 78-82.
12. Wang Q, Wu N, Wang Z. A neuron adaptive detecting approach of harmonic current for APF and its realization of analog circuit[J]. IEEE Transactions on Instrumentation and Measurement, 2001, 50(1): 77-84.
13. Yu Zhihao, Liu Zhizhen, Xu Wenshang. A detecting approach of harmonic current based on the circuit model and artificial neural networks[J]. Transactions of China Electrotechnical Society, 2004, 19(9): 86-89.
14. Lai L L, Tse C T, Chan W L, et al. Real-time frequency and harmonic evaluation using artificial neural networks[J]. IEEE Transactions on Power Delivery, 1999, 14(1): 52-59.
15. Amin El I, Arafah I. Artificial neural networks for power systems harmonic estimation[C]. Proceedings of ICHQP'98, Athens, Greece, 1998: 999-1009.
16. 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.
17. 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