{"id":"https://openalex.org/W2029255142","doi":"https://doi.org/10.1142/s1793962313500013","title":"MODELING AND OPTIMIZATION OF THE CUTTING FLUID FLOW AND PARAMETERS FOR INCREASING TOOL LIFE IN SLOT MILLING ON St52","display_name":"MODELING AND OPTIMIZATION OF THE CUTTING FLUID FLOW AND PARAMETERS FOR INCREASING TOOL LIFE IN SLOT MILLING ON St52","publication_year":2012,"publication_date":"2012-11-11","ids":{"openalex":"https://openalex.org/W2029255142","doi":"https://doi.org/10.1142/s1793962313500013","mag":"2029255142"},"language":"en","primary_location":{"id":"doi:10.1142/s1793962313500013","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962313500013","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","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/A5109389152","display_name":"Amir Mahyar Khorasani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108235","display_name":"Iran University of Industries and Mines","ror":"https://ror.org/01yz57p78","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210108235"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"AMIR MAHYAR KHORASANI","raw_affiliation_strings":["Faculty of High Technology and Engineering, Iran University of Industries and Mines, 578-Hafez Street, Karimkhan Blv., Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of High Technology and Engineering, Iran University of Industries and Mines, 578-Hafez Street, Karimkhan Blv., Tehran, Iran","institution_ids":["https://openalex.org/I4210108235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015559972","display_name":"Alex Kootsookos","orcid":"https://orcid.org/0000-0002-6329-3264"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"ALEX KOOTSOOKOS","raw_affiliation_strings":["School of Aerospace, Mechanical and Manufacturing Engineering, RMIT University, G.P.O. Box 2476V, Melbourne 3001, Australia"],"affiliations":[{"raw_affiliation_string":"School of Aerospace, Mechanical and Manufacturing Engineering, RMIT University, G.P.O. Box 2476V, Melbourne 3001, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5109389152"],"corresponding_institution_ids":["https://openalex.org/I4210108235"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.14336403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"04","issue":"02","first_page":"1350001","last_page":"1350001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/taguchi-methods","display_name":"Taguchi methods","score":0.7467014789581299},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.6830632090568542},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6812978386878967},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6186368465423584},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5180968642234802},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5107707977294922},{"id":"https://openalex.org/keywords/volumetric-flow-rate","display_name":"Volumetric flow rate","score":0.496799498796463},{"id":"https://openalex.org/keywords/design-of-experiments","display_name":"Design of experiments","score":0.4741781949996948},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.46688926219940186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45387640595436096},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.35060593485832214},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3161558508872986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27440452575683594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1827026605606079},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11824071407318115},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11674028635025024},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.10047703981399536}],"concepts":[{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.7467014789581299},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.6830632090568542},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6812978386878967},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6186368465423584},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5180968642234802},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5107707977294922},{"id":"https://openalex.org/C172120300","wikidata":"https://www.wikidata.org/wiki/Q1134348","display_name":"Volumetric flow rate","level":2,"score":0.496799498796463},{"id":"https://openalex.org/C34559072","wikidata":"https://www.wikidata.org/wiki/Q2334061","display_name":"Design of experiments","level":2,"score":0.4741781949996948},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.46688926219940186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45387640595436096},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.35060593485832214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3161558508872986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27440452575683594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1827026605606079},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11824071407318115},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11674028635025024},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.10047703981399536},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1142/s1793962313500013","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962313500013","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"},{"id":"pmh:oai:researchbank.rmit.edu.au:rmit:23123","is_oa":false,"landing_page_url":"http://researchbank.rmit.edu.au/view/rmit:23123","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:alma.61RMIT_INST:11246934780001341","is_oa":false,"landing_page_url":"http://doi.org/10.1142/S1793962313500013","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30132753","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1965758314","https://openalex.org/W1966210142","https://openalex.org/W1966754268","https://openalex.org/W1990432800","https://openalex.org/W2002483880","https://openalex.org/W2003947476","https://openalex.org/W2008768416","https://openalex.org/W2021668592","https://openalex.org/W2056601507","https://openalex.org/W2066806820","https://openalex.org/W2077341607","https://openalex.org/W2088310010","https://openalex.org/W2089146439","https://openalex.org/W2107077827","https://openalex.org/W2136459762","https://openalex.org/W2164141749","https://openalex.org/W2572421041"],"related_works":["https://openalex.org/W2024402881","https://openalex.org/W2777987917","https://openalex.org/W2138181911","https://openalex.org/W2752031109","https://openalex.org/W186921175","https://openalex.org/W2065214716","https://openalex.org/W2789692739","https://openalex.org/W168361663","https://openalex.org/W2142112859","https://openalex.org/W4385306513"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,17,30,41,46,50,72,75,78,118,124],"CNC":[4],"machining":[5],"of":[6,19,43,63,74,91,120],"St52":[7],"was":[8,49,81,101,110],"modeled":[9],"using":[10],"an":[11,121],"artificial":[12],"neural":[13],"network":[14],"(ANN)":[15],"in":[16,29],"form":[18],"a":[20,92,129],"four-layer":[21],"multi-layer":[22],"perceptron":[23],"(MLP).":[24],"The":[25],"cutting":[26,33],"parameters":[27],"used":[28,68],"model":[31,47],"were":[32],"fluid":[34],"flow,":[35],"feed":[36],"rate,":[37],"spindle":[38],"speed":[39],"and":[40,45,57,69,77,109,131],"depth":[42],"cut":[44],"output":[48,73],"tool":[51,99],"life.":[52],"For":[53],"obtaining":[54],"more":[55],"accuracy":[56],"spending":[58],"less":[59],"time":[60],"Taguchi":[61],"design":[62],"experiment":[64],"(DOE)":[65],"has":[66,86],"been":[67,87],"correlation":[70],"between":[71],"ANN":[76,122],"experimental":[79,113],"results":[80],"96%.":[82],"Further":[83],"optimization":[84,97,126],"process":[85,98],"done":[88],"by":[89,112],"use":[90],"genetic":[93],"algorithm":[94],"(GA).":[95],"After":[96],"life":[100],"increased":[102],"about":[103],"8%":[104],"equal":[105],"to":[106,134],"33":[107],"min":[108],"corroborated":[111],"tests.":[114],"This":[115],"demonstrates":[116],"that":[117],"coupling":[119],"with":[123],"GA":[125],"technique":[127],"is":[128],"valid":[130],"useful":[132],"approach":[133],"use.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
