A methodology for cloud manufacturing architecture in the context of Industry 4.0

被引:7
|
作者
Talhi, E. [1 ]
Huet, J-C [2 ]
Fortineau, V [3 ]
Lamouri, S. [3 ]
机构
[1] EIGSI, La Rochelle, France
[2] EFREI Paris, Villejuif, France
[3] CNRS, LAMM, Arts & Metiers ParisTech, Paris, France
关键词
cloud manufacturing; cloud-based services; service-oriented architecture; Industry; 4.0; ontology; SYSTEMS; SIMULATION; ONTOLOGY; FRAMEWORK; MODELS;
D O I
10.24425/bpasts.2020.131849
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper deals with a methodology for the implementation of cloud manufacturing (CM) architecture. CM is a current paradigm in which dynamically scalable and virtualized resources are provided to users as services over the Internet. CM is based on the concept of coud computing, which is essential in the Industry 4.0 trend. ACM architecture is employed to map users and providers of manufacturing resources. It reduces costs and development time during a product lifecycle. Some providers use different descriptions of their services, so we propose taking advantage of semantic web technologies such as ontologies to tackle this issue. Indeed, robust tools are proposed for mapping providers' descriptions and user requests to find the most appropriate service. The ontology defines the stages of the product lifecycle as services. It also takes into account the features of coud computing (storage, computing capacity, etc.). The CM ontology will contribute to intelligent and automated service discovery. The proposed methodology is inspired by the ASDI framework (analysis-specification-design-implementation), which has already been used in the supply chain, healthcare and manufacturing domains. The aim of the new methodology is to propose an easy method of designing a library of components for a CM architecture. An example of the application of this methodology with a simulation model, based on the CloudSim software, is presented. The result can be used to help the industrial decision-makers who want to design CM architectures.
引用
收藏
页码:271 / 284
页数:14
相关论文
共 50 条
  • [1] A Workflow and Cloud Based Service-Oriented Architecture for Distributed Manufacturing in Industry 4.0 Context
    Kayabay, Kerem
    Gokalp, Mert Onuralp
    Eren, P. Erhan
    Kocyigit, Altan
    [J]. 2018 IEEE 11TH CONFERENCE ON SERVICE-ORIENTED COMPUTING AND APPLICATIONS (SOCA), 2018, : 88 - 92
  • [2] Software-defined Cloud Manufacturing in the Context of Industry 4.0
    Yang, Chen
    Lan, Shulin
    Shen, Weiming
    Huang, Gerorge Q.
    Wang, Lihui
    [J]. 2019 WORLD ROBOT CONFERENCE SYMPOSIUM ON ADVANCED ROBOTICS AND AUTOMATION (WRC SARA 2019), 2019, : 184 - 190
  • [3] CASOA: An Architecture for Agent-Based Manufacturing System in the Context of Industry 4.0
    Tang, Hao
    Li, Di
    Wang, Shiyong
    Dong, Zhijie
    [J]. IEEE ACCESS, 2018, 6 : 12746 - 12754
  • [4] Context-aware architecture for Industry 4.0-ready manufacturing facility
    Alharbi, Olayan
    Alharbi, Mafawez
    [J]. INTERNATIONAL JOURNAL OF ADVANCED AND APPLIED SCIENCES, 2021, 8 (08): : 20 - 30
  • [5] Industry 4.0 and Cloud Manufacturing: A Comparative Analysis
    Liu, Yongkui
    Xu, Xun
    [J]. JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2017, 139 (03):
  • [6] INDUSTRY 4.0 AND CLOUD MANUFACTURING: A COMPARATIVE ANALYSIS
    Liu, Yongkui
    Xu, Xun
    [J]. PROCEEDINGS OF THE ASME 11TH INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2016, VOL 2, 2016,
  • [7] Intelligent Manufacturing in the Context of Industry 4.0: A Review
    Zhong, Ray Y.
    Xu, Xun
    Klotz, Eberhard
    Newman, Stephen T.
    [J]. ENGINEERING, 2017, 3 (05) : 616 - 630
  • [8] Internet of Things for Manufacturing in the Context of Industry 4.0
    Liu, Changhong
    Zhong, Ray Y.
    [J]. TRANSDISCIPLINARY ENGINEERING: A PARADIGM SHIFT, 2017, 5 : 1013 - 1022
  • [9] Software-Defined Cloud Manufacturing for Industry 4.0
    Thames, Lane
    Schaefer, Dirk
    [J]. SIXTH INTERNATIONAL CONFERENCE ON CHANGEABLE, AGILE, RECONFIGURABLE AND VIRTUAL PRODUCTION (CARV2016), 2016, 52 : 12 - 17
  • [10] Advanced Manufacturing Metrology in Context of Industry 4.0 Model
    Majstorovic, Vidosav D.
    Durakbasa, Numan
    Takaya, Yasuhiro
    Stojadinovic, Slavenko
    [J]. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON MEASUREMENT AND QUALITY CONTROL - CYBER PHYSICAL ISSUE (IMEKO TC 14 2019), 2019, : 1 - 11