A digital twin-driven production management system for production workshop
With the rapid development of smart manufacturing, some challenges are emerging in the production management, including the utilization of information technology and the elimination of dynamic disturbance. A digital twin-driven production management system (DTPMS) can dynamically simulate and optimi...
Gespeichert in:
Veröffentlicht in: | International journal of advanced manufacturing technology 2020-09, Vol.110 (5-6), p.1385-1397 |
---|---|
Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1397 |
---|---|
container_issue | 5-6 |
container_start_page | 1385 |
container_title | International journal of advanced manufacturing technology |
container_volume | 110 |
creator | Ma, Jun Chen, Huimin Zhang, Yu Guo, Hongfei Ren, Yaping Mo, Rong Liu, Luyang |
description | With the rapid development of smart manufacturing, some challenges are emerging in the production management, including the utilization of information technology and the elimination of dynamic disturbance. A digital twin-driven production management system (DTPMS) can dynamically simulate and optimize production processes in manufacturing and achieve real-time synchronization, high fidelity, and real-virtual fusion in cyber-physical production. This paper focuses on establishing DTPMS for production life-cycle management. First, we illustrate how to integrate digital twin technology and simulation platforms. Second, a framework of DTPMS is proposed to support a cyber-physical system of production workshop, including product design, product manufacturing, and intelligent service management. Finally, the proposed DTPMS is applied to the production process of a heavy-duty vehicle gearbox. The experimental results indicate that the defective rate of products and the in-process inventory are reduced by 34% and 89%, respectively, while the one-time pass rate of product inspection is increased by 14.2%, which demonstrates the feasibility and effectiveness of the DTPMS. |
doi_str_mv | 10.1007/s00170-020-05977-5 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2490868118</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2490868118</sourcerecordid><originalsourceid>FETCH-LOGICAL-c390t-fddeef9cdfc689aa71641eac568c429f7aab1ba7233490556625b9f943d7d5d33</originalsourceid><addsrcrecordid>eNp9kMtKAzEUhoMoWKsv4GrAdTSXyW1ZilcKbnQd0lzq1E6mJjOWvr3REXTVxeFsvu8_hx-AS4yuMULiJiOEBYKIlGFKCMiOwATXlEKKMDsGE0S4hFRweQrOcl4XnGMuJ-BpVrlm1fRmU_W7JkKXmk8fq23q3GD7potVa6JZ-dbHvsr73Pu2Cl36D-y69J7fuu05OAlmk_3F756C17vbl_kDXDzfP85nC2ipQj0MznkflHXBcqmMEZjX2BvLuLQ1UUEYs8RLIwiltUKMcU7YUgVVUyccc5ROwdWYW374GHzu9bobUiwnNSmG5BJjeZiiUijBES8UGSmbupyTD3qbmtakvcZIfzerx2Z1aVb_NKtZkego5QLHlU9_0QesLzfse_I</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2438797606</pqid></control><display><type>article</type><title>A digital twin-driven production management system for production workshop</title><source>SpringerNature Journals</source><creator>Ma, Jun ; Chen, Huimin ; Zhang, Yu ; Guo, Hongfei ; Ren, Yaping ; Mo, Rong ; Liu, Luyang</creator><creatorcontrib>Ma, Jun ; Chen, Huimin ; Zhang, Yu ; Guo, Hongfei ; Ren, Yaping ; Mo, Rong ; Liu, Luyang</creatorcontrib><description>With the rapid development of smart manufacturing, some challenges are emerging in the production management, including the utilization of information technology and the elimination of dynamic disturbance. A digital twin-driven production management system (DTPMS) can dynamically simulate and optimize production processes in manufacturing and achieve real-time synchronization, high fidelity, and real-virtual fusion in cyber-physical production. This paper focuses on establishing DTPMS for production life-cycle management. First, we illustrate how to integrate digital twin technology and simulation platforms. Second, a framework of DTPMS is proposed to support a cyber-physical system of production workshop, including product design, product manufacturing, and intelligent service management. Finally, the proposed DTPMS is applied to the production process of a heavy-duty vehicle gearbox. The experimental results indicate that the defective rate of products and the in-process inventory are reduced by 34% and 89%, respectively, while the one-time pass rate of product inspection is increased by 14.2%, which demonstrates the feasibility and effectiveness of the DTPMS.