{"id":"https://openalex.org/W2747112411","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015618","title":"Spot welding monitoring system based on fuzzy classification and deep learning","display_name":"Spot welding monitoring system based on fuzzy classification and deep learning","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2747112411","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015618","mag":"2747112411"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2017.8015618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5079766378","display_name":"Ander Muniategui","orcid":"https://orcid.org/0000-0002-7416-912X"},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ander Muniategui","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012758264","display_name":"Borja Heriz","orcid":"https://orcid.org/0000-0001-5582-5729"},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Borja Heriz","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063209482","display_name":"Luka Eciolaza","orcid":"https://orcid.org/0000-0003-3966-7104"},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luka Eciolaza","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061901285","display_name":"Mikel Ayuso","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mikel Ayuso","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024632831","display_name":"Amaia Iturrioz","orcid":"https://orcid.org/0000-0003-4792-1299"},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amaia Iturrioz","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103771114","display_name":"Ion Quintana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ion Quintana","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017581481","display_name":"Pedro \u00c1lvarez","orcid":"https://orcid.org/0000-0003-2210-1841"},"institutions":[{"id":"https://openalex.org/I4210150124","display_name":"IK4-Lortek","ror":"https://ror.org/04z0p3077","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210150124"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro Alvarez","raw_affiliation_strings":["IK4 LORTEK, Ordizia, Gipuzkoa, Spain"],"affiliations":[{"raw_affiliation_string":"IK4 LORTEK, Ordizia, Gipuzkoa, Spain","institution_ids":["https://openalex.org/I4210150124"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5079766378"],"corresponding_institution_ids":["https://openalex.org/I4210150124"],"apc_list":null,"apc_paid":null,"fwci":1.6212,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82469108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9980999827384949,"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":0.9980999827384949,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9976000189781189,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/computer-science","display_name":"Computer science","score":0.7615464329719543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6410432457923889},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5841780304908752},{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.5165230631828308},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5102231502532959},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5091680884361267},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5067630410194397},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.497008353471756},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4724840521812439},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.46558892726898193},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45615923404693604},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3496667742729187},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3491930663585663},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3107411861419678},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1854182779788971},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12345960736274719}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7615464329719543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6410432457923889},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5841780304908752},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.5165230631828308},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5102231502532959},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5091680884361267},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5067630410194397},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.497008353471756},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4724840521812439},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.46558892726898193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45615923404693604},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3496667742729187},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3491930663585663},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3107411861419678},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1854182779788971},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12345960736274719},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2017.8015618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/8334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/FUZZ-IEEE.2017.8015618","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"conference output"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W562026345","https://openalex.org/W1570448133","https://openalex.org/W1779897838","https://openalex.org/W1969394306","https://openalex.org/W1972490284","https://openalex.org/W1983544948","https://openalex.org/W1999565943","https://openalex.org/W2003359560","https://openalex.org/W2019950953","https://openalex.org/W2079325629","https://openalex.org/W2086854199","https://openalex.org/W2100495367","https://openalex.org/W2121716324","https://openalex.org/W2555451208","https://openalex.org/W2748466577","https://openalex.org/W2919115771","https://openalex.org/W4230588984","https://openalex.org/W4249751969"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2161474341","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2262409920","https://openalex.org/W3192220280","https://openalex.org/W2514640320","https://openalex.org/W1822436433","https://openalex.org/W2164525173","https://openalex.org/W2135010468"],"abstract_inverted_index":{"This":[0],"work":[1,8],"is":[2,92],"a":[3,13,17,99,121],"continuation":[4],"of":[5,12,16,30,39,50,81,150,153,160],"our":[6],"previous":[7],"on":[9,60],"the":[10,25,37,40,47,51,66,78,82,136,140,148,151,154,158],"development":[11],"monitoring":[14],"system":[15],"Spot":[18],"Welding":[19],"production":[20],"line.":[21],"Here":[22],"we":[23,54],"use":[24,159],"process":[26],"information":[27,138],"and":[28,130],"photographs":[29,97],"more":[31],"than":[32],"150,000":[33],"parts":[34,84],"to":[35,45,73,94,98,116,145],"improve":[36],"predictions":[38],"previously":[41,161],"developed":[42,70,162],"fuzzy":[43,122],"algorithm":[44,89],"predict":[46,117],"degradation":[48,152],"state":[49],"electrode.":[52],"And,":[53],"present":[55],"an":[56,105],"alternative":[57],"method":[58],"based":[59],"deep-learning":[61,88],"that":[62,132,143],"aims":[63],"at":[64],"substituting":[65],"image":[67,103,142,163],"analysis":[68,164],"software":[69],"by":[71],"us":[72],"extract":[74],"values":[75],"associated":[76],"with":[77],"quality":[79,118],"level":[80],"welded":[83],"from":[85,120,139],"photographs.":[86],"The":[87,126],"learned":[90],"here":[91],"applied":[93],"compress":[95],"original":[96,141],"15\u00d715":[100],"pixels":[101],"size":[102],"using":[104],"encoding":[106],"/":[107],"decoding":[108],"model.":[109],"Obtained":[110],"compressed":[111,133],"images":[112,134],"are":[113,128],"then":[114],"used":[115],"parameters":[119],"rule-based":[123],"classification":[124],"algorithm.":[125],"results":[127],"promising":[129],"show":[131],"keep":[135],"relevant":[137],"serve":[144],"directly":[146],"determine":[147],"degree":[149],"electrode":[155],"without":[156],"requiring":[157],"software.":[165]},"counts_by_year":[{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}