{"id":"https://openalex.org/W4385730081","doi":"https://doi.org/10.1145/3594806.3594822","title":"Analyzing Arc Welding Techniques improves Skill Level Assessment in Industrial Manufacturing Processes","display_name":"Analyzing Arc Welding Techniques improves Skill Level Assessment in Industrial Manufacturing Processes","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4385730081","doi":"https://doi.org/10.1145/3594806.3594822"},"language":"en","primary_location":{"id":"doi:10.1145/3594806.3594822","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3594806.3594822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092294830","display_name":"Markus Laube","orcid":"https://orcid.org/0009-0002-0867-2699"},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Markus Laube","raw_affiliation_strings":["Pro2Future GmbH, Austria"],"raw_orcid":"https://orcid.org/0009-0002-0867-2699","affiliations":[{"raw_affiliation_string":"Pro2Future GmbH, Austria","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055860431","display_name":"Georgios Sopidis","orcid":"https://orcid.org/0009-0004-5527-4161"},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Georgios Sopidis","raw_affiliation_strings":["Pro2Future GmbH, Austria"],"raw_orcid":"https://orcid.org/0009-0004-5527-4161","affiliations":[{"raw_affiliation_string":"Pro2Future GmbH, Austria","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044571066","display_name":"Bernhard Anzengruber-T\u00e1nase","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Anzengruber-Tanase","raw_affiliation_strings":["Pro2Future GmbH, Austria"],"raw_orcid":"https://orcid.org/0009-0003-0507-0729","affiliations":[{"raw_affiliation_string":"Pro2Future GmbH, Austria","institution_ids":["https://openalex.org/I4210127322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089575499","display_name":"Alois Ferscha","orcid":null},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alois Ferscha","raw_affiliation_strings":["Johannes Kepler University, Austria"],"raw_orcid":"https://orcid.org/0009-0000-7861-3497","affiliations":[{"raw_affiliation_string":"Johannes Kepler University, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019237886","display_name":"Michael Haslgr\u00fcbler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127322","display_name":"Procomcure Biotech (Austria)","ror":"https://ror.org/035g5pd63","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210127322"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Haslgr\u00fcbler","raw_affiliation_strings":["Pro2Future GmbH, Austria"],"raw_orcid":"https://orcid.org/0000-0002-6817-9639","affiliations":[{"raw_affiliation_string":"Pro2Future GmbH, Austria","institution_ids":["https://openalex.org/I4210127322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092294830"],"corresponding_institution_ids":["https://openalex.org/I4210127322"],"apc_list":null,"apc_paid":null,"fwci":0.5064,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.5961834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.8430773615837097},{"id":"https://openalex.org/keywords/robot-welding","display_name":"Robot welding","score":0.5092135667800903},{"id":"https://openalex.org/keywords/arc-welding","display_name":"Arc welding","score":0.4940944015979767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.471420019865036},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.38270679116249084},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.37094324827194214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3581210970878601},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30244702100753784}],"concepts":[{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.8430773615837097},{"id":"https://openalex.org/C118198166","wikidata":"https://www.wikidata.org/wiki/Q2327264","display_name":"Robot welding","level":3,"score":0.5092135667800903},{"id":"https://openalex.org/C20480867","wikidata":"https://www.wikidata.org/wiki/Q422937","display_name":"Arc welding","level":3,"score":0.4940944015979767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.471420019865036},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.38270679116249084},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.37094324827194214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3581210970878601},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30244702100753784}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3594806.3594822","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3594806.3594822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2754051771","https://openalex.org/W2767827638","https://openalex.org/W2799972315","https://openalex.org/W2901197014","https://openalex.org/W2904910227","https://openalex.org/W3007075806","https://openalex.org/W3041528150","https://openalex.org/W3122768396","https://openalex.org/W3126445317","https://openalex.org/W3135810397","https://openalex.org/W3196029727","https://openalex.org/W3197233787","https://openalex.org/W3198903282","https://openalex.org/W4205542429","https://openalex.org/W4205565757","https://openalex.org/W4206256954","https://openalex.org/W4210586242","https://openalex.org/W4285006818","https://openalex.org/W4296117669","https://openalex.org/W4304691756"],"related_works":["https://openalex.org/W2631231877","https://openalex.org/W2684211623","https://openalex.org/W4285161180","https://openalex.org/W2790593126","https://openalex.org/W4280568581","https://openalex.org/W2347684284","https://openalex.org/W2094521293","https://openalex.org/W2806740764","https://openalex.org/W1537776552","https://openalex.org/W1995058231"],"abstract_inverted_index":{"Manual":[0],"metal":[1,12],"arc":[2,77,135],"welding":[3,19,27,41,57,103,115,176,206],"is":[4],"a":[5,93,196],"common":[6],"and":[7,84,141,144],"important":[8],"part":[9],"of":[10,18,63,133,166,198,204,212],"the":[11,16,23,40,53,61,64,69,72,76,80,85,129,134,147,167,181,187,191,199,209,213],"manufacturing":[13,104],"industry.":[14],"Although":[15],"capabilities":[17],"robots":[20],"improved":[21],"in":[22,47,96,110,190],"past":[24],"century":[25],"special":[26],"tasks":[28,116],"can":[29],"only":[30],"be":[31],"performed":[32,73],"by":[33],"human":[34],"workers.":[35],"Thus,":[36],"research":[37,94],"about":[38],"analyzing":[39],"quality":[42,58],"automatically":[43],"to":[44,127,159,179],"support":[45],"workers":[46],"real":[48],"time":[49],"gained":[50],"importance":[51],"during":[52],"last":[54],"years.":[55],"The":[56,169],"depends":[59],"on":[60,156,174,186],"skills":[62],"worker.":[65],"Recent":[66],"studies":[67,91],"corroborated":[68],"correlation":[70],"between":[71],"movements":[74],"with":[75],"welder":[78,136],"(and":[79],"corresponding":[81],"torch":[82],"manipulation)":[83],"welder\u2019s":[86],"skill":[87,98,163],"level.":[88],"However,":[89],"related":[90],"reveal":[92],"gap":[95],"developing":[97],"level":[99,164],"assessment":[100,165],"for":[101],"real-world":[102],"processes.":[105],"An":[106],"adapted":[107],"experimental":[108],"design":[109],"this":[111,118,157],"study":[112],"involving":[113],"realistic":[114],"addresses":[117],"gap.":[119],"A":[120],"specialized":[121],"Weld":[122],"Monitoring":[123],"System":[124],"was":[125,154,172],"used":[126],"record":[128],"three":[130],"dimensional":[131],"movement":[132],"through":[137],"an":[138,161],"embedded":[139],"IMU":[140],"its":[142],"current":[143],"voltage":[145],"from":[146],"power":[148],"source":[149],"synchronously.":[150],"State-of-the-art":[151],"deep":[152],"learning":[153],"applied":[155],"data":[158,200,203],"generate":[160],"online":[162],"welder.":[168],"classifier\u2019s":[170],"performance":[171,211],"analyzed":[173],"each":[175],"technique":[177],"separately":[178],"optimize":[180],"network":[182],"structure":[183],"accordingly,":[184],"based":[185],"revealed":[188],"differences":[189],"reached":[192],"accuracies.":[193],"Finally,":[194],"using":[195],"subset":[197],"excluding":[201],"recorded":[202],"certain":[205],"techniques":[207],"increased":[208],"overall":[210],"classifier.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}