Quality inspection of machines using the LVQ

被引：0
|
作者：
Wang, BC [1 ]
Omatu, S [1 ]
机构：
[1] Univ Osaka Prefecture, Grad Sch Engn, Sakai, Osaka, Japan
来源：
SICE 2002: PROCEEDINGS OF THE 41ST SICE ANNUAL CONFERENCE, VOLS 1-5 | 2002年
关键词：
LVQ quality evaluation; acoustic signal; neuro-classifier;
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：
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, kind apply it to train a neural network. Then we use the trained neural network to test tile other acoustic data. The experimental results show that the proposed method is able to perform the intelligent test of machines successfully.
引用
收藏
页码：2102 / 2107
页数：6
相关论文
共 50 条
  • [31] Tablets Vision Inspection Approach Using Fourier Descriptors and Support Vector Machines
    Zhao, Peng
    Li, Shutao
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE FOR YOUNG COMPUTER SCIENTISTS, VOLS 1-5, 2008, : 1743 - 1748
  • [32] Classification of the Italian liras using the LVQ method
    Kosaka, T
    Omatu, S
    SMC 2000 CONFERENCE PROCEEDINGS: 2000 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOL 1-5, 2000, : 2769 - 2774
  • [33] Automated pill quality inspection using deep learning
    Mac, Thi Thoa
    Hung, Nguyen Thanh
    INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2021, 35 (14N16):
  • [34] Inspection and classification of wheat quality using image processing
    Zhu, Junsong
    Cai, Jianrong
    Sun, Baosheng
    Xu, Yongjian
    Lu, Feng
    Ma, Haile
    QUALITY ASSURANCE AND SAFETY OF CROPS & FOODS, 2023, 15 (03) : 43 - 54
  • [35] LOT QUALITY INSPECTION AND ANALYSYS USING THE TAGUCHI METHOD
    Bendic, Vasile
    Tanasescu, Paul
    Nitu, Ion
    METALURGIA INTERNATIONAL, 2009, 14 (04): : 55 - 57
  • [36] Quality Inspection of Spot Welds using Digital Shearography
    Xu, Nan
    Xie, Xin
    Harmon, George
    Gu, Randy
    Yang, Lianxiang
    SAE INTERNATIONAL JOURNAL OF MATERIALS AND MANUFACTURING, 2012, 5 (01) : 96 - 101
  • [37] Inspection of rice appearance quality using machine vision
    Yao, Qing
    Chen, Jianhua
    Guan, Zexin
    Sun, Chengxiao
    Zhu, Zhiwei
    PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL IV, 2009, : 274 - +
  • [38] Food Quality Inspection Using Uncertain Rank Data
    Muhammad Aslam
    Food Analytical Methods, 2022, 15 : 2306 - 2311
  • [39] Food Quality Inspection Using Uncertain Rank Data
    Aslam, Muhammad
    FOOD ANALYTICAL METHODS, 2022, 15 (08) : 2306 - 2311
  • [40] Classification of the Italian Liras using the LVQ method
    Omatu, S
    Kosaka, T
    Teranisi, M
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 2212 - 2215
12345