Quality Inspection of Machines Using the LVQ

Bingchen Wang; Sigeru Omatu

doi:10.11499/sicep.2002.0.464.0

SICE Annual Conference 2002

DOI https://doi.org/10.11499/sicep.2002.0.464.0

Conference information

Host: The Society of Instrument and Control Engineers

Co-host: IEEE/Industiral Electronic Society, IEEE/Robotics and Automation Society, IEEE/Control System Society

Quality Inspection of Machines Using the LVQ

Bingchen Wang, Sigeru Omatu

Author information

Keywords: LVQ, quality evaluation, acoustic signal, neuro-classifier

CONFERENCE PROCEEDINGS FREE ACCESS

Pages 464

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Abstract

In this paper, we propose a method to test the quality of machines by using the learning vector quantization (LVQ). We extract the characteristic spectrum from acoustic data, and apply it to train a neural network. Then we use the trained neural network to test the other acoustic data. The experimental results show that the proposed method is able to perform the intelligent test of machines successfully.

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