{"id":"https://openalex.org/W4294672881","doi":"https://doi.org/10.1109/rcar54675.2022.9872211","title":"Research on Axial Thermal Error Modeling Method of CNC Machine Tool Spindle Based on GA-ARMA","display_name":"Research on Axial Thermal Error Modeling Method of CNC Machine Tool Spindle Based on GA-ARMA","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4294672881","doi":"https://doi.org/10.1109/rcar54675.2022.9872211"},"language":"en","primary_location":{"id":"doi:10.1109/rcar54675.2022.9872211","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcar54675.2022.9872211","pdf_url":null,"source":{"id":"https://openalex.org/S4363608312","display_name":"2022 IEEE International Conference on Real-time Computing and Robotics (RCAR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Real-time Computing and Robotics (RCAR)","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/A5110804147","display_name":"Wei-Cheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weicheng Lin","raw_affiliation_strings":["Dongguan University of Technology,School of Computer Science and Technology,China","School of Computer Science and Technology, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,School of Computer Science and Technology,China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"School of Computer Science and Technology, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101670284","display_name":"Ling Yin","orcid":"https://orcid.org/0000-0002-0262-0655"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]},{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Yin","raw_affiliation_strings":["Dongguan University of Technology,Sino-French Joint Court,China","Sino-French Joint Court, Dongguan University of Technology, China","The Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment, Hunan University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Sino-French Joint Court,China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"Sino-French Joint Court, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"The Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment, Hunan University of Science and Technology, China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412171","display_name":"Fei Zhang","orcid":"https://orcid.org/0000-0002-2932-0935"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]},{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Zhang","raw_affiliation_strings":["Dongguan University of Technology,School of Mechanical Engineering,China","The Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment, Hunan University of Science and Technology, China","School of Mechanical Engineering, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,School of Mechanical Engineering,China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"The Hunan Provincial Key Laboratory of Health Maintenance for Mechanical Equipment, Hunan University of Science and Technology, China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"School of Mechanical Engineering, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061563214","display_name":"Zewei He","orcid":"https://orcid.org/0000-0003-4280-9708"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zewei He","raw_affiliation_strings":["Dongguan University of Technology,Sino-French Joint Court,China","Sino-French Joint Court, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Sino-French Joint Court,China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"Sino-French Joint Court, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401966","display_name":"Yu Chen","orcid":"https://orcid.org/0000-0001-8678-3787"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Chen","raw_affiliation_strings":["Huazhong University of Science and Technology,School of Mechanical Science and Engineering,China","School of Mechanical Science and Engineering, Huazhong University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,School of Mechanical Science and Engineering,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362643","display_name":"Wenhao Li","orcid":"https://orcid.org/0009-0008-9144-8682"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Li","raw_affiliation_strings":["Dongguan University of Technology,School of Mechanical Engineering,China","School of Mechanical Engineering, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,School of Mechanical Engineering,China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"School of Mechanical Engineering, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073549527","display_name":"Yeming Song","orcid":null},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeming Song","raw_affiliation_strings":["Dongguan University of Technology,School of Mechanical Engineering,China","School of Mechanical Engineering, Dongguan University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,School of Mechanical Engineering,China","institution_ids":["https://openalex.org/I2799850029"]},{"raw_affiliation_string":"School of Mechanical Engineering, Dongguan University of Technology, China","institution_ids":["https://openalex.org/I2799850029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5110804147"],"corresponding_institution_ids":["https://openalex.org/I2799850029"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19151398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"197","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9997000098228455,"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9997000098228455,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9988999962806702,"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9879999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6109150648117065},{"id":"https://openalex.org/keywords/autoregressive\u2013moving-average-model","display_name":"Autoregressive\u2013moving-average