{"id":"https://openalex.org/W4413916021","doi":"https://doi.org/10.1177/14727978251374325","title":"RETRACTED: Design and research of benchmark fixed speed computer control system for Carbon Fiber Putting Machine based on deep learning algorithm","display_name":"RETRACTED: Design and research of benchmark fixed speed computer control system for Carbon Fiber Putting Machine based on deep learning algorithm","publication_year":2025,"publication_date":"2025-09-02","ids":{"openalex":"https://openalex.org/W4413916021","doi":"https://doi.org/10.1177/14727978251374325"},"language":"en","primary_location":{"id":"doi:10.1177/14727978251374325","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251374325","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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 Computational Methods in Sciences and Engineering","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/A5111304204","display_name":"Qiliang Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I192209268","display_name":"Shaoxing University","ror":"https://ror.org/0435tej63","country_code":"CN","type":"education","lineage":["https://openalex.org/I192209268"]},{"id":"https://openalex.org/I4210106931","display_name":"Jiaxing Vocational Technical College","ror":"https://ror.org/02cydx698","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106931"]},{"id":"https://openalex.org/I4210108140","display_name":"Shaoxing City Women and Children Hospital","ror":"https://ror.org/01hvjym56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210108140"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiliang Gao","raw_affiliation_strings":["Shaoxing Vocational & Technical College","Shaoxing Vocational & Technical College, Shaoxing, China"],"affiliations":[{"raw_affiliation_string":"Shaoxing Vocational & Technical College","institution_ids":["https://openalex.org/I4210106931"]},{"raw_affiliation_string":"Shaoxing Vocational & Technical College, Shaoxing, China","institution_ids":["https://openalex.org/I192209268","https://openalex.org/I4210108140","https://openalex.org/I4210106931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389186","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-7715-9365"},"institutions":[{"id":"https://openalex.org/I4210116247","display_name":"Jingchu University of Technology","ror":"https://ror.org/037kvhq82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116247"]},{"id":"https://openalex.org/I4210163926","display_name":"Zhejiang Medicine (China)","ror":"https://ror.org/05h86nk22","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210163926"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Zhejiang Jinggong Integration Technology Co.,Ltd","Zhejiang Jinggong Integration Technology Co.,Ltd., Shaoxing, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Jinggong Integration Technology Co.,Ltd","institution_ids":["https://openalex.org/I4210116247"]},{"raw_affiliation_string":"Zhejiang Jinggong Integration Technology Co.,Ltd., Shaoxing, China","institution_ids":["https://openalex.org/I4210163926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109770613","display_name":"Kefeng Lou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116247","display_name":"Jingchu University of Technology","ror":"https://ror.org/037kvhq82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116247"]},{"id":"https://openalex.org/I4210163926","display_name":"Zhejiang Medicine (China)","ror":"https://ror.org/05h86nk22","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210163926"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kefeng Lou","raw_affiliation_strings":["Zhejiang Jinggong Integration Technology Co.,Ltd","Zhejiang Jinggong Integration Technology Co.,Ltd., Shaoxing, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Jinggong Integration Technology Co.,Ltd","institution_ids":["https://openalex.org/I4210116247"]},{"raw_affiliation_string":"Zhejiang Jinggong Integration Technology Co.,Ltd., Shaoxing, China","institution_ids":["https://openalex.org/I4210163926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111304204"],"corresponding_institution_ids":["https://openalex.org/I192209268","https://openalex.org/I4210106931","https://openalex.org/I4210108140"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12060535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"6","first_page":null,"last_page":null},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9067999720573425,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9067999720573425,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.8082852363586426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7129591107368469},{"id":"https://openalex.org/keywords/fiber","display_name":"Fiber","score":0.5051849484443665},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49066460132598877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4639790654182434},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46271181106567383},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42731666564941406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