Reaction force inspection system using regression analysis and neural network

被引:0
|
作者
Fuchigami, Y [1 ]
Yamada, Y [1 ]
Komura, Y [1 ]
机构
[1] Univ Fukui, Fukui 9108507, Japan
关键词
inspection; reaction force; regression analysis; neural network;
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 looks at a system for inspection of the quality of a probe's reaction force characteristics. This system automates the inspection method utilizing the touching of an inspector's finger. Regression analysis and a neural network approach are applied to the system for probes to learn an inspector's finger judgment. From experimental results, the effectiveness of the system has been clarified.
引用
收藏
页码:1039 / 1044
页数:6
相关论文
共 50 条
  • [1] Reaction force inspection system using neural network classifier
    Yamada, Y
    Komura, Y
    2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-4, 2005, : 1034 - 1039
  • [2] Reaction force inspection system using wavelet transforms and neural networks
    Yamada, Y
    Komura, Y
    Masuda, M
    Ookubo, Y
    2002 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, 2002, : 2563 - 2566
  • [3] Defect Inspection of LED Chips Using Generalized Regression Neural Network
    Pan, Zhong-liang
    Chen, Ling
    LIQUID CRYSTALS AND RELATED MATERIALS II, 2012, 181-182 : 212 - 215
  • [4] Surface roughness characterisation using cutting force analysis, regression and neural network prediction models
    Nunez, P. J.
    Simao, J.
    Arenas, J. M.
    de la Cruz, C.
    ADVANCES IN MATERIALS PROCESSING TECHNOLOGIE, 2006, 526 : 211 - 216
  • [5] Regression Analysis Using Modular Structured Neural Network
    Mitani, Yasuo
    2013 FIRST INTERNATIONAL SYMPOSIUM ON COMPUTING AND NETWORKING (CANDAR), 2013, : 257 - 262
  • [6] MLCC Lamination Alignment Inspection System using Deep Neural Network
    Jung J.-U.
    Kim H.-J.
    Son S.-B.
    Oh H.-S.
    Journal of Institute of Control, Robotics and Systems, 2022, 28 (07) : 699 - 705
  • [7] Thrust force control of drilling system using neural network
    Kawaji, S
    Arao, M
    Chen, YH
    2001 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS PROCEEDINGS, VOLS I AND II, 2001, : 476 - 481
  • [8] Youtube Data Analysis using Linear Regression and Neural Network
    Fan, Jiali
    Lian, Tingru
    2022 INTERNATIONAL CONFERENCE ON BIG DATA, INFORMATION AND COMPUTER NETWORK (BDICN 2022), 2022, : 248 - 251
  • [9] Hardware neural network for a visual inspection system
    Chun, Seungwoo
    Hayakawa, Yoshihiro
    Nakajima, Koji
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2008, E91A (04): : 935 - 942
  • [10] Machine parts visual inspection system using fuzzy-neural network
    Seimitsu Kogaku Kaishi, 12 (1681-1685):