Analyses and implement on monitoring insulator ESDD by optical spectrum

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

CORC > 兰州理工大学 > 兰州理工大学

	Analyses and implement on monitoring insulator ESDD by optical spectrum
	Luo, Dongsong; Huang, Jingmei
	2012
会议日期	June 24, 2012 - June 26, 2012
会议地点	Hangzhou, China
关键词	Learning algorithms Neural networks Radial basis function networks Spectrum analysis Luminous flux Model results Modeling and control Non-linear relationships On-line monitoring system Online monitoring Optical spectra Orthogonal least squares RBF Neural Network Salt density
卷号	198-199
DOI	10.4028/www.scientific.net/AMM.198-199.1270
页码	1270-1274
英文摘要	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. © (2012) Trans Tech Publications, Switzerland.
会议录	Applied Mechanics and Materials
会议录出版者	Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany
语种	英语
ISSN号	16609336
内容类型	会议论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/115984]
专题	兰州理工大学
作者单位	College of Electrical and Information Engineering, Lanzhou Univ. of Tech., Lanzhou 730050, China
推荐引用方式 GB/T 7714	Luo, Dongsong,Huang, Jingmei. Analyses and implement on monitoring insulator ESDD by optical spectrum[C]. 见:. Hangzhou, China. June 24, 2012 - June 26, 2012.