model","score":0.6010343432426453},{"id":"https://openalex.org/keywords/machine-tool","display_name":"Machine tool","score":0.5889939069747925},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.581295907497406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5672252774238586},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5657579898834229},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.485790491104126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4592788517475128},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.4327918291091919},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4326728880405426},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4218839406967163},{"id":"https://openalex.org/keywords/numerical-control","display_name":"Numerical control","score":0.41007667779922485},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35886988043785095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2591538429260254},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.25762131810188293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25082674622535706},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.22761014103889465},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22391322255134583},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16707384586334229},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12732726335525513},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09600517153739929}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6109150648117065},{"id":"https://openalex.org/C74883015","wikidata":"https://www.wikidata.org/wiki/Q290467","display_name":"Autoregressive\u2013moving-average model","level":3,"score":0.6010343432426453},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.5889939069747925},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.581295907497406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5672252774238586},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5657579898834229},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.485790491104126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4592788517475128},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.4327918291091919},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4326728880405426},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4218839406967163},{"id":"https://openalex.org/C175457265","wikidata":"https://www.wikidata.org/wiki/Q190247","display_name":"Numerical control","level":3,"score":0.41007667779922485},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35886988043785095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2591538429260254},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.25762131810188293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25082674622535706},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.22761014103889465},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22391322255134583},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16707384586334229},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12732726335525513},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09600517153739929},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rcar54675.2022.9872211","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcar54675.2022.9872211","pdf_url":null,"source":{"id":"https://openalex.org/S4363608312","display_name":"2022 IEEE International Conference on Real-time Computing and Robotics (RCAR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Real-time Computing and Robotics (RCAR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1066595184","https://openalex.org/W1507582389","https://openalex.org/W1998481880","https://openalex.org/W2313953460","https://openalex.org/W2888748366","https://openalex.org/W2974674707","https://openalex.org/W4248861137"],"related_works":["https://openalex.org/W3155968943","https://openalex.org/W2921978471","https://openalex.org/W2380506268","https://openalex.org/W2390059556","https://openalex.org/W2945306038","https://openalex.org/W2373654783","https://openalex.org/W2393858310","https://openalex.org/W2891744532","https://openalex.org/W2394442851","https://openalex.org/W2356921929"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,101],"improve":[3],"the":[4,8,22,43,46,49,53,57,66,76,79,84,87,92,103,107,118,134,136,152,162],"prediction":[5,104,137,154],"accuracy":[6],"of":[7,12,24,45,78,86,106,128],"thermal":[9,31,96,110,121],"error":[10,32,97,111,122,157],"model":[11,25,112,153],"CNC":[13,130],"machine":[14,131],"tools":[15],"based":[16,35,113],"on":[17,36,114],"time":[18,23,29,108,119],"series":[19,30,109,120],"and":[20,52,90,117,138,161],"reduce":[21],"parameter":[26,77],"identification,":[27],"a":[28,125],"modeling":[33,163],"method":[34],"intelligent":[37,115],"optimization":[38,116],"(GA-ARMA)":[39],"was":[40],"proposed.":[41],"Using":[42],"reciprocal":[44],"residual":[47,156],"between":[48],"actual":[50],"value":[51,55,63],"predicted":[54],"as":[56,75,133],"genetic":[58],"algorithm":[59],"(GA)":[60],"individual":[61,68],"fitness":[62],"function,":[64],"select":[65],"best":[67],"obtained":[69],"by":[70,167],"evolution":[71],"for":[72],"several":[73],"generations":[74],"ARMA":[80,88],"model,":[81,89,123],"quickly":[82],"identify":[83],"parameters":[85],"establish":[91],"GA-ARMA":[93],"spindle":[94],"axial":[95],"model.":[98],"Through":[99],"experiments":[100],"compare":[102],"effects":[105],"taking":[124],"certain":[126],"type":[127],"three-axis":[129],"tool":[132],"object,":[135],"comparison":[139],"are":[140],"carried":[141],"out":[142],"under":[143],"different":[144],"working":[145],"conditions.":[146],"The":[147],"experimental":[148],"results":[149],"show":[150],"that":[151],"average":[155],"reaches":[158],"1.28":[159],"$\\mu$m,":[160],"efficiency":[164],"is":[165],"improved":[166],"544%.":[168]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}