A new study in maintenance for transmission lines

WSEAS Transactions on Circuits and Systems

Volumn 7, Issue 5, 2008, Pages 392-401

  Ren, Lijia ^a   Jaing, Xiuchen ^a   Sheng, Gehao ^a   Bo, Wu ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Adaptive threshold; ICA; Negentropy; Neural network; Particle swarm optimization (PSO); Transmission tower

Indexed keywords

ADAPTIVE ALGORITHMS; ALGORITHMS; BUILDINGS; ELECTRIC LINES; ELECTRIC POWER TRANSMISSION; IMAGE CLASSIFICATION; INDEPENDENT COMPONENT ANALYSIS; LATTICE VIBRATIONS; MACHINE VIBRATIONS; MAINTENANCE; MIXING; NEURAL NETWORKS; OPTICAL COMMUNICATION; OPTIMIZATION; POWER GENERATION; POWER TRANSMISSION; TOWERS; TRANSMISSION LINE THEORY; VIBRATIONS (MECHANICAL);

ADAPTIVE THRESHOLD; ADAPTIVE THRESHOLDS; EXPLORATORY PROJECTION PURSUIT; FAST-ICA; FEED-FORWARD NEURAL NETWORKS; HIGH VOLTAGES; ICA; INDEPENDENT COMPONENT ANALYSIS (ICA); INTERFERENCE PULSES; INTERFERENCE SIGNALS; MIXING SIGNALS; NEGENTROPY; NETWORK BASED; NEURAL NETWORK; NEW STUDY; NUMERICA L RESULTS; PARTICLE SWARM OPTIMIZATION ALGORITHMS; PARTICLE-SWARM OPTIMIZATION; POWER GRIDS; PULSE EXTRACTION; PULSE SIGNALS; TRANSMISSION LINES.; TRANSMISSION TOWER; TRANSMISSION TOWERS; VIBRATION SIGNALS; VIBRATION SOURCES;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 48849083482     PISSN: 11092734     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. An Ling, Jiang Xiuchen, Zhu Yu, Object-oriented design and implementation of the state maintenance software system for transmission lines, Automation of Electric Power Systems, Vol.26, No,7, 2002, pp. 66-69.
2. Aapo Hyvarinen, Juha Karhunen, Erkki Oja, Independent Component Analysis, Jone Wiley & Sons, Inc., New York, 2001.
3. B. Ans, J. H'erault, and C. Jutten, Adaptive neural architectures: detection of primitives, In Proc. of COGNITIVA'85, Paris, 1985, pp. 593-597.
4. Lee Te-Won, Girolami Mark, and Sejnowski Terrence J, Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources, Neural Computation, 1999, Vol.11, No.2, pp. 417-441.
5. Yang Fusheng, Hong Bo, Principals and application of independent component analysis. Beijing Tsinghua University Press, 2006.
6. A. Hyvarinen, E. Oja, A fast fixed-point algorithm for independent component analysis, Neural Computation, Vol.9, No.7, 1997, pp. 1483-1492.
7. A. Hyvarinen, Fast and robust fixed-point algorithm for independent component analysis, IEEE transaction on neural network, vol.10, No.3, 1999, pp.626-634.
8. Benediktsson J.A., Sveinsson J.R., Ersoy O.K., Parallel consensual neural networks, IEEE International Conference on Neural Networks, 1993, Vol.1, pp,27-32.
9. Munjal Geetika, Kaur Sunint, Comparative study of ANN for pattern classification, WSEAS Transactions on Computers, Vol.6, No.2, 2007, pp. 236-241.
10. Kiran R., Jetti S.R., Venayagamoorthy G.K, Online training of a generalized neuron with particle swarm optimization, International Joint Conference on Neural Networks, 2006, pp. 5098-5095.
11. V. G. Gudise, G. K. Venayagamoorthy, Comparison of particle swarm optimization and backpropagation as training algorithms for neural networks, IEEE on Swarm Intelligence Symposium, 2003, pp.110-117.
12. Qian Ding, Man Zhang, Classification of recorded musical instruments sounds based on neural networks, IEEE Symposium on Computational Intelligence in Image and Signal Processing, 2007, pp.157-162.
13. Watanapa Bunthit, Chan Jonathan H., Neural network classification of extended control chart patterns, WSEAS Transactions on Computers, Vol.6, No.1, 2007, pp.160-166.
14. Kelemen Arpad, Liang, Yulan, Franklin Stan, Learning high quality decisions with neural networks in "conscious" software agents, WSEAS Transactions on Systems, 2005, Vol. 4, No.9, pp. 1482-1492.
15. Chenjun Huang, Zhenyu Shao, Yakui Zhao, Application of neural network to suppress PD stochastic pulse noise for large generators, Electrical Insulation Conference and Electrical Manufacturing & Coil Winding Technology Conference, 2003, pp. 21-25.
16. Shao Zhenyu, Huang Chengjun, Xiao Yan, Application of PSO based neural network in suppression of stochastic pulse interference for partial discharge monitoring in large gererators, Automation of Electric Power Systems, Vol.29, No. 11,2005, pp. 49-52.