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
  • [31] Product-oriented review summarization and scoring
    Rong Zhang
    Wenzhe Yu
    Chaofeng Sha
    Xiaofeng He
    Aoying Zhou
    Frontiers of Computer Science, 2015, 9 : 210 - 223
  • [32] Knowledge Management Practices and Results in Service-Oriented versus Product-Oriented Companies
    Kianto, Aino
    Andreeva, Tatiana
    KNOWLEDGE AND PROCESS MANAGEMENT, 2014, 21 (04) : 221 - 230
  • [33] Study on system structure of the product-oriented CAPP system of assemble enterprises
    Wen, Shuhong
    Shi, Minghua
    Xiao, Fang
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2004, 15 (03):
  • [34] Internal levers for servitization: How product-oriented manufacturers can upscale product-service systems
    Coreynen, Wim
    Matthyssens, Paul
    De Rijck, Roel
    Dewit, Ivo
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2018, 56 (06) : 2184 - 2198
  • [35] A product-oriented teaching and training system for speech handicapped children
    Vicsi, K
    JOURNAL OF MICROCOMPUTER APPLICATIONS, 1995, 18 (04): : 287 - 297
  • [36] The impact of IoT Technologies on product-oriented PSS The "Home Delivery" service case
    Seregni, Marco
    Sassanelli, Claudio
    Cerri, Daniele
    Zanetti, Cristiano
    Terzi, Sergio
    2016 IEEE 2ND INTERNATIONAL FORUM ON RESEARCH AND TECHNOLOGIES FOR SOCIETY AND INDUSTRY LEVERAGING A BETTER TOMORROW (RTSI), 2016, : 451 - 455
  • [37] MASTER SCHEDULING PRODUCT-ORIENTED JOB SHOP
    EBNER, ML
    INDUSTRIAL ENGINEERING, 1977, 9 (12): : 62 - 62
  • [38] Product-oriented design and construction cost model
    Ennis, Kristina Jasaitis
    Dougherty, John J.
    Lamb, Thomas
    Greenwell, Charles R.
    Zimmermann, Richard
    Journal of Ship Production, 1998, 14 (01): : 41 - 58
  • [39] Product-oriented management in public libraries.
    Farris, D
    LIBRARY JOURNAL, 2000, 125 (11) : 123 - 123
  • [40] Product-oriented description of manufacturing resource skills
    Hoang, Xuan-Luu
    Hildebrandt, Constantin
    Fay, Alexander
    IFAC PAPERSONLINE, 2018, 51 (11): : 90 - 95
12345