{"id":"https://openalex.org/W4200273451","doi":"https://doi.org/10.1109/tase.2021.3136262","title":"Energy Saving Design Optimization of CNC Machine Tool Feed System: A Data-Model Hybrid Driven Approach","display_name":"Energy Saving Design Optimization of CNC Machine Tool Feed System: A Data-Model Hybrid Driven Approach","publication_year":2021,"publication_date":"2021-12-29","ids":{"openalex":"https://openalex.org/W4200273451","doi":"https://doi.org/10.1109/tase.2021.3136262"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3136262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3136262","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science 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/A5100683583","display_name":"Wei Li","orcid":"https://orcid.org/0000-0002-7772-5697"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Li","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011025844","display_name":"Congbo Li","orcid":"https://orcid.org/0000-0001-7217-3574"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congbo Li","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101994538","display_name":"Ningbo Wang","orcid":"https://orcid.org/0000-0002-3428-2101"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningbo Wang","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102027838","display_name":"Juan Li","orcid":"https://orcid.org/0000-0001-7995-7806"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Li","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077632077","display_name":"Jinwen Zhang","orcid":"https://orcid.org/0000-0001-8828-114X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwen Zhang","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering and the State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100683583"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.7414,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.65832049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"19","issue":"4","first_page":"3809","last_page":"3820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7164394855499268},{"id":"https://openalex.org/keywords/machine-tool","display_name":"Machine tool","score":0.6323630809783936},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5894387364387512},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49169856309890747},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.467902272939682},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4665133059024811},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.44830551743507385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4451933801174164},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4307531416416168},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.4177274703979492},{"id":"https://openalex.org/keywords/numerical-control","display_name":"Numerical control","score":0.4124751687049866},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3462139964103699},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.2250596582889557},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.21212077140808105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13593542575836182},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.11603555083274841}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7164394855499268},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.6323630809783936},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5894387364387512},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49169856309890747},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.467902272939682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4665133059024811},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.44830551743507385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4451933801174164},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4307531416416168},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.4177274703979492},{"id":"https://openalex.org/C175457265","wikidata":"https://www.wikidata.org/wiki/Q190247","display_name":"Numerical control","level":3,"score":0.4124751687049866},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3462139964103699},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2250596582889557},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.21212077140808105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13593542575836182},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.11603555083274841},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2021.3136262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3136262","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G232862983","display_name":null,"funder_award_id":"51975075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G55695419","display_name":null,"funder_award_id":"52105506","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6949