Using autonomous intelligence to build a smart shop floor

被引:14
|
作者
Tang, Dunbing [1 ]
Zheng, Kun [1 ]
Zhang, Haitao [1 ]
Sang, Zelei [1 ]
Zhang, Zequn [1 ]
Xu, Chao [1 ]
Espinosa-Oviedo, Javier A. [2 ,3 ]
Vargas-Solar, Genoveva [4 ]
Zechinelli-Martini, Jose-Luis [5 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Mech & Elect Engn, Nanjing 210016, Peoples R China
[2] French Mexican Lab Informat & Automat Control, Exhacienda Sta Catarina Martir S-N, Puebla 72810, Mexico
[3] Barcelona Supercomp Ctr, C Jordi Girona 1-3, Barcelona 08034, Spain
[4] French Council Sci Res, LIG LAFMIA, 681 Rue Passerelle, F-38402 St Martin Dheres, France
[5] Univ Americas Puebla, LAFMIA, Exhacienda Sta Catarina Martir S-N, Cholula 72810, Mexico
基金
美国国家科学基金会;
关键词
smart shop floor; agent; scheduling; cyber-physical systems; industry; 4.0; MANUFACTURING SYSTEM;
D O I
10.1016/j.procir.2016.10.039
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The vision of smart factory is based on the notion of Industry 4.0 that denotes technologies and concepts related to cyber-physical systems and the Internet of Things (IoT). In smart factories cyber-physical systems monitor physical processes, create a virtual copy of the physical world and make decentralized decisions. Over the IoT, cyber-physical systems communicate and cooperate with each other in real time. This paper presents a smart factory architecture based on communication and computing layers that embed scheduling mechanisms within a mechanical shop floor. Every physical entity in the shop floor is seen as an autonomous intelligent agent that performs tasks guided by dynamic scheduling functions. A test bed has been set up to show how physical entities can be cooperative and autonomous units that can automatize the shop floor operation processes. The results verify the feasibility and efficiency of proposed method. (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:354 / 359
页数:6
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