{"id":"https://openalex.org/W2964320111","doi":"https://doi.org/10.3233/jifs-190542","title":"Accurate characterization of weld appearance induced by T-joint laser stake-welding by integration of ANFIS approach and numerical simulation","display_name":"Accurate characterization of weld appearance induced by T-joint laser stake-welding by integration of ANFIS approach and numerical simulation","publication_year":2019,"publication_date":"2019-07-23","ids":{"openalex":"https://openalex.org/W2964320111","doi":"https://doi.org/10.3233/jifs-190542","mag":"2964320111"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-190542","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190542","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5100687941","display_name":"Di Wu","orcid":"https://orcid.org/0000-0003-4325-2999"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Wu","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052575128","display_name":"Jieshi Chen","orcid":"https://orcid.org/0000-0002-5891-496X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jieshi Chen","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599492","display_name":"Hongbing Liu","orcid":"https://orcid.org/0000-0002-4839-6054"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongbing Liu","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062436292","display_name":"Peilei Zhang","orcid":"https://orcid.org/0000-0002-2342-5832"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peilei Zhang","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100306026","display_name":"Zhishui Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhishui Yu","raw_affiliation_strings":["School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Materials Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052575128","https://openalex.org/A5100599492"],"corresponding_institution_ids":["https://openalex.org/I141962983"],"apc_list":null,"apc_paid":null,"fwci":0.2877,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54769432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"37","issue":"6","first_page":"8589","last_page":"8601"},"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/T13965","display_name":"Laser and Thermal Forming Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10723","display_name":"Advanced Welding Techniques Analysis","score":0.9968000054359436,"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/welding","display_name":"Welding","score":0.8837995529174805},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6464530229568481},{"id":"https://openalex.org/keywords/computer-simulation","display_name":"Computer simulation","score":0.6308637261390686},{"id":"https://openalex.org/keywords/weld-pool","display_name":"Weld pool","score":0.5737360119819641},{"id":"https://openalex.org/keywords/laser-beam-welding","display_name":"Laser beam welding","score":0.5608930587768555},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.484565407037735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4680946171283722},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.4257880449295044},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.35200512409210205},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.3213815689086914},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16110369563102722},{"id":"https://openalex.org/keywords/gas-tungsten-arc-welding","display_name":"Gas tungsten arc welding","score":0.15324214100837708},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.15187862515449524},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.15082478523254395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15023350715637207},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.14481642842292786},{"id":"https://openalex.org/keywords/arc-welding","display_name":"Arc welding","score":0.13132458925247192}],"concepts":[{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.8837995529174805},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6464530229568481},{"id":"https://openalex.org/C500300565","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Computer simulation","level":2,"score":0.6308637261390686},{"id":"https://openalex.org/C2776143536","wikidata":"https://www.wikidata.org/wiki/Q7980866","display_name":"Weld pool","level":5,"score":0.5737360119819641},{"id":"https://openalex.org/C89344249","wikidata":"https://www.wikidata.org/wiki/Q937468","display_name":"Laser beam welding","level":3,"score":0.5608930587768555},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.484565407037735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4680946171283722},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.4257880449295044},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.35200512409210205},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3213815689086914},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16110369563102722},{"id":"https://openalex.org/C3450827","wikidata":"https://www.wikidata.org/wiki/Q1627310","display_name":"Gas tungsten arc welding","level":4,"score":0.15324214100837708},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.15187862515449524},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.15082478523254395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15023350715637207},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.14481642842292786},{"id":"https://openalex.org/C20480867","wikidata":"https://www.wikidata.org/wiki/Q422937","display_name":"Arc welding","level":3,"score":0.13132458925247192}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-190542","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190542","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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":16,"referenced_works":["https://openalex.org/W2003089310","https://openalex.org/W2008102692","https://openalex.org/W2019207321","https://openalex.org/W2026039230","https://openalex.org/W2037481951","https://openalex.org/W2280018268","https://openalex.org/W2460576056","https://openalex.org/W2552192195","https://openalex.org/W2724871795","https://openalex.org/W2746304528","https://openalex.org/W2766142340","https://openalex.org/W2770272240","https://openalex.org/W2775273508","https://openalex.org/W2891223087","https://openalex.org/W2900951555","https://openalex.org/W2916936958"],"related_works":["https://openalex.org/W1971102209","https://openalex.org/W2054495110","https://openalex.org/W2032483811","https://openalex.org/W2897831868","https://openalex.org/W2377568637","https://openalex.org/W2381259302","https://openalex.org/W2970860742","https://openalex.org/W2082200468","https://openalex.org/W2896190469","https://openalex.org/W2979748938"],"abstract_inverted_index":{"The":[0,107,152],"geometrical":[1],"appearance":[2],"of":[3,11,18,73,130,142,162,179],"weld":[4,51,63,80,85,89,93,97,123,170],"bead":[5,52,86,140],"is":[6,58],"critically":[7],"important":[8],"in":[9,78,118],"terms":[10],"directly":[12],"determining":[13],"the":[14,36,50,62,70,79,84,103,115,122,126,128,135,143,149,163,169],"quality":[15],"and":[16,68,95,138,172,182],"reliability":[17],"T-joints":[19,139],"laser":[20,144],"stake-welding":[21,145],"process.":[22],"In":[23,125],"this":[24,26],"regard,":[25],"paper":[27],"puts":[28],"forward":[29],"an":[30,55],"innovative":[31],"hybrid":[32,74],"modeling":[33],"scheme":[34],"integrating":[35],"adaptive":[37],"neural":[38],"fuzzy":[39],"interface":[40,96],"system":[41],"(ANFIS)":[42],"with":[43,114],"three-dimensional":[44],"numerical":[45,81,104,109],"simulation":[46,105,150],"to":[47,60,120],"accurately":[48],"characterize":[49],"appearance.":[53],"First,":[54],"ANFIS-based":[56],"model":[57,110],"developed":[59],"identify":[61],"characteristics":[64],"by":[65],"experimental":[66,116],"observation":[67],"provide":[69,157],"key":[71],"parameters":[72,181],"heat":[75],"source":[76],"involved":[77],"simulation.":[82],"Second,":[83],"geometry,":[87],"i.e.,":[88],"penetration":[90],"depth,":[91],"surface":[92],"width":[94,98],"are":[99,146],"all":[100],"computed":[101],"utilizing":[102],"method.":[106],"proposed":[108],"exhibits":[111],"good":[112],"agreements":[113],"results":[117,154],"regard":[119],"forecasting":[121],"characteristics.":[124],"end,":[127],"role":[129],"various":[131],"welding":[132,180],"conditions":[133],"on":[134],"formation":[136],"mechanism":[137],"profiles":[141],"elucidated":[147],"through":[148],"model.":[151],"simulated":[153],"would":[155],"help":[156],"a":[158,174,184],"much":[159],"better":[160],"understanding":[161],"critical":[164],"factors":[165],"which":[166],"does":[167],"affect":[168],"appearance,":[171],"lay":[173],"solid":[175],"foundation":[176],"for":[177],"optimizing":[178],"obtaining":[183],"high-quality":[185],"weld.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}