762755","display_name":null,"funder_award_id":"2020M683237","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W939691211","https://openalex.org/W1597341217","https://openalex.org/W1755387456","https://openalex.org/W1976898105","https://openalex.org/W2008724890","https://openalex.org/W2049677724","https://openalex.org/W2085507535","https://openalex.org/W2135513594","https://openalex.org/W2140170174","https://openalex.org/W2178531393","https://openalex.org/W2481253086","https://openalex.org/W2561517067","https://openalex.org/W2565385920","https://openalex.org/W2742038484","https://openalex.org/W2764251381","https://openalex.org/W2805817254","https://openalex.org/W2883172653","https://openalex.org/W2902366625","https://openalex.org/W2921025573","https://openalex.org/W2921701341","https://openalex.org/W2922213892","https://openalex.org/W2942400775","https://openalex.org/W2951216825","https://openalex.org/W2956987496","https://openalex.org/W2972844028","https://openalex.org/W2987623985","https://openalex.org/W3025945963","https://openalex.org/W3028667637","https://openalex.org/W3036045971","https://openalex.org/W3045344974","https://openalex.org/W3090984990","https://openalex.org/W3134125492","https://openalex.org/W3136156539","https://openalex.org/W3138801650","https://openalex.org/W3154772417","https://openalex.org/W3179274879","https://openalex.org/W4244198076","https://openalex.org/W6778332809","https://openalex.org/W6791286306","https://openalex.org/W6791671170"],"related_works":["https://openalex.org/W3128499237","https://openalex.org/W2042233534","https://openalex.org/W3008918333","https://openalex.org/W2599766002","https://openalex.org/W2384270681","https://openalex.org/W2393553316","https://openalex.org/W2625664338","https://openalex.org/W2001598682","https://openalex.org/W171772366","https://openalex.org/W2524752685"],"abstract_inverted_index":{"The":[0,73,85,134,201],"moving":[1,49,194,250],"components":[2,195],"and":[3,53,101,116,159,254,288,300],"servo":[4,255],"control":[5,10,54,135,220,256],"systems":[6],"of":[7,33,48,64,94,137,162,216,222,240,249,269,307],"computer":[8],"numerical":[9],"(CNC)":[11],"machine":[12,96,187,225,241,272,309],"tools":[13],"spent":[14],"a":[15,28,37,179,232,281],"substantial":[16],"energy":[17,23,30,74,81,114,154,181,238,265,286,305],"but":[18],"received":[19],"less":[20],"attention":[21],"regarding":[22],"saving.":[24],"This":[25,229],"article":[26,172,230],"presents":[27],"novel":[29,233],"saving":[31,239],"methodology":[32],"feed":[34,98,139,189,227,243,274,311],"system":[35,99,140,190,221],"using":[36,277],"data-model":[38,86,234],"hybrid":[39,87,235],"driven":[40],"design":[41,47,63,248],"optimization":[42,93,107,123,132],"approach":[43,236,297],"for":[44,237],"the":[45,62,91,95,106,129,138,149,163,176,185,193,217,223,270,304],"integrated":[46],"component":[50,251],"structural":[51,252],"geometry":[52,253],"system.":[55,228,257,275,312],"Surrogate":[56],"models":[57],"are":[58,125,210],"built":[59],"based":[60],"on":[61],"experimental":[65],"data":[66],"to":[67,127,170,196,204,211],"avoid":[68],"time-consuming":[69],"finite":[70],"element":[71],"analysis.":[72,145],"consumption":[75,115,155,182,266,287,306],"mechanism":[76,267],"model":[77,112,268,284],"is":[78,118,141,173,290,298],"constructed":[79],"via":[80],"flow":[82],"analysis":[83],"method.":[84],"modeling":[88],"method":[89],"realizes":[90],"collaborative":[92],"tool":[97,164,188,226,242,273,310],"structure":[100,218],"controller,":[102],"while":[103],"simultaneously":[104,246],"accelerating":[105],"process.":[108],"A":[109],"multi-objective":[110,122,131,282],"trade-off":[111,283],"with":[113,206,285],"deformation":[117,161,289],"established.":[119,291],"Three":[120],"different":[121],"approaches":[124],"taken":[126],"drive":[128],"developed":[130],"model.":[133],"performance":[136],"demonstrated":[142],"through":[143],"simulation":[144],"Results":[146],"indicate":[147,294],"that":[148,178,295],"optimized":[150],"scheme":[151],"can":[152,301],"reduce":[153,303],"by":[156,166,175],"over":[157,167],"10%":[158],"maximum":[160],"holder":[165],"14%.":[168],"Note":[169],"Practitioners\u2014This":[171],"motivated":[174],"problem":[177,208],"significant":[180],"occurs":[183],"when":[184],"CNC":[186,224,271,308],"continuously":[191],"drives":[192],"move,":[197],"accelerate":[198],"or":[199,219],"decelerate.":[200],"previous":[202],"studies":[203],"cope":[205],"this":[207,259,296],"broadly":[209],"separately":[212],"analyze":[213],"energy-saving":[214],"characteristics":[215],"suggests":[231],"system,":[244],"which":[245],"integrates":[247],"In":[258],"article,":[260],"we":[261],"mathematically":[262],"derive":[263],"an":[264],"By":[276],"surrogate":[278],"assisted":[279],"method,":[280],"Simulation":[292],"experiments":[293],"feasible":[299],"significantly":[302]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
