{"id":"https://openalex.org/W2905816632","doi":"https://doi.org/10.17559/tv-20180419095119","title":"Estimation of CNC Grinding Process Parameters Using Different Neural Networks","display_name":"Estimation of CNC Grinding Process Parameters Using Different Neural Networks","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2905816632","doi":"https://doi.org/10.17559/tv-20180419095119","mag":"2905816632"},"language":"en","primary_location":{"id":"doi:10.17559/tv-20180419095119","doi":"https://doi.org/10.17559/tv-20180419095119","is_oa":true,"landing_page_url":"https://doi.org/10.17559/tv-20180419095119","pdf_url":"https://hrcak.srce.hr/file/311140","source":{"id":"https://openalex.org/S1003953879","display_name":"Tehnicki vjesnik - Technical Gazette","issn_l":"1330-3651","issn":["1330-3651","1848-6339"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310314774","host_organization_name":"Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i","host_organization_lineage":["https://openalex.org/P4310314774"],"host_organization_lineage_names":["Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tehnicki vjesnik - Technical Gazette","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2905816632"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://hrcak.srce.hr/file/311140","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032729593","display_name":"Tomislav \u0160ari\u0107","orcid":"https://orcid.org/0000-0002-6339-7936","observed_orcids":["https://orcid.org/0000-0002-6339-7936"]},"institutions":[{"id":"https://openalex.org/I4210148273","display_name":"University of Slavonski Brod","ror":"https://ror.org/0487vq079","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210148273"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"\u0160ari\u0107, Tomislav","raw_affiliation_strings":["Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia","institution_ids":["https://openalex.org/I4210148273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024247372","display_name":"Goran \u0160imunovi\u0107","orcid":"https://orcid.org/0000-0002-7159-2627","observed_orcids":["https://orcid.org/0000-0002-7159-2627"]},"institutions":[{"id":"https://openalex.org/I4210148273","display_name":"University of Slavonski Brod","ror":"https://ror.org/0487vq079","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210148273"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"\u0160imunovi\u0107, Goran","raw_affiliation_strings":["Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia","institution_ids":["https://openalex.org/I4210148273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012275283","display_name":"Djordje Vukeli\u0107","orcid":"https://orcid.org/0000-0003-2420-6778","observed_orcids":["https://orcid.org/0000-0003-2420-6778"]},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vukeli\u0107, \u0110or\u0111e","raw_affiliation_strings":["Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, RS-21000 Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, RS-21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081176418","display_name":"Katica \u0160imunovi\u0107","orcid":"https://orcid.org/0000-0001-5748-7110","observed_orcids":["https://orcid.org/0000-0001-5748-7110"]},"institutions":[{"id":"https://openalex.org/I4210148273","display_name":"University of Slavonski Brod","ror":"https://ror.org/0487vq079","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210148273"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"\u0160imunovi\u0107, Katica","raw_affiliation_strings":["Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia","institution_ids":["https://openalex.org/I4210148273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049600276","display_name":"Roberto Luji\u0107","orcid":"https://orcid.org/0000-0001-5123-3064","observed_orcids":["https://orcid.org/0000-0001-5123-3064","https://orcid.org/0000-0001-7312-3034"]},"institutions":[{"id":"https://openalex.org/I4210148273","display_name":"University of Slavonski Brod","ror":"https://ror.org/0487vq079","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210148273"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Luji\u0107, Roberto","raw_affiliation_strings":["Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Faculty, Trg I. B. Ma\u017eurani\u0107 2, HR-35000 Slavonski Brod, Croatia","institution_ids":["https://openalex.org/I4210148273"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":400,"currency":"EUR","value_usd":431},"apc_paid":{"value":400,"currency":"EUR","value_usd":431},"fwci":1.0878,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8093058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"25","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.4284999966621399,"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/T10320","display_name":"Neural Networks and Applications","score":0.4284999966621399,"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"}},{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.33250001072883606,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.07699999958276749,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/cnc-grinding","display_name":"CNC grinding","score":0.9980000257492065},{"id":"https://openalex.org/keywords/process-parameter-estimation","display_name":"process parameter estimation","score":0.7919999957084656},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.550000011920929},{"id":"https://openalex.org/keywords/modular-neural-networks","display_name":"modular neural networks","score":0.8230000138282776},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.9490000009536743},{"id":"https://openalex.org/keywords/generalized-regression-neural-network","display_name":"generalized regression neural network","score":0.9639999866485596},{"id":"https://openalex.org/keywords/self-organizing-maps","display_name":"self-organizing maps","score":0.9409999847412109},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.9869999885559082},{"id":"https://openalex.org/keywords/heuristic-analysis","display_name":"heuristic