Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives

Chaoyang Zhang; Pingyu Jiang; Kai Cheng; Xun William Xu; Yongsheng Ma

doi:10.1016/j.procir.2016.10.040

Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives

Chaoyang Zhang
, Pingyu Jiang
, Kai Cheng
, Xun William Xu
, Yongsheng Ma

School of Mechanical Engineering

Research output: Contribution to journal › Conference article › peer-review

32 Scopus citations

Abstract

In order to achieve the intelligent control of production processes, a data-driven add-on cyber-physical system architecture of a CNC machine tool is proposed. And three key aspects of the configuration design of the cyber-physical system are also studied, i.e., node configuration of the add-on cyber-physical system, interconnection technology of the heterogeneous nodes and data-driven adaptive configuration method of the sensor networks. A Big Data analysis method is adopted to discover the unknown configuration rules and the optimal control. Finally, a cyber-physical system based on a small-scale flexible automated production line in our Manufacturing System Lab is taken as an application case.

Original language	English
Pages (from-to)	360-365
Number of pages	6
Journal	Procedia CIRP
Volume	56
DOIs	https://doi.org/10.1016/j.procir.2016.10.040
State	Published - 2016
Event	9th International Conference on Digital Enterprise Technology - Intelligent Manufacturing in the Knowledge Economy Era, DET 2016 - Nanjing, China Duration: 29 Mar 2016 → 31 Mar 2016

Keywords

Big Data analysis
CNC machine tool
configuration design
cyber-physical system

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10.1016/j.procir.2016.10.040

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title = "Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives",

abstract = "In order to achieve the intelligent control of production processes, a data-driven add-on cyber-physical system architecture of a CNC machine tool is proposed. And three key aspects of the configuration design of the cyber-physical system are also studied, i.e., node configuration of the add-on cyber-physical system, interconnection technology of the heterogeneous nodes and data-driven adaptive configuration method of the sensor networks. A Big Data analysis method is adopted to discover the unknown configuration rules and the optimal control. Finally, a cyber-physical system based on a small-scale flexible automated production line in our Manufacturing System Lab is taken as an application case.",

keywords = "Big Data analysis, CNC machine tool, configuration design, cyber-physical system",

author = "Chaoyang Zhang and Pingyu Jiang and Kai Cheng and Xu, \{Xun William\} and Yongsheng Ma",

note = "Publisher Copyright: {\textcopyright} 2016 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license.; 9th International Conference on Digital Enterprise Technology - Intelligent Manufacturing in the Knowledge Economy Era, DET 2016 ; Conference date: 29-03-2016 Through 31-03-2016",

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doi = "10.1016/j.procir.2016.10.040",

language = "英语",

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journal = "Procedia CIRP",

issn = "2212-8271",

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T1 - Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives

AU - Zhang, Chaoyang

AU - Jiang, Pingyu

AU - Cheng, Kai

AU - Xu, Xun William

AU - Ma, Yongsheng

PY - 2016

Y1 - 2016

N2 - In order to achieve the intelligent control of production processes, a data-driven add-on cyber-physical system architecture of a CNC machine tool is proposed. And three key aspects of the configuration design of the cyber-physical system are also studied, i.e., node configuration of the add-on cyber-physical system, interconnection technology of the heterogeneous nodes and data-driven adaptive configuration method of the sensor networks. A Big Data analysis method is adopted to discover the unknown configuration rules and the optimal control. Finally, a cyber-physical system based on a small-scale flexible automated production line in our Manufacturing System Lab is taken as an application case.

AB - In order to achieve the intelligent control of production processes, a data-driven add-on cyber-physical system architecture of a CNC machine tool is proposed. And three key aspects of the configuration design of the cyber-physical system are also studied, i.e., node configuration of the add-on cyber-physical system, interconnection technology of the heterogeneous nodes and data-driven adaptive configuration method of the sensor networks. A Big Data analysis method is adopted to discover the unknown configuration rules and the optimal control. Finally, a cyber-physical system based on a small-scale flexible automated production line in our Manufacturing System Lab is taken as an application case.

KW - Big Data analysis

KW - CNC machine tool

KW - configuration design

KW - cyber-physical system

UR - https://www.scopus.com/pages/publications/85006963872

U2 - 10.1016/j.procir.2016.10.040

DO - 10.1016/j.procir.2016.10.040

M3 - 会议文章

AN - SCOPUS:85006963872

SN - 2212-8271

VL - 56

SP - 360

EP - 365

JO - Procedia CIRP

JF - Procedia CIRP

T2 - 9th International Conference on Digital Enterprise Technology - Intelligent Manufacturing in the Knowledge Economy Era, DET 2016

Y2 - 29 March 2016 through 31 March 2016

ER -

Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives

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Keywords

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