The Architecture, Methodology and Implementation of STEP-NC Compliant Closed-Loop Robot Machining System

Industrial robots are gradually being employed in machining processes, particularly the cutting process, owing to their flexibility, mobility, and economic efficiency. However, it is difficult to make the manufacturing process intelligent owing to the complexity of robot machining process informatio...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE access 2022, Vol.10, p.100408-100425
Hauptverfasser: Hu, Po, Li, Jie, Guo, Jingbo, Zhang, Lianpeng, Feng, Jie
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 100425
container_issue
container_start_page 100408
container_title IEEE access
container_volume 10
creator Hu, Po
Li, Jie
Guo, Jingbo
Zhang, Lianpeng
Feng, Jie
description Industrial robots are gradually being employed in machining processes, particularly the cutting process, owing to their flexibility, mobility, and economic efficiency. However, it is difficult to make the manufacturing process intelligent owing to the complexity of robot machining process information handling and programming. In this paper, the architecture of a STEP-NC compliant closed-loop robot machining system was designed, including its function model and information stream. A methodology based on STEP-NC was established to enable the analysis of high-level information directly and automatically generating robot program according to the actual machining conditions. The STEP-NC Application Activity Model (AAM) and Application Reference Model (ARM) of closed-loop robot machining system is built to integrate the machining process data, monitoring and inspection data, mechanical equipment data, machining status data and inspection result data within a unified data flow, making it possible to realize intelligent manufacturing and adaptively adjusting the robot machining process. The proposed closed-loop robot machining system was implemented based on an open STEP-NC interpreter that interprets the high-level information in STEP-NC directly to reduce machining robot programming time. An industrial camera was integrated with the robot for rawpiece positioning, then the STEP-NC interpreter can generate robot path rapidly according to the parameters of manufacturing features and position of rawpiece. The STEP-NC interpreter can generate a robot control program or communicate with a software controller using an application program interface, so it can be integrated with both existing industrial robot controllers and future open robot controllers. Finally, case studies are conducted for the functional verification of the proposed STEP-NC compliant closed-loop robot machining system.
doi_str_mv 10.1109/ACCESS.2022.3208160
format Article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_proquest_journals_2718786444</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9895388</ieee_id><doaj_id>oai_doaj_org_article_ec0c2ea319ab4e5a98c76698f439359b</doaj_id><sourcerecordid>2718786444</sourcerecordid><originalsourceid>FETCH-LOGICAL-c408t-86620051c037763b591c6a9de82198e061e6a24e67c034e29be622a12649df143</originalsourceid><addsrcrecordid>eNpNUctO6zAQjRBIIOAL2FhiS4pfcexlFRVupfIQLWvLcSZtqjRTHHfRv78pQYjZzGjmPEY6SXLH6IQxah6nRTFbLieccj4RnGqm6FlyxZkyqciEOv8zXya3fb-lQw0ok-VXyWa1ATINftNE8PEQ4IG8QNxghS2uj8R1FZnv9i3soIsuNtgRrMlyNXtPXwtS4HBqXBdJ0WIPVbpA3JMPLDGSFzdodk23JstjH2F3k1zUru3h9qdfJ59Ps1XxL128Pc-L6SL1kuqYaqU4pRnzVOS5EmVmmFfOVKA5MxqoYqAcl6DyASGBmxIU545xJU1VMymuk_moW6Hb2n1odi4cLbrGfi8wrK0LsfEtWPDUc3CCGVdKyJzRPlfK6FoKIzJTDlr3o9Y-4NcB-mi3eAjd8L7lOdO5VlKeHMWI8gH7PkD968qoPSVkx4TsKSH7k9DAuhtZDQD8Mow2mdBa_AfiQIqc</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2718786444</pqid></control><display><type>article</type><title>The Architecture, Methodology and Implementation of STEP-NC Compliant Closed-Loop Robot Machining System</title><source>IEEE Open Access Journals</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Hu, Po ; Li, Jie ; Guo, Jingbo ; Zhang, Lianpeng ; Feng, Jie</creator><creatorcontrib>Hu, Po ; Li, Jie ; Guo, Jingbo ; Zhang, Lianpeng ; Feng, Jie</creatorcontrib><description>Industrial robots are gradually being employed in machining processes, particularly the cutting process, owing to their flexibility, mobility, and economic efficiency. However, it is difficult to make the manufacturing process intelligent owing to the complexity of robot machining process information handling and programming. In this paper, the architecture of a STEP-NC compliant closed-loop robot machining system was designed, including its function model and information stream. A methodology based on STEP-NC was established to enable the analysis of high-level information directly and automatically generating robot program according to the actual machining conditions. The STEP-NC Application Activity Model (AAM) and Application Reference Model (ARM) of closed-loop robot machining system is built to integrate the machining process data, monitoring and inspection data, mechanical equipment data, machining status data and inspection result data within a unified data flow, making it possible to realize intelligent manufacturing and adaptively adjusting the robot machining process. The proposed closed-loop robot machining system was implemented based on an open STEP-NC interpreter that interprets the high-level information in STEP-NC directly to reduce machining robot programming time. An industrial camera was integrated with the robot for rawpiece positioning, then the STEP-NC interpreter can generate robot path rapidly according to the parameters of manufacturing features and position of rawpiece. The STEP-NC interpreter can generate a robot control program or communicate with a software controller using an application program interface, so it can be integrated with both existing industrial robot controllers and future open robot controllers. Finally, case studies are conducted for the functional verification of the proposed STEP-NC compliant closed-loop robot machining system.