{"id":"https://openalex.org/W2058289959","doi":"https://doi.org/10.1080/09511921003667698","title":"Prediction of the quality of pulsed metal inert gas welding using statistical parameters of arc signals in artificial neural network","display_name":"Prediction of the quality of pulsed metal inert gas welding using statistical parameters of arc signals in artificial neural network","publication_year":2010,"publication_date":"2010-04-25","ids":{"openalex":"https://openalex.org/W2058289959","doi":"https://doi.org/10.1080/09511921003667698","mag":"2058289959"},"language":"en","primary_location":{"id":"doi:10.1080/09511921003667698","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09511921003667698","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-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/A5045640881","display_name":"Sukhomay Pal","orcid":"https://orcid.org/0000-0003-2640-9317"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["IN","ZA"],"is_corresponding":true,"raw_author_name":"Sukhomay Pal","raw_affiliation_strings":["Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering, University of Pretoria, Pretoria, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045640881","display_name":"Sukhomay Pal","orcid":"https://orcid.org/0000-0003-2640-9317"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["IN","ZA"],"is_corresponding":false,"raw_author_name":"Sukhomay Pal","raw_affiliation_strings":["Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","Department of Mechanical Engineering, Indian Institute of Technology, Kharagpur, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Indian Institute of Technology, Kharagpur, India#TAB#","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027109480","display_name":"Surjya K. Pal","orcid":"https://orcid.org/0000-0003-2182-6349"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["IN","ZA"],"is_corresponding":false,"raw_author_name":"Surjya K. Pal","raw_affiliation_strings":["Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","Department of Mechanical Engineering, Indian Institute of Technology, Kharagpur, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Indian Institute of Technology, Kharagpur, India#TAB#","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027109480","display_name":"Surjya K. Pal","orcid":"https://orcid.org/0000-0003-2182-6349"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]},{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["IN","ZA"],"is_corresponding":true,"raw_author_name":"Surjya K. Pal","raw_affiliation_strings":["Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Dynamic Systems Group (DSG), Department of Mechanical and Aeronautical Engineering , University of Pretoria , Pretoria, 0002, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054043779","display_name":"Arun Kumar Samantaray","orcid":"https://orcid.org/0000-0002-2204-2389"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. K. Samantaray","raw_affiliation_strings":["Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering , Indian Institute of Technology Kharagpur , 721302, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027109480","https://openalex.org/A5045640881"],"corresponding_institution_ids":["https://openalex.org/I145894827","https://openalex.org/I69552723"],"apc_list":null,"apc_paid":null,"fwci":1.6898,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.84798808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"23","issue":"5","first_page":"453","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998999834060669,"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":0.9998999834060669,"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7866156101226807},{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.7675879597663879},{"id":"https://openalex.org/keywords/inert-gas","display_name":"Inert gas","score":0.7049176692962646},{"id":"https://openalex.org/keywords/gas-metal-arc-welding","display_name":"Gas metal arc welding","score":0.6123309135437012},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.600216269493103},{"id":"https://openalex.org/keywords/arc","display_name":"Arc (geometry)","score":0.4375922977924347},{"id":"https://openalex.org/keywords/arc-welding","display_name":"Arc welding","score":0.41711729764938354},{"id":"https://openalex.org/keywords/submerged-arc-welding","display_name":"Submerged arc welding","score":0.41578465700149536},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.3389655351638794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33184635639190674},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3201863765716553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24779647588729858}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7866156101226807},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.7675879597663879},{"id":"https://openalex.org/C55766333","wikidata":"https://www.wikidata.org/wiki/Q11136680","display_name":"Inert gas","level":2,"score":0.7049176692962646},{"id":"https://openalex.org/C50916996","wikidata":"https://www.wikidata.org/wiki/Q1765723","display_name":"Gas metal arc welding","level":4,"score":0.6123309135437012},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.600216269493103},{"id":"https://openalex.org/C83415579","wikidata":"https://www.wikidata.org/wiki/Q161973","display_name":"Arc (geometry)","level":2,"score":0.4375922977924347},{"id":"https://openalex.org/C20480867","wikidata":"https://www.wikidata.org/wiki/Q422937","display_name":"Arc welding","level":3,"score":0.41711729764938354},{"id":"https://openalex.org/C54856674","wikidata":"https://www.wikidata.org/wiki/Q1999649","display_name":"Submerged arc welding","level":4,"score":0.41578465700149536},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3389655351638794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33184635639190674},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3201863765716553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24779647588729858},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09511921003667698","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09511921003667698","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W153984714","https://openalex.org/W1506545980","https://openalex.org/W1563639625","https://openalex.org/W1605959661","https://openalex.org/W1965698486","https://openalex.org/W1995058231","https://openalex.org/W2007444582","https://openalex.org/W2011141613","https://openalex.org/W2013076743","https://openalex.org/W2038128936","https://openalex.org/W2073132612","https://openalex.org/W2076422651","https://openalex.org/W2110905430","https://openalex.org/W2111274283","https://openalex.org/W2124776405","https://openalex.org/W2132622721","https://openalex.org/W2170875155","https://openalex.org/W2464213028","https://openalex.org/W2909171311","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1587018302","https://openalex.org/W4313117695","https://openalex.org/W2939834046","https://openalex.org/W4381743282","https://openalex.org/W2285628005","https://openalex.org/W4240499178","https://openalex.org/W4386392430","https://openalex.org/W4230249138","https://openalex.org/W2765267225","https://openalex.org/W3184619856"],"abstract_inverted_index":{"One":[0],"of":[1,10,37,51,68,109,120],"the":[2,8,34,38,88,97,106,114,133],"big":[3],"challenges":[4],"in":[5,24],"welding":[6,30,59],"is":[7],"prediction":[9,23,93,119],"weld-quality":[11,22],"without":[12],"destructive":[13],"test.":[14],"This":[15],"work":[16],"introduces":[17],"an":[18],"intelligent":[19],"system":[20],"for":[21],"a":[25,66,128],"pulsed":[26],"metal":[27],"inert":[28],"gas":[29],"process":[31,45,62,115,134],"based":[32],"on":[33],"statistical":[35,49,107],"parameters":[36,46,50,108,135],"acquired":[39],"current":[40],"and":[41,47,80],"voltage":[42],"signals.":[43],"Six":[44],"10":[48],"arc":[52,110],"signals":[53,111],"are":[54,70],"used":[55],"to":[56,75,86,125],"describe":[57],"various":[58],"conditions.":[60],"These":[61],"features":[63],"obtained":[64],"from":[65,127],"set":[67],"experiments":[69],"employed":[71],"as":[72,123,136],"input":[73],"patterns":[74],"back":[76],"propagation":[77],"neural":[78,98],"network":[79,84,99],"radial":[81],"basis":[82],"function":[83],"models":[85],"predict":[87],"corresponding":[89],"weld":[90,121],"qualities.":[91],"The":[92],"errors":[94],"show":[95],"that":[96,126],"model,":[100],"which":[101],"has":[102],"been":[103],"trained":[104],"with":[105,113,131],"along":[112],"parameters,":[116],"gives":[117],"superior":[118],"quality":[122],"compared":[124],"model":[129],"developed":[130],"only":[132],"its":[137],"inputs.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-29T08:53:18.405633","created_date":"2025-10-10T00:00:00"}