analysis","score":0.39500001072883606},{"id":"https://openalex.org/keywords/grinding-process-modeling","display_name":"grinding process modeling","score":0.4490000009536743}],"concepts":[{"id":"https://openalex.org/C2777571299","wikidata":"https://www.wikidata.org/wiki/Q3680646","display_name":"Grinding","level":2,"score":0.690748929977417},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6085063219070435},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6078120470046997},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4564726948738098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45608633756637573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3632912039756775},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26784950494766235},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.17926296591758728},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07243800163269043},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.17559/tv-20180419095119","doi":"https://doi.org/10.17559/tv-20180419095119","is_oa":true,"landing_page_url":"https://doi.org/10.17559/tv-20180419095119","pdf_url":"https://hrcak.srce.hr/file/311140","source":{"id":"https://openalex.org/S1003953879","display_name":"Tehnicki vjesnik - Technical Gazette","issn_l":"1330-3651","issn":["1330-3651","1848-6339"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310314774","host_organization_name":"Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i","host_organization_lineage":["https://openalex.org/P4310314774"],"host_organization_lineage_names":["Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tehnicki vjesnik - Technical Gazette","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4707b59f4afb4898b6baff0997298f84","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/4707b59f4afb4898b6baff0997298f84","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tehni\u010dki Vjesnik, Vol 25, Iss 6, Pp 1770-1775 (2018)","raw_type":"article"},{"id":"pmh:oai:hrcak.srce.hr:212833","doi":null,"is_oa":true,"landing_page_url":"https://hrcak.srce.hr/212833","pdf_url":null,"source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tehni\u010dki vjesnik","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.17559/tv-20180419095119","doi":"https://doi.org/10.17559/tv-20180419095119","is_oa":true,"landing_page_url":"https://doi.org/10.17559/tv-20180419095119","pdf_url":"https://hrcak.srce.hr/file/311140","source":{"id":"https://openalex.org/S1003953879","display_name":"Tehnicki vjesnik - Technical Gazette","issn_l":"1330-3651","issn":["1330-3651","1848-6339"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310314774","host_organization_name":"Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i","host_organization_lineage":["https://openalex.org/P4310314774"],"host_organization_lineage_names":["Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering i"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tehnicki vjesnik - Technical Gazette","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2905816632.pdf","grobid_xml":"https://content.openalex.org/works/W2905816632.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W324304024","https://openalex.org/W1977735970","https://openalex.org/W2182975999","https://openalex.org/W2292523671","https://openalex.org/W2318374746","https://openalex.org/W2423150115","https://openalex.org/W2507864155","https://openalex.org/W2522263958","https://openalex.org/W2530060175","https://openalex.org/W2556147326","https://openalex.org/W2591260772","https://openalex.org/W2599387638","https://openalex.org/W2736820744","https://openalex.org/W2739713592"],"related_works":["https://openalex.org/W2507864155","https://openalex.org/W1978602496","https://openalex.org/W2388718962","https://openalex.org/W2382826415","https://openalex.org/W2012264481","https://openalex.org/W7014513396","https://openalex.org/W2003659684","https://openalex.org/W2593177634","https://openalex.org/W4396595405"],"abstract_inverted_index":{"Continuation":[0],"of":[1,7,9,14,23,32,46,49,98,106,115,136],"research":[2,40],"on":[3,34,86],"solving":[4],"the":[5,20,24,30,35,39,44,50,54,90,96,109,137,153,156,197],"problem":[6,45],"estimation":[8],"CNC":[10],"grinding":[11,36,51],"process":[12,25,37,52,92,112],"parameters":[13,53],"multi-layer":[15],"ceramics":[16],"is":[17],"presented":[18],"in":[19,59],"paper.Heuristic":[21],"analysis":[22],"was":[26,42,93,126,142],"used":[27,58,127],"to":[28],"define":[29],"attributes":[31,122],"influence":[33],"and":[38,77,100,104,117,120,134,141,183],"model":[41],"set.For":[43],"prediction":[47],"-estimation":[48],"following":[55],"networks":[56,140],"were":[57,123,159],"experimental":[60,83],"work:":[61],"Modular":[62,184],"Neural":[63,69,74,80,150,163,171,178,185,191],"Network":[64,70,75,81,151,164,172,179,186,192],"(MNN),":[65],"Radial":[66,168],"Basis":[67,169],"Function":[68,170],"(RBFNN),":[71],"General":[72],"Regression":[73,190],"(GRNN)":[76],"Self-Organizing":[78,176],"Map":[79,177],"(SOMNN).The":[82],"work,":[84],"based":[85],"real":[87],"data":[88],"from":[89],"technological":[91],"performed":[94],"for":[95,131],"purpose":[97],"training":[99],"testing":[101],"various":[102],"architectures":[103,110],"algorithms":[105],"neural":[107,139],"networks.In":[108],"design":[111],"different":[113],"rules":[114],"learning":[116],"transfer":[118],"functions":[119],"other":[121],"used.RMS":[124],"error":[125],"as":[128],"a":[129],"criterion":[130],"value":[132],"evaluation":[133],"comparison":[135],"realised":[138],"compared":[143],"with":[144],"previous":[145],"results":[146,158],"obtained":[147,160],"by":[148,161],"Back-Propagation":[149,162],"(BPNN).In":[152],"validation":[154],"phase":[155],"best":[157],"(RMSE":[165,173,180,187,193],"12,43":[166],"%),":[167],"13,24":[174],"%,),":[175],"13,38":[181],"%)":[182,195],"14,45":[188],"%).General":[189],"21,78":[194],"gave":[196],"worst":[198],"results.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2019-01-01T00:00:00"}
