Toward blockchain and fog computing collaborative design and manufacturing platform: Support customer view

被引:37
作者
Barenji, Ali Vatankhah [1 ,2 ]
Guo, Hanyang [1 ]
Wang, Yitong [1 ]
Li, Zhi [1 ]
Rong, Yiming [3 ]
机构
[1] Guangdong Univ Technol, Guangdong Prov Key Lab Comp Integrated Mfg Syst, Guangzhou, Peoples R China
[2] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[3] Southern Univ Sci & Technol, Dept Mech & Energy Engn, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
Fog computing; Collaborative design; Manufacturing platform; Machine learning; Data integration; Blockchain technology; CONTROL-SYSTEM; SERVICE; FRAMEWORK; INTERNET; THINGS;
D O I
10.1016/j.rcim.2020.102043
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Overview of current manufacturing enterprises show that successful global manufacturing enterprise has great collaboration among designer, manufacturer, and customer, which effect on reducing production life cycle and improving customer satisfaction. Recently, several past and ongoing research projects have conducted to enable the collaborative platform to develop effective collaboration with the manufacturing section, design section, and customer views. However, trustable collaboration and how to utilize customer views efficiently is still a challenge. Therefore, this research proposed a blockchain-enabled fog computing-based collaborative design and manufacturing platform to develop triple communication and cooperation among the manufacturing section, design section, and customers in a trustable environment. In the proposed platform, the machine-learning method is used for clustering and categorizing customer-views, and fog computing-based integration between subsystems via blockchain technology is proposed to improve the data integrity and security problem. The proposed platform explained based on key technology, data integrity, key requirement, and illustrative case study. In this respect, we presented the design and manufacturing of bicycles based on customer requests.
引用
收藏
页数:13
相关论文
共 67 条
  • [1] Alam Tanweer, 2018, International Journal of Interactive Mobile Technologies, V12, P74, DOI 10.3991/ijim.v12i6.6776
  • [2] Alam T., 2019, INT J RECENT TECHNOL, V7, P1
  • [3] Alam T., 2019, Int. J. Sci. Res. Comput. Sci., Eng. Inf. Technol., V5, P151, DOI [10.32628/cseit195137, DOI 10.32628/CSEIT195137]
  • [4] Alam Tanweer, 2018, ARPN J ENG APPL SCI, V13, P3378
  • [5] A Cloud Platform to support Collaboration in Supply Networks
    Andres, Beatriz
    Sanchis, Raquel
    Poler, Raul
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION MANAGEMENT AND ENGINEERING, 2016, 4 (01) : 5 - 13
  • [6] [Anonymous], 2016, IEEE J SEL AREA COMM, DOI DOI 10.14309/CRJ.2016.93
  • [7] Blockchain-based ubiquitous manufacturing: a secure and reliable cyber-physical system
    Barenji, Ali Vatankhah
    Li, Zhi
    Wang, W. M.
    Huang, George Q.
    Guerra-Zubiaga, David A.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2020, 58 (07) : 2200 - 2221
  • [8] A dynamic multi-agent-based scheduling approach for SMEs
    Barenji, Ali Vatankhah
    Barenji, Reza Vatankhah
    Roudi, Danial
    Hashemipour, Majid
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 89 (9-12) : 3123 - 3137
  • [9] Flexible testing platform for employment of RFID-enabled multi-agent system on flexible assembly line
    Barenji, Ali Vatankhah
    Barenji, Reza Vatankhah
    Hashemipour, Majid
    [J]. ADVANCES IN ENGINEERING SOFTWARE, 2016, 91 : 1 - 11
  • [10] A multi-agent RFID-enabled distributed control system for a flexible manufacturing shop
    Barenji, Reza Vatankhah
    Barenji, Ali Vatankhah
    Hashemipour, Majid
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 71 (9-12) : 1773 - 1791