</description><identifier>ISSN: 2169-3536</identifier><identifier>EISSN: 2169-3536</identifier><identifier>DOI: 10.1109/ACCESS.2022.3208160</identifier><identifier>CODEN: IAECCG</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Automation ; Closed loop systems ; Closed-loop machining ; Controllers ; Data models ; Industrial robots ; Inspection ; Intelligent manufacturing systems ; Interpreters ; Machining ; machining robot ; Manufacturing ; open STEP-NC interpreter ; Process control ; Robot control ; Robot kinematics ; Robots ; Service robots ; STEP-NC standard</subject><ispartof>IEEE access, 2022, Vol.10, p.100408-100425</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-86620051c037763b591c6a9de82198e061e6a24e67c034e29be622a12649df143</citedby><cites>FETCH-LOGICAL-c408t-86620051c037763b591c6a9de82198e061e6a24e67c034e29be622a12649df143</cites><orcidid>0000-0003-1458-3967 ; 0000-0001-8612-1521</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9895388$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,777,781,861,2096,4010,27614,27904,27905,27906,54914</link.rule.ids></links><search><creatorcontrib>Hu, Po</creatorcontrib><creatorcontrib>Li, Jie</creatorcontrib><creatorcontrib>Guo, Jingbo</creatorcontrib><creatorcontrib>Zhang, Lianpeng</creatorcontrib><creatorcontrib>Feng, Jie</creatorcontrib><title>The Architecture, Methodology and Implementation of STEP-NC Compliant Closed-Loop Robot Machining System</title><title>IEEE access</title><addtitle>Access</addtitle><description>Industrial robots are gradually being employed in machining processes, particularly the cutting process, owing to their flexibility, mobility, and economic efficiency. However, it is difficult to make the manufacturing process intelligent owing to the complexity of robot machining process information handling and programming. In this paper, the architecture of a STEP-NC compliant closed-loop robot machining system was designed, including its function model and information stream. A methodology based on STEP-NC was established to enable the analysis of high-level information directly and automatically generating robot program according to the actual machining conditions. The STEP-NC Application Activity Model (AAM) and Application Reference Model (ARM) of closed-loop robot machining system is built to integrate the machining process data, monitoring and inspection data, mechanical equipment data, machining status data and inspection result data within a unified data flow, making it possible to realize intelligent manufacturing and adaptively adjusting the robot machining process. The proposed closed-loop robot machining system was implemented based on an open STEP-NC interpreter that interprets the high-level information in STEP-NC directly to reduce machining robot programming time. An industrial camera was integrated with the robot for rawpiece positioning, then the STEP-NC interpreter can generate robot path rapidly according to the parameters of manufacturing features and position of rawpiece. The STEP-NC interpreter can generate a robot control program or communicate with a software controller using an application program interface, so it can be integrated with both existing industrial robot controllers and future open robot controllers. Finally, case studies are conducted for the functional verification of the proposed STEP-NC compliant closed-loop robot machining system.</description><subject>Automation</subject><subject>Closed loop systems</subject><subject>Closed-loop machining</subject><subject>Controllers</subject><subject>Data models</subject><subject>Industrial robots</subject><subject>Inspection</subject><subject>Intelligent manufacturing systems</subject><subject>Interpreters</subject><subject>Machining</subject><subject>machining robot</subject><subject>Manufacturing</subject><subject>open STEP-NC interpreter</subject><subject>Process control</subject><subject>Robot control</subject><subject>Robot kinematics</subject><subject>Robots</subject><subject>Service robots</subject><subject>STEP-NC standard</subject><issn>2169-3536</issn><issn>2169-3536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNpNUctO6zAQjRBIIOAL2FhiS4pfcexlFRVupfIQLWvLcSZtqjRTHHfRv78pQYjZzGjmPEY6SXLH6IQxah6nRTFbLieccj4RnGqm6FlyxZkyqciEOv8zXya3fb-lQw0ok-VXyWa1ATINftNE8PEQ4IG8QNxghS2uj8R1FZnv9i3soIsuNtgRrMlyNXtPXwtS4HBqXBdJ0WIPVbpA3JMPLDGSFzdodk23JstjH2F3k1zUru3h9qdfJ59Ps1XxL128Pc-L6SL1kuqYaqU4pRnzVOS5EmVmmFfOVKA5MxqoYqAcl6DyASGBmxIU545xJU1VMymuk_moW6Hb2n1odi4cLbrGfi8wrK0LsfEtWPDUc3CCGVdKyJzRPlfK6FoKIzJTDlr3o9Y-4NcB-mi3eAjd8L7lOdO5VlKeHMWI8gH7PkD968qoPSVkx4TsKSH7k9DAuhtZDQD8Mow2mdBa_AfiQIqc</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Hu, Po</creator><creator>Li, Jie</creator><creator>Guo, Jingbo</creator><creator>Zhang, Lianpeng</creator><creator>Feng, Jie</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-1458-3967</orcidid><orcidid>https://orcid.org/0000-0001-8612-1521</orcidid></search><sort><creationdate>2022</creationdate><title>The