DocumentCode
2977736
Title
Research on Detection for Broken Wires in Non-rotating Rope Base on SVM
Author
Pu, Hanjun ; Xie, Xiaopeng ; Jia, Shangyu ; Liang, Guangchi
Author_Institution
Sch. of Mech. & Automotive Eng., South China Univ. of Technol., Gangzhou, China
fYear
2010
fDate
25-27 June 2010
Firstpage
1664
Lastpage
1667
Abstract
Compared with general steel wire rope, the non-rotating rope incurs more inner broken-wires damage, which makes the damage detection difficult. This paper analyzes the causes of the broken-wires damage in non-rotating rope by creating a geometric model. A new method based on support vector machine (SVM) for the detection of the wires damage in non-rotating rope has been proposed, and experimental results show that SVM performs well in the identification of damage.
Keywords
geometry; mechanical engineering computing; ropes; steel; support vector machines; wires; broken wire detection; broken-wires damage detection; geometric model; nonrotating rope base; steel wire rope; support vector machine; Accuracy; Kernel; Steel; Support vector machines; Testing; Training data; Wires; SVM; detection; non-rotating rope; steel wire rope;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6880-5
Type
conf
DOI
10.1109/iCECE.2010.410
Filename
5629764
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