Analyses and implement on monitoring insulator ESDD by optical spectrum

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

	Analyses and implement on monitoring insulator ESDD by optical spectrum
	Luo, Dongsong; Huang, Jingmei
	2012
会议名称	2012 International Applied Mechanics, MechatronicsAutomation and System Simulation Meeting, AMMASS 2012
会议录名称	Applied Mechanics and Materials
卷号	198-199
页码	1270-1274
会议日期	June 24, 2012 - June 26, 2012
会议地点	Hangzhou, China
出版者	Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany
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.
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
DOI	10.4028/www.scientific.net/AMM.198-199.1270
收录类别	EI
语种	英语
EI入藏号	20124715701294
EI主题词	Salt deposits
ISSN	16609336
来源库	Compendex
分类代码	943 Mechanical and Miscellaneous Measuring Instruments - 942 Electric and Electronic Measuring Instruments - 941 Acoustical and Optical Measuring Instruments - 944 Moisture, Pressure and Temperature, and Radiation Measuring Instruments - 921 Mathematics - 723 Computer Software, Data Handling and Applications - 505.1 Nonmetallic Mines - 723.4 Artificial Intelligence
引用统计	无
文献类型	会议论文
条目标识符	https://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]:Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany,2012:1270-1274.