{"id":"https://openalex.org/W2154720745","doi":"https://doi.org/10.1109/fuzzy.2011.6007731","title":"Multiple characterisation modelling of friction stir welding using a genetic multi-objective data-driven fuzzy modelling approach","display_name":"Multiple characterisation modelling of friction stir welding using a genetic multi-objective data-driven fuzzy modelling approach","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2154720745","doi":"https://doi.org/10.1109/fuzzy.2011.6007731","mag":"2154720745"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","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/A5010875771","display_name":"Qian Zhang","orcid":"https://orcid.org/0000-0002-0651-469X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069916821","display_name":"Mahdi Mahfouf","orcid":"https://orcid.org/0000-0002-7349-5396"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mahdi Mahfouf","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081468727","display_name":"George Panoutsos","orcid":"https://orcid.org/0000-0002-7395-8418"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"George Panoutsos","raw_affiliation_strings":["Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027760412","display_name":"Kathryn Beamish","orcid":null},"institutions":[{"id":"https://openalex.org/I169635715","display_name":"The Welding Institute","ror":"https://ror.org/03kchyj69","country_code":"GB","type":"facility","lineage":["https://openalex.org/I169635715"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kathryn Beamish","raw_affiliation_strings":["TWI Limited, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"TWI Limited, Cambridge, UK","institution_ids":["https://openalex.org/I169635715"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110318864","display_name":"Ian Norris","orcid":null},"institutions":[{"id":"https://openalex.org/I169635715","display_name":"The Welding Institute","ror":"https://ror.org/03kchyj69","country_code":"GB","type":"facility","lineage":["https://openalex.org/I169635715"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Norris","raw_affiliation_strings":["TWI Limited, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"TWI Limited, Cambridge, UK","institution_ids":["https://openalex.org/I169635715"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010875771"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.6776,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71831626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2288","last_page":"2295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11966","display_name":"Silk-based biomaterials and applications","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/2502","display_name":"Biomaterials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11966","display_name":"Silk-based biomaterials and applications","score":0.9629999995231628,"subfield":{"id":"https://openalex.org/subfields/2502","display_name":"Biomaterials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13579","display_name":"Image and Video Stabilization","score":0.9279000163078308,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/friction-stir-welding","display_name":"Friction stir welding","score":0.6822628974914551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6134500503540039},{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.5527054667472839},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5385696887969971},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5157577991485596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22693085670471191},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18109384179115295},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17864978313446045},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1586051881313324}],"concepts":[{"id":"https://openalex.org/C40367268","wikidata":"https://www.wikidata.org/wiki/Q2068127","display_name":"Friction stir welding","level":3,"score":0.6822628974914551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6134500503540039},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.5527054667472839},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5385696887969971},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5157577991485596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22693085670471191},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18109384179115295},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17864978313446045},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1586051881313324}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},{"id":"pmh:oai:kar.kent.ac.uk:50542","is_oa":false,"landing_page_url":"https://kar.kent.ac.uk/50542/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196264","display_name":"Kent Academic Repository (University of Kent)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20581793","host_organization_name":"University of Kent","host_organization_lineage":["https://openalex.org/I20581793"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book section"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G7560132423","display_name":null,"funder_award_id":"EP/F023464/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W641326388","https://openalex.org/W1539059108","https://openalex.org/W1553483187","https://openalex.org/W1576064560","https://openalex.org/W1941739962","https://openalex.org/W1971993171","https://openalex.org/W1976770079","https://openalex.org/W1984289247","https://openalex.org/W1987010256","https://openalex.org/W2003824825","https://openalex.org/W2006891676","https://openalex.org/W2012536979","https://openalex.org/W2017462139","https://openalex.org/W2019995884","https://openalex.org/W2027381895","https://openalex.org/W2031760375","https://openalex.org/W2045542471","https://openalex.org/W2052659264","https://openalex.org/W2054321631","https://openalex.org/W2087106900","https://openalex.org/W2110532312","https://openalex.org/W2120842598","https://openalex.org/W2125983888","https://openalex.org/W2126105956","https://openalex.org/W2129604173","https://openalex.org/W2135501359","https://openalex.org/W2143208759","https://openalex.org/W2149748237","https://openalex.org/W2156883031","https://openalex.org/W2157243043","https://openalex.org/W2158325524","https://openalex.org/W2164883276","https://openalex.org/W2176124242","https://openalex.org/W2303035722","https://openalex.org/W2404348242"],"related_works":["https://openalex.org/W2363175640","https://openalex.org/W4321463918","https://openalex.org/W2018203961","https://openalex.org/W2569317639","https://openalex.org/W2290909887","https://openalex.org/W2080173256","https://openalex.org/W2189177580","https://openalex.org/W2365598615","https://openalex.org/W2031912909","https://openalex.org/W1514903412"],"abstract_inverted_index":{"Friction":[0],"Stir":[1],"Welding":[2],"(FSW)":[3],"is":[4,13,46,69,91],"a":[5,23,83,85],"relatively":[6],"new":[7],"solid":[8],"state":[9],"joining":[10],"technique,":[11],"which":[12],"versatile,":[14],"environment":[15],"friendly,":[16],"and":[17,19,37,75,93,129,143,145],"energy":[18],"time":[20],"efficient.":[21],"For":[22],"comprehensive":[24],"understanding":[25],"of":[26,29,42,55,60,64,108,132,155,161,166],"the":[27,56,61,65,152,159,163],"effects":[28],"process":[30,156,167],"conditions,":[31],"such":[32,82],"as":[33,113,115],"tool":[34],"rotation":[35],"speed":[36],"traverse":[38],"speed,":[39],"on":[40],"characterisations":[41],"welded":[43],"materials,":[44],"it":[45,68],"essential":[47],"to":[48,72,98,103,139,150,169],"establish":[49],"prediction":[50],"models":[51,125,137],"for":[52],"different":[53],"aspects":[54],"materials'":[57],"behaviours.":[58],"Because":[59],"high":[62],"complexity":[63],"FSW":[66,100],"process,":[67],"often":[70],"difficult":[71],"derive":[73],"accurate":[74],"yet":[76],"transparent":[77,123],"enough":[78],"mathematical":[79],"models.":[80],"In":[81],"situation,":[84],"systematic":[86],"data-driven":[87],"fuzzy":[88,124,133],"modelling":[89],"approach":[90],"developed":[92],"implemented":[94],"in":[95],"this":[96],"paper":[97],"model":[99],"behaviour":[101],"relating":[102],"AA5083":[104],"aluminium":[105],"alloy,":[106],"consisting":[107],"microstructural":[109],"features,":[110],"mechanical":[111],"properties,":[112],"well":[114],"overall":[116],"weld":[117],"quality.":[118],"This":[119],"methodology":[120],"allows":[121],"constructing":[122],"considering":[126],"both":[127],"accuracy":[128],"interpretability":[130],"attributes":[131],"systems.":[134],"The":[135],"elicited":[136],"proved":[138],"be":[140,147],"accurate,":[141],"interpretable":[142],"robust":[144],"can":[146],"further":[148],"applied":[149],"facilitate":[151],"optimal":[153,164],"design":[154],"parameters,":[157],"with":[158],"aim":[160],"finding":[162],"combinations":[165],"parameters":[168],"achieve":[170],"desired":[171],"welding":[172],"properties.":[173]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}