{"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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":1.5292,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.8352362,"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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":{"pdf":false,"grobid_xml":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":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}