{"id":"https://openalex.org/W2040047836","doi":"https://doi.org/10.1177/0954405414565136","title":"Modeling and multi-response optimization of milling characteristics based on Taguchi and gray relational analysis","display_name":"Modeling and multi-response optimization of milling characteristics based on Taguchi and gray relational analysis","publication_year":2015,"publication_date":"2015-02-09","ids":{"openalex":"https://openalex.org/W2040047836","doi":"https://doi.org/10.1177/0954405414565136","mag":"2040047836"},"language":"en","primary_location":{"id":"doi:10.1177/0954405414565136","doi":"https://doi.org/10.1177/0954405414565136","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0954405414565136","pdf_url":null,"source":{"id":"https://openalex.org/S68701239","display_name":"Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture","issn_l":"0954-4054","issn":["0954-4054","2041-2975"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11486/5151","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065638933","display_name":"Murat Sar\u0131kaya","orcid":"https://orcid.org/0000-0001-6100-0731","observed_orcids":["https://orcid.org/0000-0001-6100-0731"]},"institutions":[{"id":"https://openalex.org/I76257594","display_name":"Sinop University","ror":"https://ror.org/004ah3r71","country_code":"TR","type":"education","lineage":["https://openalex.org/I76257594"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Murat Sar\u0131kaya","raw_affiliation_strings":["Department of Mechanical Engineering, Sinop University, Sinop, Turkey","#N# 1Department of Mechanical Engineering, Sinop University, Sinop, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Sinop University, Sinop, Turkey","institution_ids":["https://openalex.org/I76257594"]},{"raw_affiliation_string":"#N# 1Department of Mechanical Engineering, Sinop University, Sinop, Turkey","institution_ids":["https://openalex.org/I76257594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103060921","display_name":"Volkan Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-8937-6527","observed_orcids":["https://orcid.org/0000-0002-8937-6527"]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Volkan Y\u0131lmaz","raw_affiliation_strings":["Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey","2Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]},{"raw_affiliation_string":"2Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010272238","display_name":"Hakan Dilipak","orcid":"https://orcid.org/0000-0003-3796-8181","observed_orcids":["https://orcid.org/0000-0003-3796-8181"]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hakan Dilipak","raw_affiliation_strings":["Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey","2Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]},{"raw_affiliation_string":"2Manufacturing Department, Technology Faculty, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5065638933"],"corresponding_institution_ids":["https://openalex.org/I76257594"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":5.6796,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.95341692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"230","issue":"6","first_page":"1049","last_page":"1065"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9937000274658203,"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":0.9937000274658203,"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":0.0027000000700354576,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/milling","display_name":"milling","score":0.8600000143051147},{"id":"https://openalex.org/keywords/aisi-1050-steel","display_name":"AISI 1050 steel","score":0.9490000009536743},{"id":"https://openalex.org/keywords/multi-response-optimization","display_name":"multi-response optimization","score":0.9570000171661377},{"id":"https://openalex.org/keywords/taguchi-method","display_name":"Taguchi method","score":0.7070000171661377},{"id":"https://openalex.org/keywords/grey-relational-analysis","display_name":"grey relational analysis","score":0.9580000042915344},{"id":"https://openalex.org/keywords/cutting-force","display_name":"cutting force","score":0.6869999766349792},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"surface roughness","score":0.972000002861023},{"id":"https://openalex.org/keywords/machining-vibration","display_name":"machining vibration","score":0.6759999990463257},{"id":"https://openalex.org/keywords/depth-of-cut","display_name":"depth of cut","score":0.7239999771118164},{"id":"https://openalex.org/keywords/feed-rate","display_name":"feed rate","score":1.0},{"id":"https://openalex.org/keywords/cutting-speed","display_name":"cutting speed","score":0.9990000128746033},{"id":"https://openalex.org/keywords/process-parameter-optimization","display_name":"process parameter optimization","score":0.7129999995231628},{"id":"https://openalex.org/keywords/regression-models","display_name":"regression models","score":0.5960000157356262}],"concepts":[{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.9065853357315063},{"id":"https://openalex.org/C42632107","wikidata":"https://www.wikidata.org/wiki/Q2031860","display_name":"Orthogonal array","level":3,"score":0.6854637861251831},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.6363396644592285},{"id":"https://openalex.org/C64734493","wikidata":"https://www.wikidata.org/wiki/Q5608296","display_name":"Grey relational