{"id":"https://openalex.org/W4399094748","doi":"https://doi.org/10.1080/0951192x.2024.2358033","title":"Two-phase data science framework for compensation of the friction force in CNC machines","display_name":"Two-phase data science framework for compensation of the friction force in CNC machines","publication_year":2024,"publication_date":"2024-05-28","ids":{"openalex":"https://openalex.org/W4399094748","doi":"https://doi.org/10.1080/0951192x.2024.2358033"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2024.2358033","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2024.2358033","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5033046698","display_name":"Yu\u2013Hsiang Cheng","orcid":"https://orcid.org/0000-0003-0822-4458"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Hsiang Cheng","raw_affiliation_strings":["National Cheng Kung University","Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021866378","display_name":"Chia\u2010Yen Lee","orcid":"https://orcid.org/0000-0002-2928-3337"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]},{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chia-Yen Lee","raw_affiliation_strings":["National Cheng Kung University","National Taiwan University","Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, Taiwan","Department of Information Management, National Taiwan University, Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"National Taiwan University","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Institute of Manufacturing Information and Systems, National Cheng Kung University, Tainan City, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Department of Information Management, National Taiwan University, Taipei City, Taiwan","institution_ids":["https://openalex.org/I99613584","https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048295702","display_name":"Ching-Hsiung Tsai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129657","display_name":"Delta Electronics (Taiwan)","ror":"https://ror.org/03acb7p04","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210129657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Hsiung Tsai","raw_affiliation_strings":["Inc","Industrial Motion System Business Unit (IMSBU), Delta Electronics, Inc, Tainan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Inc","institution_ids":[]},{"raw_affiliation_string":"Industrial Motion System Business Unit (IMSBU), Delta Electronics, Inc, Tainan City, Taiwan","institution_ids":["https://openalex.org/I4210129657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045095419","display_name":"Jiaming Wu","orcid":"https://orcid.org/0000-0001-6533-8780"},"institutions":[{"id":"https://openalex.org/I4210129657","display_name":"Delta Electronics (Taiwan)","ror":"https://ror.org/03acb7p04","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210129657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Ming Wu","raw_affiliation_strings":["Inc","Industrial Motion System Business Unit (IMSBU), Delta Electronics, Inc, Tainan City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Inc","institution_ids":[]},{"raw_affiliation_string":"Industrial Motion System Business Unit (IMSBU), Delta Electronics, Inc, Tainan City, Taiwan","institution_ids":["https://openalex.org/I4210129657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021866378"],"corresponding_institution_ids":["https://openalex.org/I16733864","https://openalex.org/I91807558","https://openalex.org/I99613584"],"apc_list":null,"apc_paid":null,"fwci":0.2252,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44961152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"38","issue":"4","first_page":"520","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9980999827384949,"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/T10188","display_name":"Advanced machining processes and optimization","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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T13113","display_name":"Engineering Technology and Methodologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/compensation","display_name":"Compensation (psychology)","score":0.6498641967773438},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.4779232144355774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4663727879524231},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.39640355110168457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3566409647464752},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.34459078311920166},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.33720865845680237},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.32636138796806335},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1446208953857422},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11697635054588318}],"concepts":[{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.6498641967773438},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.4779232144355774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4663727879524231},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.39640355110168457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3566409647464752},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.34459078311920166},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.33720865845680237},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.32636138796806335},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1446208953857422},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11697635054588318},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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:10.1080/0951192x.2024.2358033","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2024.2358033","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.41999998688697815,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G3653532733","display_name":null,"funder_award_id":"MOST110-2221-E-002-163","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W297922380","https://openalex.org/W977521502","https://openalex.org/W2017046409","https://openalex.org/W2040492000","https://openalex.org/W2057059043","https://openalex.org/W2066507076","https://openalex.org/W2068793240","https://openalex.org/W2081816605","https://openalex.org/W2085308176","https://openalex.org/W2090664820","https://openalex.org/W2091881639","https://openalex.org/W2115055600","https://openalex.org/W2144556291","https://openalex.org/W2160240392","https://openalex.org/W2166271005","https://openalex.org/W2166676768","https://openalex.org/W2232544884","https://openalex.org/W2460926119","https://openalex.org/W2527425348","https://openalex.org/W2760419565","https://openalex.org/W2897854721","https://openalex.org/W2901165387","https://openalex.org/W2946277373","https://openalex.org/W3200251831","https://openalex.org/W4205906857","https://openalex.org/W4226461442","https://openalex.org/W4288443544","https://openalex.org/W6636089111","https://openalex.org/W6726434352"],"related_works":["https://openalex.org/W2379084545","https://openalex.org/W2365687337","https://openalex.org/W2358180351","https://openalex.org/W2392368077","https://openalex.org/W2365082216","https://openalex.org/W2388018705","https://openalex.org/W2362703586","https://openalex.org/W2389641749","https://openalex.org/W2386832005","https://openalex.org/W2356919096"],"abstract_inverted_index":{"This":[0],"study":[1,65],"proposes":[2],"a":[3,96],"two-phase":[4,81,127],"data":[5,82],"science":[6,83],"framework":[7,84,128],"for":[8,53],"the":[9,16,21,38,54,59,80,87,90,107,113,117,125,138,143,149],"friction":[10,33,60,100,114],"force":[11,34,61,115],"and":[12,45,85,146,151],"parameter":[13],"estimation":[14],"of":[15,24,66,69,89],"hysteresis":[17],"effect":[18],"segment":[19],"in":[20,116,137,142,148],"servo-control":[22],"systems":[23],"precision":[25],"machines.":[26],"The":[27,47,102,121],"first":[28],"phase":[29,49],"uses":[30,50],"an":[31,42],"exponential-based":[32,103],"model":[35,39,44,104],"to":[36,57,78,94],"identify":[37,86],"parameters":[40],"by":[41,112,133],"autoregressive":[43],"Z-transform.":[46],"second":[48],"symbolic":[51],"regression":[52],"residual":[55],"analysis":[56],"enhance":[58],"estimation.":[62],"An":[63],"empirical":[64],"three":[67],"types":[68],"CNC":[70],"machines":[71],"under":[72],"different":[73],"working":[74],"conditions":[75],"is":[76],"conducted":[77],"validate":[79],"change":[88],"machining":[91],"displacement":[92],"considered":[93],"be":[95],"critical":[97],"factor":[98],"affecting":[99],"force.":[101],"successfully":[105],"eliminates":[106],"circular":[108],"spike":[109],"error":[110,132],"caused":[111],"tapping":[118,139],"center":[119],"machine.":[120],"results":[122],"indicate":[123],"that":[124],"proposed":[126],"improves":[129],"mean":[130],"absolute":[131],"5.6%":[134],"on":[135],"average":[136],"center,":[140,153],"6.5%":[141],"milling":[144,152],"machine":[145],"7.6%":[147],"turning":[150],"respectively.":[154]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}