</description><identifier>ISSN: 0268-3768</identifier><identifier>EISSN: 1433-3015</identifier><identifier>DOI: 10.1007/s00170-020-05977-5</identifier><language>eng</language><publisher>London: Springer London</publisher><subject>CAE) and Design ; Computer-Aided Engineering (CAD ; Cyber-physical systems ; Digital twins ; Engineering ; Gearboxes ; Industrial and Production Engineering ; Inspection ; Manufacturing ; Mechanical Engineering ; Media Management ; Original Article ; Product design ; Production management ; Time synchronization ; Workshops</subject><ispartof>International journal of advanced manufacturing technology, 2020-09, Vol.110 (5-6), p.1385-1397</ispartof><rights>Springer-Verlag London Ltd., part of Springer Nature 2020</rights><rights>Springer-Verlag London Ltd., part of Springer Nature 2020.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c390t-fddeef9cdfc689aa71641eac568c429f7aab1ba7233490556625b9f943d7d5d33</citedby><cites>FETCH-LOGICAL-c390t-fddeef9cdfc689aa71641eac568c429f7aab1ba7233490556625b9f943d7d5d33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00170-020-05977-5$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00170-020-05977-5$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Ma, Jun</creatorcontrib><creatorcontrib>Chen, Huimin</creatorcontrib><creatorcontrib>Zhang, Yu</creatorcontrib><creatorcontrib>Guo, Hongfei</creatorcontrib><creatorcontrib>Ren, Yaping</creatorcontrib><creatorcontrib>Mo, Rong</creatorcontrib><creatorcontrib>Liu, Luyang</creatorcontrib><title>A digital twin-driven production management system for production workshop</title><title>International journal of advanced manufacturing technology</title><addtitle>Int J Adv Manuf Technol</addtitle><description>With the rapid development of smart manufacturing, some challenges are emerging in the production management, including the utilization of information technology and the elimination of dynamic disturbance. A digital twin-driven production management system (DTPMS) can dynamically simulate and optimize production processes in manufacturing and achieve real-time synchronization, high fidelity, and real-virtual fusion in cyber-physical production. This paper focuses on establishing DTPMS for production life-cycle management. First, we illustrate how to integrate digital twin technology and simulation platforms. Second, a framework of DTPMS is proposed to support a cyber-physical system of production workshop, including product design, product manufacturing, and intelligent service management. Finally, the proposed DTPMS is applied to the production process of a heavy-duty vehicle gearbox. The experimental results indicate that the defective rate of products and the in-process inventory are reduced by 34% and 89%, respectively, while the one-time pass rate of product inspection is increased by 14.2%, which demonstrates the feasibility and effectiveness of the DTPMS.</description><subject>CAE) and Design</subject><subject>Computer-Aided Engineering (CAD</subject><subject>Cyber-physical systems</subject><subject>Digital twins</subject><subject>Engineering</subject><subject>Gearboxes</subject><subject>Industrial and Production Engineering</subject><subject>Inspection</subject><subject>Manufacturing</subject><subject>Mechanical Engineering</subject><subject>Media Management</subject><subject>Original Article</subject><subject>Product design</subject><subject>Production management</subject><subject>Time synchronization</subject><subject>Workshops</subject><issn>0268-3768</issn><issn>1433-3015</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp9kMtKAzEUhoMoWKsv4GrAdTSXyW1ZilcKbnQd0lzq1E6mJjOWvr3REXTVxeFsvu8_hx-AS4yuMULiJiOEBYKIlGFKCMiOwATXlEKKMDsGE0S4hFRweQrOcl4XnGMuJ-BpVrlm1fRmU_W7JkKXmk8fq23q3GD7potVa6JZ-dbHvsr73Pu2Cl36D-y69J7fuu05OAlmk_3F756C17vbl_kDXDzfP85nC2ipQj0MznkflHXBcqmMEZjX2BvLuLQ1UUEYs8RLIwiltUKMcU7YUgVVUyccc5ROwdWYW374GHzu9bobUiwnNSmG5BJjeZiiUijBES8UGSmbupyTD3qbmtakvcZIfzerx2Z1aVb_NKtZkego5QLHlU9_0QesLzfse_I</recordid><startdate>20200901</startdate><enddate>20200901</enddate><creator>Ma, Jun</creator><creator>Chen, Huimin</creator><creator>Zhang, Yu</creator><creator>Guo, Hongfei</creator><creator>Ren, Yaping</creator><creator>Mo, Rong</creator><creator>Liu, Luyang</creator><general>Springer London</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20200901</creationdate><title>A digital twin-driven production management system for production workshop</title><author>Ma, Jun ; Chen, Huimin ; Zhang, Yu ; Guo, Hongfei ; Ren, Yaping ; Mo, Rong ; Liu, Luyang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-fddeef9cdfc689aa71641eac568c429f7aab1ba7233490556625b9f943d7d5d33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>CAE) and Design</topic><topic>Computer-Aided Engineering (CAD</topic><topic>Cyber-physical systems</topic><topic>Digital twins</topic><topic>Engineering</topic><topic>Gearboxes</topic><topic>Industrial and Production Engineering</topic><topic>Inspection</topic><topic>Manufacturing</topic><topic>Mechanical Engineering</topic><topic>Media Management</topic><topic>Original Article</topic><topic>Product design</topic><topic>Production management</topic><topic>Time synchronization</topic><topic>Workshops</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ma, Jun</creatorcontrib><creatorcontrib>Chen, Huimin</creatorcontrib><creatorcontrib>Zhang, Yu</creatorcontrib><creatorcontrib>Guo, Hongfei</creatorcontrib><creatorcontrib>Ren, Yaping</creatorcontrib><creatorcontrib>Mo, Rong</creatorcontrib><creatorcontrib>Liu, Luyang</creatorcontrib><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection><jtitle>International journal of advanced manufacturing technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ma, Jun</au><au>Chen, Huimin</au><au>Zhang, Yu</au><au>Guo, Hongfei</au><au>Ren, Yaping</au><au>Mo, Rong</au><au>Liu, Luyang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A digital twin-driven production management system for production workshop</atitle><jtitle>International journal of advanced manufacturing technology</jtitle><stitle>Int J Adv Manuf Technol</stitle><date>2020-09-01</date><risdate>2020</risdate><volume>110</volume><issue>5-6</issue><spage>1385</spage><epage>1397</epage><pages>1385-1397</pages><issn>0268-3768</issn><eissn>1433-3015</eissn><abstract>With the rapid development of smart manufacturing, some challenges are emerging in the production management, including the utilization of information technology and the elimination of dynamic disturbance. A digital twin-driven production management system (DTPMS) can dynamically simulate and optimize production processes in manufacturing and achieve real-time synchronization, high fidelity, and real-virtual fusion in cyber-physical production. This paper focuses on establishing DTPMS for production life-cycle management. First, we illustrate how to integrate digital twin technology and simulation platforms. Second, a framework of DTPMS is proposed to support a cyber-physical system of production workshop, including product design, product manufacturing, and intelligent service management. Finally, the proposed DTPMS is applied to the production process of a heavy-duty vehicle gearbox. The experimental results indicate that the defective rate of products and the in-process inventory are reduced by 34% and 89%, respectively, while the one-time pass rate of product inspection is increased by 14.2%, which demonstrates the feasibility and effectiveness of the DTPMS.</abstract><cop>London</cop><pub>Springer London</pub><doi>10.1007/s00170-020-05977-5</doi><tpages>13</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0268-3768 |
ispartof | International journal of advanced manufacturing technology, 2020-09, Vol.110 (5-6), p.1385-1397 |
issn | 0268-3768 1433-3015 |
language | eng |
recordid | cdi_proquest_journals_2490868118 |
source | SpringerNature Journals |
subjects | CAE) and Design Computer-Aided Engineering (CAD Cyber-physical systems Digital twins Engineering Gearboxes Industrial and Production Engineering Inspection Manufacturing Mechanical Engineering Media Management Original Article Product design Production management Time synchronization Workshops |
title | A digital twin-driven production management system for production workshop |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T09%3A29%3A08IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20digital%20twin-driven%20production%20management%20system%20for%20production%20workshop&rft.jtitle=International%20journal%20of%20advanced%20manufacturing%20technology&rft.au=Ma,%20Jun&rft.date=2020-09-01&rft.volume=110&rft.issue=5-6&rft.spage=1385&rft.epage=1397&rft.pages=1385-1397&rft.issn=0268-3768&rft.eissn=1433-3015&rft_id=info:doi/10.1007/s00170-020-05977-5&rft_dat=%3Cproquest_cross%3E2490868118%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2438797606&rft_id=info:pmid/&rfr_iscdi=true |