analysis","level":2,"score":0.5361848473548889},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5198062658309937},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4747902750968933},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3692622184753418},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2968345880508423},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.2480320930480957},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.21984365582466125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19818222522735596},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1757342517375946},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1177/0954405414565136","doi":"https://doi.org/10.1177/0954405414565136","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0954405414565136","pdf_url":null,"source":{"id":"https://openalex.org/S68701239","display_name":"Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture","issn_l":"0954-4054","issn":["0954-4054","2041-2975"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.sinop.edu.tr:11486/5151","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11486/5151","pdf_url":null,"source":{"id":"https://openalex.org/S4377196687","display_name":"DSpace-Sinop (Sinop University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I76257594","host_organization_name":"Sinop University","host_organization_lineage":["https://openalex.org/I76257594"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:acikerisim.sinop.edu.tr:11486/5151","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11486/5151","pdf_url":null,"source":{"id":"https://openalex.org/S4377196687","display_name":"DSpace-Sinop (Sinop University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I76257594","host_organization_name":"Sinop University","host_organization_lineage":["https://openalex.org/I76257594"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1577818368","https://openalex.org/W1965723200","https://openalex.org/W1972205639","https://openalex.org/W1977710100","https://openalex.org/W1979251542","https://openalex.org/W1983532561","https://openalex.org/W1990362262","https://openalex.org/W1995429244","https://openalex.org/W2014342438","https://openalex.org/W2015226308","https://openalex.org/W2018275824","https://openalex.org/W2023457407","https://openalex.org/W2025938955","https://openalex.org/W2029011826","https://openalex.org/W2030089400","https://openalex.org/W2030165273","https://openalex.org/W2040239843","https://openalex.org/W2045607521","https://openalex.org/W2049875489","https://openalex.org/W2052979251","https://openalex.org/W2074321376","https://openalex.org/W2083013526","https://openalex.org/W2086481171","https://openalex.org/W2089146439","https://openalex.org/W2093033674","https://openalex.org/W2093706257","https://openalex.org/W2096793932","https://openalex.org/W2163167937","https://openalex.org/W2170567964","https://openalex.org/W2187413567"],"related_works":["https://openalex.org/W2345113388","https://openalex.org/W2761057204","https://openalex.org/W2746412752","https://openalex.org/W7217609439","https://openalex.org/W2941664377","https://openalex.org/W2552636173","https://openalex.org/W2937460753","https://openalex.org/W1493768559","https://openalex.org/W2320890746","https://openalex.org/W2803601226"],"abstract_inverted_index":{"This":[0],"article":[1],"focuses":[2],"on":[3,37,91,147],"experimental":[4],"investigation":[5],"and":[6,16,26,67,87,94,98,127,132,160,211,222],"effective":[7],"approach":[8,254],"to":[9,120,140,168,217],"optimize":[10],"the":[11,50,107,122,142,169,177,182,191,228,236,246,271,275,280],"milling":[12,51,256],"characteristics":[13],"with":[14,125,235],"mono":[15],"multiple":[17,237],"response":[18],"outputs":[19,109],"such":[20,59,78],"as":[21,60,79,279],"vibration":[22,61],"signals,":[23],"cutting":[24,64,85,206],"force,":[25],"surface":[27,68],"roughness.":[28],"To":[29],"achieve":[30],"this":[31,253],"goal,":[32],"experiments":[33],"were":[34,71,96,100,151,174],"designed":[35],"based":[36],"Taguchi\u2019s":[38,115],"L":[39],"18":[40],"(2":[41],"1":[42,199,216],"\u00d7":[43],"3":[44,45],")":[46],"orthogonal":[47],"array.":[48],"During":[49],"of":[52,75,81,89,136,144,181,196,198,203,208,213,215,257,263,282],"AISI":[53,258],"1050":[54,259],"steel,":[55],"process":[56,76,145],"performance":[57,247],"indicators":[58,248],"signals":[62],"(RMS),":[63],"force":[65],"(Fx),":[66],"roughness":[69],"(Ra)":[70],"measured.":[72],"The":[73],"effect":[74],"parameters":[77,99,146],"depth":[80,195],"cut,":[82],"feed":[83,201,272],"rate,":[84],"speed,":[86],"number":[88,212],"insert":[90,214],"RMS,":[92,220],"Fx,":[93,221],"Ra":[95,157],"investigated":[97],"simultaneously":[101,219],"optimized":[102],"by":[103],"taking":[104],"into":[105],"consideration":[106],"multi-response":[108,170],"using":[110,164,252],"Taguchi-based":[111],"gray":[112,183,232,266],"relational":[113,184,233,267],"analysis.":[114,166],"signal-to-noise":[116,179],"ratio":[117,180],"was":[118,138,187,194,225],"employed":[119],"obtain":[121],"best":[123],"combination":[124,193],"smaller-the-better":[126],"larger-the-better":[128],"approaches":[129],"for":[130,265],"mono-":[131],"multi-optimization,":[133],"respectively.":[134],"Analysis":[135],"variance":[137,264],"conducted":[139],"determine":[141],"importance":[143],"responses.":[148],"Mathematical":[149],"models":[150],"created,":[152],"namely,":[153],"RMS":[154],"pre":[155,158,162],",":[156,159,163],"Fx":[161],"regression":[165],"According":[167],"optimization":[171],"results,":[172],"which":[173],"obtained":[175,226],"from":[176],"largest":[178],"grade,":[185],"it":[186],"found":[188],"out":[189],"that":[190,227,245,270],"optimum":[192],"cut":[197],"mm,":[200],"rate":[202,273],"0.05":[204],"mm/rev,":[205],"speed":[207],"308":[209],"m/min,":[210],"minimize":[218],"Ra.":[223],"It":[224,241],"percentage":[229],"improvement":[230],"in":[231,255],"grade":[234,268],"responses":[238,284],"is":[239,242,274,285],"42.9%.":[240],"clearly":[243],"shown":[244],"are":[249],"significantly":[250],"improved":[251],"steel.":[260],"Moreover,":[261],"analysis":[262],"proved":[269],"most":[276],"influential":[277],"factor":[278],"minimization":[281],"all":[283],"concurrently":[286],"considered.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
