Product-oriented Product Service System for Large-scale Vision Inspection

被引：1
|
作者：
Zhou, Binggui [1 ,2 ]
Yang, Guanghua [1 ]
Ma, Shaodan [2 ]
机构：
[1] Jinan Univ, Inst Phys Internet, Zhuhai Campus, Zhuhai 519070, Peoples R China
[2] Univ Macau, Dept Elect & Comp Engn, Macau 999078, Peoples R China
来源：
11TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS | 2019年 / 83卷
关键词：
Product-oriented PSS; Vision Inspection; Large Scale; Inference Acceleration; Incremental Updating;
D O I：
10.1016/j.procir.2019.04.107
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This work targets to realize a low-cost large-scale vision inspection system for industry applications. To address the major challenge of high cost, a product-oriented Product Service System (PSS) is proposed based on life cycle analysis. Innovative mechanisms such as training with a small dataset, compact network design, inference acceleration and incremental updating are exploited to lower the total cost of the system. A case study is conducted to demonstrate the effectiveness of the proposed PSS. (C) 2019 The Authors. Published by Elsevier B.V.
引用
收藏
页码：675 / 679
页数：5
相关论文
共 50 条
  • [1] Product-oriented CAPP system
    Liu Yanbin
    Ding Xin
    Proceedings of the International Conference on Mechanical Transmissions, Vols 1 and 2, 2006, : 1480 - 1484
  • [2] Product-Oriented Integrated CAPP System
    王凤岐
    王磊
    郭伟
    白峰
    Transactions of Tianjin University, 2003, (02) : 127 - 130
  • [3] Towards a framework for lean operations in product-oriented product service systems
    Resta, Barbara
    Powell, Daryl
    Gaiardelli, Paolo
    Dotti, Stefano
    CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY, 2015, 9 : 12 - 22
  • [4] Towards a framework for lean operations in product-oriented product service systems
    CELS-Research Group on Industrial Engineering, Logistics and Service Operations, Department of Management, Information and Production Engineering, University of Bergamo, Viale Marconi 5, Dalmine
    24044, Italy
    不详
    N-7491, Norway
    CIRP J. Manuf. Sci. Technol., (12-22):
  • [5] PRODUCT-ORIENTED RESEARCH
    WITTROCK, MC
    EDUCATIONAL FORUM, 1967, 31 (02): : 145 - 156
  • [6] PRODUCT-ORIENTED TRAINING
    LEVY, NM
    ELECTRONICS AND POWER, 1971, 17 (JAN): : 17 - &
  • [7] Intellectual capital in service-and product-oriented companies
    Kianto, Aino
    Hurmelinna-Laukkanen, Pia
    Ritala, Paavo
    JOURNAL OF INTELLECTUAL CAPITAL, 2010, 11 (03) : 305 - +
  • [8] Organisational structures for the service business in product-oriented companies
    Gebauer, Heiko
    Puetz, Felix
    INTERNATIONAL JOURNAL OF SERVICES TECHNOLOGY AND MANAGEMENT, 2009, 11 (01) : 64 - 81
  • [9] The impact of the brand management system on performance across service and product-oriented activities
    Dunes, Mathieu
    Pras, Bernard
    JOURNAL OF PRODUCT AND BRAND MANAGEMENT, 2017, 26 (03): : 294 - 311
  • [10] From Product to Service Business: Productization of Product-Oriented, Use-Oriented, and Result-Oriented Business
    Mustonen, E.
    Harkonen, J.
    Haapasalo, H.
    2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2019, : 985 - 989
12345