Architecture, Methodology and Implementation of STEP-NC Compliant Closed-Loop Robot Machining System</title><author>Hu, Po ; Li, Jie ; Guo, Jingbo ; Zhang, Lianpeng ; Feng, Jie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-86620051c037763b591c6a9de82198e061e6a24e67c034e29be622a12649df143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Automation</topic><topic>Closed loop systems</topic><topic>Closed-loop machining</topic><topic>Controllers</topic><topic>Data models</topic><topic>Industrial robots</topic><topic>Inspection</topic><topic>Intelligent manufacturing systems</topic><topic>Interpreters</topic><topic>Machining</topic><topic>machining robot</topic><topic>Manufacturing</topic><topic>open STEP-NC interpreter</topic><topic>Process control</topic><topic>Robot control</topic><topic>Robot kinematics</topic><topic>Robots</topic><topic>Service robots</topic><topic>STEP-NC standard</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hu, Po</creatorcontrib><creatorcontrib>Li, Jie</creatorcontrib><creatorcontrib>Guo, Jingbo</creatorcontrib><creatorcontrib>Zhang, Lianpeng</creatorcontrib><creatorcontrib>Feng, Jie</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE access</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hu, Po</au><au>Li, Jie</au><au>Guo, Jingbo</au><au>Zhang, Lianpeng</au><au>Feng, Jie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Architecture, Methodology and Implementation of STEP-NC Compliant Closed-Loop Robot Machining System</atitle><jtitle>IEEE access</jtitle><stitle>Access</stitle><date>2022</date><risdate>2022</risdate><volume>10</volume><spage>100408</spage><epage>100425</epage><pages>100408-100425</pages><issn>2169-3536</issn><eissn>2169-3536</eissn><coden>IAECCG</coden><abstract>Industrial robots are gradually being employed in machining processes, particularly the cutting process, owing to their flexibility, mobility, and economic efficiency. However, it is difficult to make the manufacturing process intelligent owing to the complexity of robot machining process information handling and programming. In this paper, the architecture of a STEP-NC compliant closed-loop robot machining system was designed, including its function model and information stream. A methodology based on STEP-NC was established to enable the analysis of high-level information directly and automatically generating robot program according to the actual machining conditions. The STEP-NC Application Activity Model (AAM) and Application Reference Model (ARM) of closed-loop robot machining system is built to integrate the machining process data, monitoring and inspection data, mechanical equipment data, machining status data and inspection result data within a unified data flow, making it possible to realize intelligent manufacturing and adaptively adjusting the robot machining process. The proposed closed-loop robot machining system was implemented based on an open STEP-NC interpreter that interprets the high-level information in STEP-NC directly to reduce machining robot programming time. An industrial camera was integrated with the robot for rawpiece positioning, then the STEP-NC interpreter can generate robot path rapidly according to the parameters of manufacturing features and position of rawpiece. The STEP-NC interpreter can generate a robot control program or communicate with a software controller using an application program interface, so it can be integrated with both existing industrial robot controllers and future open robot controllers. Finally, case studies are conducted for the functional verification of the proposed STEP-NC compliant closed-loop robot machining system.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/ACCESS.2022.3208160</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0003-1458-3967</orcidid><orcidid>https://orcid.org/0000-0001-8612-1521</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2169-3536
ispartof IEEE access, 2022, Vol.10, p.100408-100425
issn 2169-3536
2169-3536
language eng
recordid cdi_proquest_journals_2718786444
source IEEE Open Access Journals; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects Automation
Closed loop systems
Closed-loop machining
Controllers
Data models
Industrial robots
Inspection
Intelligent manufacturing systems
Interpreters
Machining
machining robot
Manufacturing
open STEP-NC interpreter
Process control
Robot control
Robot kinematics
Robots
Service robots
STEP-NC standard
title The Architecture, Methodology and Implementation of STEP-NC Compliant Closed-Loop Robot Machining System
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-20T07%3A25%3A44IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20Architecture,%20Methodology%20and%20Implementation%20of%20STEP-NC%20Compliant%20Closed-Loop%20Robot%20Machining%20System&rft.jtitle=IEEE%20access&rft.au=Hu,%20Po&rft.date=2022&rft.volume=10&rft.spage=100408&rft.epage=100425&rft.pages=100408-100425&rft.issn=2169-3536&rft.eissn=2169-3536&rft.coden=IAECCG&rft_id=info:doi/10.1109/ACCESS.2022.3208160&rft_dat=%3Cproquest_doaj_%3E2718786444%3C/proquest_doaj_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2718786444&rft_id=info:pmid/&rft_ieee_id=9895388&rft_doaj_id=oai_doaj_org_article_ec0c2ea319ab4e5a98c76698f439359b&rfr_iscdi=true