A real-time cyber modeling approach in MTConnect-based cyber-physical production environment

Hyoung Seok Kang; Ju Yeon Lee

doi:10.1016/j.procir.2018.03.253

A real-time cyber modeling approach in MTConnect-based cyber-physical production environment

Hyoung Seok Kang
, Ju Yeon Lee

Dept. of Mechanical System and Design Engineering

Korea Institute of Industrial Technology

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

5 Scopus citations

Abstract

Cyber-physical production systems (CPPS) is an essential and core technology of smart manufacturing. For the successful implementation of CPPS, a systematic approach for the collection, processing, and application of the manufacturing data is required. In this paper, an algorithm-based systematic approach that can generate a cyber model from the real-time data of a manufacturing site was proposed for this purpose. An algorithm that performs the "mapping," "scaling," and "calibrating" of MTConnect-based manufacturing data into the machine, process, and factory levels was developed, and its application to a manufacture engineering task such as throughput analysis was described through a case study.

Original language	English
Pages (from-to)	462-467
Number of pages	6
Journal	Procedia CIRP
Volume	72
DOIs	https://doi.org/10.1016/j.procir.2018.03.253
State	Published - 2018
Event	51st CIRP Conference on Manufacturing Systems, CIRP CMS 2018 - Stockholm, Sweden Duration: 16 May 2018 → 18 May 2018

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Cyber-physical systems
Interoperability
MTConnect
Real-time information modeling
Smart manufacturing

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10.1016/j.procir.2018.03.253

Cite this

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title = "A real-time cyber modeling approach in MTConnect-based cyber-physical production environment",

abstract = "Cyber-physical production systems (CPPS) is an essential and core technology of smart manufacturing. For the successful implementation of CPPS, a systematic approach for the collection, processing, and application of the manufacturing data is required. In this paper, an algorithm-based systematic approach that can generate a cyber model from the real-time data of a manufacturing site was proposed for this purpose. An algorithm that performs the {"}mapping,{"} {"}scaling,{"} and {"}calibrating{"} of MTConnect-based manufacturing data into the machine, process, and factory levels was developed, and its application to a manufacture engineering task such as throughput analysis was described through a case study.",

keywords = "Cyber-physical systems, Interoperability, MTConnect, Real-time information modeling, Smart manufacturing",

author = "Kang, \{Hyoung Seok\} and Lee, \{Ju Yeon\}",

note = "Publisher Copyright: {\textcopyright} 2018 The Authors. Published by Elsevier B.V.; 51st CIRP Conference on Manufacturing Systems, CIRP CMS 2018 ; Conference date: 16-05-2018 Through 18-05-2018",

year = "2018",

doi = "10.1016/j.procir.2018.03.253",

language = "English",

volume = "72",

pages = "462--467",

journal = "Procedia CIRP",

issn = "2212-8271",

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T1 - A real-time cyber modeling approach in MTConnect-based cyber-physical production environment

AU - Kang, Hyoung Seok

AU - Lee, Ju Yeon

PY - 2018

Y1 - 2018

N2 - Cyber-physical production systems (CPPS) is an essential and core technology of smart manufacturing. For the successful implementation of CPPS, a systematic approach for the collection, processing, and application of the manufacturing data is required. In this paper, an algorithm-based systematic approach that can generate a cyber model from the real-time data of a manufacturing site was proposed for this purpose. An algorithm that performs the "mapping," "scaling," and "calibrating" of MTConnect-based manufacturing data into the machine, process, and factory levels was developed, and its application to a manufacture engineering task such as throughput analysis was described through a case study.

AB - Cyber-physical production systems (CPPS) is an essential and core technology of smart manufacturing. For the successful implementation of CPPS, a systematic approach for the collection, processing, and application of the manufacturing data is required. In this paper, an algorithm-based systematic approach that can generate a cyber model from the real-time data of a manufacturing site was proposed for this purpose. An algorithm that performs the "mapping," "scaling," and "calibrating" of MTConnect-based manufacturing data into the machine, process, and factory levels was developed, and its application to a manufacture engineering task such as throughput analysis was described through a case study.

KW - Cyber-physical systems

KW - Interoperability

KW - MTConnect

KW - Real-time information modeling

KW - Smart manufacturing

UR - https://www.scopus.com/pages/publications/85049553857

U2 - 10.1016/j.procir.2018.03.253

DO - 10.1016/j.procir.2018.03.253

M3 - Conference article

AN - SCOPUS:85049553857

SN - 2212-8271

VL - 72

SP - 462

EP - 467

JO - Procedia CIRP

JF - Procedia CIRP

T2 - 51st CIRP Conference on Manufacturing Systems, CIRP CMS 2018

Y2 - 16 May 2018 through 18 May 2018

ER -

A real-time cyber modeling approach in MTConnect-based cyber-physical production environment

Abstract

UN SDGs

Keywords

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