38625964522361755},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32423627376556396},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12681198120117188},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10552653670310974},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.07148423790931702}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8082852363586426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7129591107368469},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.5051849484443665},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49066460132598877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4639790654182434},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46271181106567383},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42731666564941406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38625964522361755},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32423627376556396},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12681198120117188},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10552653670310974},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.07148423790931702},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978251374325","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251374325","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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 Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2934819965","https://openalex.org/W2939121241","https://openalex.org/W3134326136","https://openalex.org/W3206279691","https://openalex.org/W4224214331","https://openalex.org/W4283165089","https://openalex.org/W4313238980","https://openalex.org/W4387117432","https://openalex.org/W4387470179","https://openalex.org/W4389064887","https://openalex.org/W4389476279","https://openalex.org/W4390349870","https://openalex.org/W4390886811","https://openalex.org/W4391513188","https://openalex.org/W4394566186","https://openalex.org/W4394876338","https://openalex.org/W4395956862","https://openalex.org/W4396792106","https://openalex.org/W4396887673","https://openalex.org/W4398201467","https://openalex.org/W4399253885","https://openalex.org/W4399902960","https://openalex.org/W4400315605","https://openalex.org/W4400404795","https://openalex.org/W4400768395","https://openalex.org/W4401096211"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W4380075502"],"abstract_inverted_index":{"In":[0],"the":[1,100,111,126,160,164,171,205],"field":[2],"of":[3,16,56,80,102,129,162,194,204],"machine":[4],"design":[5],"and":[6,28,43,62,92,109,118,145,170,189,212,222],"control":[7,15,41,45,124,137],"systems":[8,42],"for":[9,35,173],"carbon":[10,103],"fiber":[11,104],"production,":[12],"achieving":[13],"precise":[14],"filament":[17,112],"conveying":[18,113],"speed":[19,114],"is":[20],"crucial":[21],"as":[22,53,159,209],"it":[23],"directly":[24],"affects":[25],"product":[26],"quality":[27,214],"production":[29,66,150,200],"efficiency.":[30,151],"The":[31],"existing":[32,167],"approximate":[33],"methods":[34,48],"this":[36,75,130],"problem":[37],"include":[38,132],"traditional":[39,122],"PID":[40,123],"manual":[44],"mechanisms.":[46],"These":[47],"have":[49],"some":[50,156],"drawbacks,":[51,74],"such":[52,158,208],"poor":[54],"handling":[55],"nonlinear":[57],"dynamics,":[58],"long":[59],"response":[60,143],"times,":[61],"inability":[63],"to":[64,196,198,219],"optimize":[65],"in":[67,136,142,149,176],"real":[68],"time.":[69],"To":[70],"partially":[71],"overcome":[72],"these":[73],"manuscript":[76],"proposes":[77],"an":[78],"implementation":[79],"a":[81,133,139,146],"method":[82,98,131],"based":[83],"on":[84,184],"deep":[85],"learning":[86],"algorithms,":[87],"particularly":[88],"convolutional":[89],"neural":[90],"networks":[91],"long-term":[93,186],"short-term":[94],"memory":[95],"networks.":[96],"This":[97],"improves":[99],"performance":[101,188],"shaping":[105],"machines":[106],"by":[107],"predicting":[108],"adjusting":[110],"with":[115,121],"higher":[116],"accuracy":[117],"responsiveness.":[119],"Compared":[120],"systems,":[125],"positive":[127],"results":[128],"38.2%":[134],"improvement":[135],"accuracy,":[138],"22.3%":[140],"reduction":[141,178],"time,":[144],"10.5%":[147],"increase":[148],"However,":[152],"there":[153],"are":[154],"still":[155],"limitations,":[157],"challenge":[161],"integrating":[163],"system":[165,187,206],"into":[166],"manufacturing":[168],"infrastructure":[169],"need":[172],"further":[174],"improvements":[175],"noise":[177],"technology.":[179],"Future":[180],"work":[181],"will":[182,216],"focus":[183],"addressing":[185],"maintenance,":[190],"including":[191],"periodic":[192],"retraining":[193],"models":[195],"adapt":[197],"evolving":[199],"conditions.":[201],"Regular":[202],"maintenance":[203],"infrastructure,":[207],"sensor":[210],"calibration":[211],"data":[213],"checks,":[215],"be":[217],"necessary":[218],"ensure":[220],"stable":[221],"efficient":[223],"operation":[224],"over":[225],"extended":[226],"periods.":[227]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}