Customer-oriented product collaborative customization based on design iteration for tablet personal computer configuration

被引:23
|
作者
Dou, Runliang [1 ]
Zhang, Yubo [1 ]
Nan, Guofang [1 ]
机构
[1] Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China
基金
美国国家科学基金会;
关键词
Design iteration; Collaborative customization; Interactive genetic algorithm; Customer preference; INTERACTIVE GENETIC ALGORITHM; USER-EXPERIENCE; OPTIMIZATION; MANAGEMENT; SYSTEM; SUPPORT; MODEL;
D O I
10.1016/j.cie.2015.11.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Customers limited knowledge and technique restrains manufacturer from making them directly participate in practical product design to quickly respond to their complex and personalized demand. Based on design iteration, an approach to customer-oriented product collaborative customization is proposed for manufacturer to improve the design process. This approach uses the existing product and continuously increasing product design scheme as valuable product configuration knowledge. Meanwhile, the concept of product family is extended to design family, where the product individual and design scheme are respectively distributed into different knowledge bases. With the benefit of iterative genetic algorithm (IGA), design iteration is applied to make the existing product and design process bi-directionally evolve in the customized process to seek the optimal design, accordingly customers' operational fatigue will be lessened and their customized efficiency will be improved. Finally, the customized design of tablet PC is taken for instance to testify the maneuverability and effectiveness of the proposed approach. The experimental results demonstrate that the approach could effectively identify customers' preference and obviously improve their customization efficiency, with lessening their operational fatigue to the large extent. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:474 / 486
页数:13
相关论文
共 50 条
  • [1] Customer-oriented Product Customization Model and Its Mathematic Evaluation
    Xiao, Gang
    Zhang, Libin
    Gao, Fei
    Chen, Zhenbo
    DIGITAL DESIGN AND MANUFACTURING TECHNOLOGY, PTS 1 AND 2, 2010, 102-104 : 135 - +
  • [2] Research on customer-oriented product configuration technology of aircraft
    REN Dong
    ZHAO Gang
    YU Yong
    Computer Aided Drafting,Design and Manufacturing, 2013, (01) : 62 - 67
  • [3] Customer-oriented product conceptualization in a collaborative bidding process
    Yan, W
    Chen, CH
    Khoo, LP
    Pritchard, MC
    Passey, SJ
    CONCURRENT ENGINEERING: THE WORLDWIDE ENGINEERING GRID, PROCEEDINGS, 2004, : 1141 - 1146
  • [4] A new method for customer-oriented virtual collaborative design with VRML product model
    Shen, Lianguan
    Zhao, Wei
    Li, Mujun
    Zheng, Jinjin
    COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN III, 2007, 4402 : 197 - +
  • [5] A matrix approach to the customer-oriented product design
    Lin, MC
    Chen, LA
    CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS, 2005, 13 (02): : 95 - 109
  • [6] A framework for customer-oriented IoT product design
    Alptekin, S. Emre
    Alptekin, Gulfem Isiklar
    2018 2ND EUROPEAN CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE (EECS 2018), 2018, : 260 - 265
  • [7] A strategy for managing customer-oriented product design
    Lin, Ming-Chyuan
    Wang, Chen-Cheng
    Chen, Tzu-Chang
    CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS, 2006, 14 (03): : 231 - 244
  • [8] Co-assembler - Supporting collaborative product configuration for customer-oriented e-commerce
    Soo, Sophia M. K.
    Chan, Stephen C. F.
    Ng, Vincent T. Y.
    2006 10TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, PROCEEDINGS, VOLS 1 AND 2, 2006, : 1249 - 1253
  • [9] Product Knowledge Management Support for Customer-Oriented System Configuration
    Smirnov, Alexander
    Shilov, Nikolay
    Oroszi, Andreas
    Sinko, Mario
    Krebs, Thorsten
    BUSINESS INFORMATION SYSTEMS WORKSHOPS, BIS 2017, 2017, 303 : 49 - 58
  • [10] An integrated solution—KAGFM for mass customization in customer-oriented product design under cloud manufacturing environment
    Yuanping Xu
    Guanxu Chen
    Jiaoling Zheng
    The International Journal of Advanced Manufacturing Technology, 2016, 84 : 85 - 101