Data-mining-based methodology for the design of product families

被引:119
|
作者
Agard, B
Kusiak, A [1 ]
机构
[1] Univ Iowa, Dept Mech & Ind Engn, Seamans Ctr 2139, Intelligent Syst Lab, Iowa City, IA 52242 USA
[2] Ecole Polytech Montreal, Dept Math & Genie Ind, Montreal, PQ H3C 3A7, Canada
关键词
D O I
10.1080/00207540410001691929
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Companies design and manufacture widely diversified products to satisfy the needs of their customers and markets, Two issues important to achieving this aim are discussed. The first concerns adequate diversity for a particular market. The second concerns the management and manufacture of products within an acceptable lead time and an acceptable cost. The two issues are examined with a methodology for the design of products families. This methodology is based on a data-mining approach and it focuses on the analysis of functional requirements.
引用
收藏
页码:2955 / 2969
页数:15
相关论文
共 50 条
  • [1] A systematic data-mining-based methodology for product family design and product configuration
    He, Chao
    Li, Zhong-kai
    Wang, Shuai
    Liu, Deng-zhuo
    ADVANCED ENGINEERING INFORMATICS, 2021, 48
  • [2] A Data-Mining-Based Methodology for Transmission Expansion Planning
    Ferreira, Judite
    Ramos, Sergio
    Vale, Zita
    Soares, Joao
    IEEE INTELLIGENT SYSTEMS, 2011, 26 (02) : 28 - 37
  • [3] A data-mining-based methodology to support MV electricity customers' characterization
    Ramos, Sergio
    Duarte, Joao M.
    Jorge Duarte, F.
    Vale, Zita
    ENERGY AND BUILDINGS, 2015, 91 : 16 - 25
  • [4] A Data-Mining-Based Methodology to Identify the Behavioural Characteristics of Prosumers within Active Distribution Networks
    Neagu, Bogdan Constantin
    Grigoras, Gheorghe
    2020 INTERNATIONAL SYMPOSIUM ON FUNDAMENTALS OF ELECTRICAL ENGINEERING (ISFEE), 2020,
  • [5] Research on the data-mining-based intrusion detection technology
    Li, Guobin
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 1, 2008, : 515 - 518
  • [6] Data-Mining-Based Detection of Adverse Drug Events
    Chazard, Emmanuel
    Preda, Cristian
    Merlin, Beatrice
    Ficheur, Gregoire
    Beuscart, Regis
    MEDICAL INFORMATICS IN A UNITED AND HEALTHY EUROPE, 2009, 150 : 552 - 556
  • [7] Data-Mining-Based Fuzzy Control Design for Marine Dynamic Positioning System of Ships
    Hu, Xin
    Du, Jialu
    Li, Jian
    Yang, Chuansheng
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 636 - 641
  • [8] Design of intelligent data sampling methodology based on data mining
    Lee, JH
    Yu, SJ
    Park, SC
    IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2001, 17 (05): : 637 - 649
  • [9] A data-mining-based localized scheduling system for a wafer fab
    Tsai, Horng-Ren
    Chen, Toly
    International Review on Computers and Software, 2010, 5 (01) : 89 - 96
  • [10] Data-mining-based detection and prevention of adverse drug events
    Chazard, E.
    Preda, C.
    Merlin, B.
    Ficheur, G.
    Beuscart, R.
    IRBM, 2009, 30 (04) : 192 - 196