Fan fault forecasting based on wavelet analysis and support vector machine

被引：0

作者：

Huang Wei ^{[1
]}

Huang Daming ^{[1
]}

Yao Qihong ^{[1
]}

Liu Huining ^{[1
]}

Wang Yarixue ^{[1
]}

机构：

[1] Guangxi Univ, Dept Mech Engn, Nanning 530004, Peoples R China

来源：

ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS | 2007年

关键词：

wavelet analysis; support vector machine; fan; fault; forecasting;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper introduced a method of fan fault forecasting(1) based on wavelet analysis and support vector machine for fans which are widely-used in enterprises. By wavelet decomposing, original time series is decomposed into many series according to scale. By build model and forecasting for every series and composing the results, we get the final forecasting of the original time series. Finally, we apply this method for blowers of a aluminum plant.

引用

页码：6070 / 6073

页数：4

共 50 条

[41] Forecasting Stock Returns Based on Spline Wavelet Support Vector
Tang, LingBing
Sheng, HuanYe
[J]. PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL II, 2009, : 383 - +
[42] Precipitation forecasting by using wavelet-support vector machine conjunction model
Kisi, Ozgur
Cimen, Mesut
[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (04) : 783 - 792
[43] A Wavelet Support Vector Machine Combination Model for Daily Suspended Sediment Forecasting
SadeghpourHaji, M.
Mirbagheri, S. A.
Javid, A. H.
Khezri, M.
Najafpour, G. D.
[J]. INTERNATIONAL JOURNAL OF ENGINEERING, 2014, 27 (06): : 855 - 864
[44] Nonlinear Combinational Forecasting Based on Support Vector Machine
Zhao, Wenqing
Jiang, Bo
[J]. JOURNAL OF COMPUTERS, 2010, 5 (02) : 234 - 241
[45] A wavelet-support vector machine conjunction model for monthly streamflow forecasting
Kisi, Ozgur
Cimen, Mesut
[J]. JOURNAL OF HYDROLOGY, 2011, 399 (1-2) : 132 - 140
[46] Groundwater Level Forecasting based on Support Vector Machine
Zhao, Weiguo
Wang, Huan
Wang, Zijun
[J]. FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 : 1365 - 1369
[47] Environmental Noise Forecasting Based on Support Vector Machine
Fu, Yumei
Zan, Xinwu
Chen, Tianyi
Xiang, Shihan
[J]. 2017 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING/SPECTROSCOPY AND SIGNAL PROCESSING TECHNOLOGY, 2017, 10620
[48] Grinding wheel wear monitoring based on wavelet analysis and support vector machine
Zhensheng Yang
Zhonghua Yu
[J]. The International Journal of Advanced Manufacturing Technology, 2012, 62 : 107 - 121
[49] Grinding wheel wear monitoring based on wavelet analysis and support vector machine
Yang, Zhensheng
Yu, Zhonghua
[J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 62 (1-4): : 107 - 121
[50] Wavelet Analysis-Support Vector Machine Coupled Models for Monthly Rainfall Forecasting in Arid Regions
Qi Feng
Xiaohu Wen
Jianguo Li
[J]. Water Resources Management, 2015, 29 : 1049 - 1065

← 1 2 3 4 5 →