Analyses and Implement on Monitoring Insulator ESDD by Optical Spectrum

Dong Song Luo; Jing Mei Huang

doi:10.4028/www.scientific.net/AMM.198-199.1270

Paper Titles

An Information Acquisition Device for Driver Training Operation with MEMS Transduce
p.1250

The Application Research of Fuzzy PID on Oil Low-Consuming System
p.1256

RFID Application in Dangerous Chemicals Safety Management
p.1261

Research of Spurting Water to Lower Temperature System with Vehicle Brake through Auto Control
p.1265

Analyses and Implement on Monitoring Insulator ESDD by Optical Spectrum
p.1270

Study for Interrupt Controller S3C2410X of Embedded System
p.1275

A P2P Traffic Detection Method Based on Support Vector Machine
p.1280

A Study on a New Method for Measuring Positioning Accuracy of Multi-Station Turntable
p.1286

Research on Multi-Point Calibration and Touch Pressure of Touch-Screen
p.1290

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 198-199Analyses and Implement on Monitoring Insulator...

Analyses and Implement on Monitoring Insulator ESDD by Optical Spectrum

Abstract:

Aimed at the complicated nonlinear relationship between the flux attenuation and various on salt density factors, the luminous flux attenuation, relative humidity and ash density are chosen as inputs, the ESDD (the equal salt deposit density) is chosen as output, a RBF neural network model which can solve the modeling and control problem preferably in complex system with serious nonlinear is built. This model shows high accuracy after training by orthogonal least square (OLS) learning algorithm.Then ESDD online monitoring system is developed for fieldwork with the application of the model results.

You might also be interested in these eBooks

Applied Mechanics, Mechatronics Automation & System Simulation

View Preview

Info:

Periodical:

Applied Mechanics and Materials (Volumes 198-199)

Pages:

1270-1274

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.198-199.1270

Citation:

Cite this paper

Online since:

September 2012

Authors:

Dong Song Luo, Jing Mei Huang

Keywords:

OLS Learning Algorithm, Online Monitoring, RBF Neural Network, Salt Density, Spectral Analysis

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Rui Zhang, Guangya Wu and Yaxin Liu, in: Realization and Application on Monitoring Insulator ESDD and NSDD. High Voltage Engineering, vol. 36(2010), pp.1513-1519.

Google Scholar

[2] Wei Song, Xinquan Huang and Dong Yan, in: Experimental study of ESDD measurement using optic fiber method. Henan Electric Power (2003), pp.8-11.

Google Scholar

[3] A.W. Suyder, J.D. Love: Optical Waveguide theory, London, UK: Chapman & Hall (1983).

Google Scholar

[4] Dechun Wan, Wei Cai, Wei Song, in: Investigation on ESDD On-line Measurement System Using Optical Technology, High Voltage Engineering, vol. 31(2005), pp.33-35.

Google Scholar

[5] Yuqiang Chen, Guangya Wu and Qiang Tian, in: Investigation of Salt Density in Substation and Transmission Line by Optic Spectrum in Laboratory. High Voltage Engineering, vol. 27(2001), pp.57-58.

Google Scholar

[6] Changsheng Jiang, Congqing Wang, Haikun Wei: Intelligent Control and Application, Beijing, China(2004), in Science Press.

Google Scholar