{"id":"https://openalex.org/W3208134413","doi":"https://doi.org/10.3233/jifs-202241","title":"Thermal error analysis of tauren EDM machine tool based on FCM fuzzy clustering and RBF neural network","display_name":"Thermal error analysis of tauren EDM machine tool based on FCM fuzzy clustering and RBF neural network","publication_year":2021,"publication_date":"2021-10-29","ids":{"openalex":"https://openalex.org/W3208134413","doi":"https://doi.org/10.3233/jifs-202241","mag":"3208134413"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-202241","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-202241","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/A5034838582","display_name":"Jianyong Liu","orcid":"https://orcid.org/0000-0003-4865-1585"},"institutions":[{"id":"https://openalex.org/I130541836","display_name":"Beijing Institute of Petrochemical Technology","ror":"https://ror.org/025s55q11","country_code":"CN","type":"education","lineage":["https://openalex.org/I130541836"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianyong Liu","raw_affiliation_strings":["Beijing Institute of Petrochemical Technology, School of Mechanical Engineering, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Petrochemical Technology, School of Mechanical Engineering, China","institution_ids":["https://openalex.org/I130541836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067370328","display_name":"Yan\u2010Hua Cai","orcid":"https://orcid.org/0000-0002-1390-3722"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanhua Cai","raw_affiliation_strings":["Beijing Institute of Electro-Machining, Haidian, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Electro-Machining, Haidian, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103258855","display_name":"Qinjian Zhang","orcid":"https://orcid.org/0000-0002-8942-4664"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinjian Zhang","raw_affiliation_strings":["Beijing Information Science and Technology University, China"],"affiliations":[{"raw_affiliation_string":"Beijing Information Science and Technology University, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087283829","display_name":"Haifeng Zhang","orcid":"https://orcid.org/0000-0002-7449-3560"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Zhang","raw_affiliation_strings":["North China University of Technology, China"],"affiliations":[{"raw_affiliation_string":"North China University of Technology, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109302893","display_name":"Hu He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu He","raw_affiliation_strings":["Beijing Institute of Electro-Machining, Haidian, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Electro-Machining, Haidian, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066889887","display_name":"Xiaodong Gao","orcid":"https://orcid.org/0000-0001-7785-9567"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Gao","raw_affiliation_strings":["Beijing University of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033229979","display_name":"Liantong Ding","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liantong Ding","raw_affiliation_strings":["Beijing Institute of Electro-Machining, Haidian, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Electro-Machining, Haidian, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5034838582"],"corresponding_institution_ids":["https://openalex.org/I130541836"],"apc_list":null,"apc_paid":null,"fwci":1.1091,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74887183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"41","issue":"6","first_page":"6003","last_page":"6014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9995999932289124,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9995999932289124,"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9990000128746033,"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":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-tool","display_name":"Machine tool","score":0.6975831389427185},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6806867122650146},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.6356459259986877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.62458336353302},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5103601813316345},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4856351912021637},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.4755499064922333},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.440133661031723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.433823823928833},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40503019094467163},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.27606552839279175},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24860689043998718},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12204262614250183}],"concepts":[{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.6975831389427185},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6806867122650146},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.6356459259986877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.62458336353302},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5103601813316345},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4856351912021637},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.4755499064922333},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.440133661031723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.433823823928833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40503019094467163},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.27606552839279175},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24860689043998718},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12204262614250183},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-202241","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-202241","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":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1968898757","https://openalex.org/W2036429389","https://openalex.org/W2335919631","https://openalex.org/W2371593040","https://openalex.org/W2489296294","https://openalex.org/W2800330695","https://openalex.org/W2802460167","https://openalex.org/W2803096586","https://openalex.org/W2893807672","https://openalex.org/W2904432088","https://openalex.org/W2904841250","https://openalex.org/W2917884992","https://openalex.org/W2918410431","https://openalex.org/W3012959076","https://openalex.org/W3092694693","https://openalex.org/W3119820210","https://openalex.org/W3172776540"],"related_works":["https://openalex.org/W568403567","https://openalex.org/W2353665242","https://openalex.org/W2989708805","https://openalex.org/W1981257911","https://openalex.org/W2291962036","https://openalex.org/W2647614668","https://openalex.org/W2092975612","https://openalex.org/W2011116268","https://openalex.org/W2030111114","https://openalex.org/W2366185289"],"abstract_inverted_index":{"A":[0],"method":[1,25,226],"that":[2,123],"combines":[3],"temperature":[4,54,75,82,92,99,152,162],"field":[5,55],"detection,":[6],"adaptive":[7,143],"FCM":[8,144],"(Fuzzy":[9],"c-means)":[10],"clustering":[11,145],"algorithm":[12,146],"and":[13,80],"RBF":[14,192],"(Radial":[15],"basis":[16],"function":[17],"network)":[18],"neural":[19,193],"network":[20,194],"model":[21,128,198],"is":[22,26,49,78,147,206],"proposed.":[23],"This":[24],"used":[27,50,148,169,213],"to":[28,51,121,149,170,214],"analyze":[29],"the":[30,34,39,53,58,62,72,81,85,124,130,138,142,151,157,160,165,172,182,188,191,200,209,216,219,239,253],"thermal":[31,47,125,173,195,220,235,256],"error":[32,126,236],"of":[33,38,57,74,84,129,159,181,199,218,238,252],"spindle":[35,133,183,203],"reference":[36,134,184,204],"point":[37,135,205],"tauren":[40,240],"EDM":[41,241],"(Electro-discharge":[42],"machining)":[43],"machine":[44,59,63,131,201,242,254],"tool.":[45,243],"The":[46,224],"imager":[48],"obtain":[52],"distribution":[56],"tool":[60,64,132,202],"while":[61],"simulates":[65],"actual":[66,95,139],"operating":[67],"conditions.":[68],"Based":[69,186],"on":[70,187],"this,":[71],"arrangement":[73],"measurement":[76,87,100,153,163],"points":[77,88,101],"determined,":[79],"data":[83,175],"corresponding":[86],"are":[89,168,212],"got":[90],"by":[91],"sensors.":[93],"In":[94,119],"engineering,":[96],"too":[97,107,110],"many":[98],"can":[102,116,136],"cause":[103],"problems":[104],"such":[105],"as":[106],"high":[108],"cost,":[109],"much":[111],"wiring.":[112],"And":[113,244],"normal":[114],"processing":[115],"be":[117],"affected.":[118],"order":[120],"establish":[122],"prediction":[127,197],"meet":[137],"engineering":[140],"needs,":[141],"optimize":[150],"points.":[154],"While":[155],"collecting":[156],"temperatures":[158],"optimized":[161],"points,":[164],"displacement":[166],"sensors":[167],"detect":[171],"deformation":[174],"in":[176,227],"X,":[177],"Y,":[178],"Z":[179],"directions":[180],"position.":[185],"test":[189,210],"data,":[190],"errors":[196,221],"established.":[207],"Then,":[208],"results":[211],"verify":[215],"accuracy":[217],"analysis":[222,237],"model.":[223],"research":[225],"this":[228,245],"paper":[229],"provides":[230],"a":[231,247],"system":[232],"solution":[233],"for":[234,249],"builds":[246],"foundation":[248],"real-time":[250],"compensation":[251],"tool\u2019s":[255],"errors.":[257]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}