DocumentCode
446089
Title
An automatic method to detect missing components in manufactured products
Author
Acciani, G. ; Brunetti, G. ; Chiarantoni, E. ; Fornarelli, G.
Author_Institution
Dipt. di Elettrotecnica ed Elettronica, Politecnico di Bari, Bari, Italy
Volume
4
fYear
2005
fDate
July 31 2005-Aug. 4 2005
Firstpage
2324
Abstract
In this paper we describe a method to recognize missing components on manufactured products. The proposed approach exploits the wavelet transform to extract features from the acquired data, while the diagnosis is performed by means of a neural network. The results show that this method achieves an high recognition rate. At the same time the method allows to use a very cheap diagnostic system.
Keywords
feature extraction; manufactured products; neural nets; production engineering computing; wavelet transforms; feature extraction; manufactured products; missing components detection; neural network; wavelet transform; Circuit testing; Data mining; Electronic equipment testing; Feature extraction; Humans; Inspection; Manufactured products; Manufacturing industries; Neural networks; Production;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Conference_Location
Montreal, Que.
Print_ISBN
0-7803-9048-2
Type
conf
DOI
10.1109/IJCNN.2005.1556264
Filename
1556264
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