{"id":"https://openalex.org/W4200419251","doi":"https://doi.org/10.1080/00207543.2021.2010144","title":"A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision","display_name":"A hybrid approach of case-based reasoning and process reasoning to typical parts grinding process intelligent decision","publication_year":2021,"publication_date":"2021-12-24","ids":{"openalex":"https://openalex.org/W4200419251","doi":"https://doi.org/10.1080/00207543.2021.2010144"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2021.2010144","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.2010144","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5101859216","display_name":"Zhongyang Li","orcid":"https://orcid.org/0000-0002-3486-5593"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyang Li","raw_affiliation_strings":["Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-3486-5593","affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101887624","display_name":"Zhaohui Deng","orcid":"https://orcid.org/0000-0001-9246-1856"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaohui Deng","raw_affiliation_strings":["Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090870301","display_name":"Zhiguang Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguang Ge","raw_affiliation_strings":["Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030141592","display_name":"Lishu Lv","orcid":"https://orcid.org/0000-0003-0709-9579"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lishu Lv","raw_affiliation_strings":["Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091223457","display_name":"Jimin Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jimin Ge","raw_affiliation_strings":["Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I121296143"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of High Efficiency and Precision Machining of Difficult-to-cut Material, Hunan University of Science and Technology, Xiangtan, People's Republic of China","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101887624"],"corresponding_institution_ids":["https://openalex.org/I121296143"],"apc_list":null,"apc_paid":null,"fwci":1.018,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79787048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"61","issue":"2","first_page":"503","last_page":"519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9994999766349792,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9926999807357788,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.97079998254776,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"Case-based reasoning","score":0.8558986186981201},{"id":"https://openalex.org/keywords/grinding","display_name":"Grinding","score":0.6499204635620117},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6463156938552856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5839095115661621},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5531833171844482},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.53571617603302},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.4613172709941864},{"id":"https://openalex.org/keywords/reasoning-system","display_name":"Reasoning system","score":0.45422035455703735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42927446961402893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37034904956817627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30347391963005066},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12051841616630554},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.10249245166778564}],"concepts":[{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.8558986186981201},{"id":"https://openalex.org/C2777571299","wikidata":"https://www.wikidata.org/wiki/Q3680646","display_name":"Grinding","level":2,"score":0.6499204635620117},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6463156938552856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5839095115661621},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5531833171844482},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.53571617603302},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.4613172709941864},{"id":"https://openalex.org/C89288958","wikidata":"https://www.wikidata.org/wiki/Q7301504","display_name":"Reasoning system","level":2,"score":0.45422035455703735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42927446961402893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37034904956817627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30347391963005066},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12051841616630554},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.10249245166778564},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":2,"locations":[{"id":"doi:10.1080/00207543.2021.2010144","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.2010144","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:61:y:2023:i:2:p:503-519","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2021.2010144","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G5043671653","display_name":null,"funder_award_id":"U1809221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1182858833","https://openalex.org/W2014700779","https://openalex.org/W2020407132","https://openalex.org/W2031938413","https://openalex.org/W2050901914","https://openalex.org/W2066495914","https://openalex.org/W2083246963","https://openalex.org/W2119581381","https://openalex.org/W2120219750","https://openalex.org/W2124419941","https://openalex.org/W2126385963","https://openalex.org/W2128281733","https://openalex.org/W2138714597","https://openalex.org/W2228805680","https://openalex.org/W2326755657","https://openalex.org/W2337183174","https://openalex.org/W2497330530","https://openalex.org/W2508152011","https://openalex.org/W2749013324","https://openalex.org/W2751499142","https://openalex.org/W2764056018","https://openalex.org/W2766789588","https://openalex.org/W2768294129","https://openalex.org/W2790702797","https://openalex.org/W2804816430","https://openalex.org/W2886760626","https://openalex.org/W2887878276","https://openalex.org/W2900601594","https://openalex.org/W2915288569","https://openalex.org/W2947546953","https://openalex.org/W2951701500","https://openalex.org/W2991522481","https://openalex.org/W2997442883","https://openalex.org/W3011623992","https://openalex.org/W3020020246","https://openalex.org/W3022512689","https://openalex.org/W3023023437","https://openalex.org/W3023153919","https://openalex.org/W3024803996","https://openalex.org/W3028241742","https://openalex.org/W3041686277","https://openalex.org/W3087391159","https://openalex.org/W3087885925","https://openalex.org/W3089072207","https://openalex.org/W3112507176"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2344064156","https://openalex.org/W2393765871","https://openalex.org/W2015238523","https://openalex.org/W2379861981","https://openalex.org/W2359378829","https://openalex.org/W2375534736","https://openalex.org/W2372743673","https://openalex.org/W2353191182","https://openalex.org/W2380938237"],"abstract_inverted_index":{"After":[0],"grinding,":[1],"the":[2,30,34,66,69,73,78,81,85,91,94,107,119,122,133,136,140,148,152,156,168,183,188],"machine":[3,35,138],"tool":[4,36],"spindle":[5,157],"with":[6],"high":[7],"surface":[8,153],"integrity":[9],"has":[10],"a":[11,25],"significant":[12],"impact":[13],"on":[14,42,90,167],"its":[15],"subsequent":[16],"service":[17],"life.":[18],"Therefore,":[19],"it":[20],"is":[21,115,130],"necessary":[22],"to":[23,117,192],"create":[24],"reasonable":[26],"process":[27,32,47,101,195],"plan":[28],"for":[29,197],"grinding":[31,137,159],"of":[33,60,93,112,135,142,155,187],"spindle.":[37],"A":[38,163],"hybrid":[39,189],"method":[40,71,191],"based":[41,166],"case-based":[43],"reasoning":[44,48],"(CBR)":[45],"and":[46,57,72,77,84,177,185],"(PR)":[49],"was":[50,145,160,171],"proposed":[51,169],"in":[52,65],"this":[53,143],"paper.":[54],"The":[55,98,180],"subjective":[56],"objective":[58],"weights":[59],"feature":[61],"attributes":[62],"are":[63,88],"determined":[64],"CBR":[67,128],"by":[68,110,173],"AHP":[70],"CRITIC":[74],"method,":[75],"respectively,":[76],"similarities":[79],"between":[80],"latest":[82],"case":[83,87,108,123,134],"retrieved":[86,126],"calculated":[89],"basis":[92],"nearest":[95],"neighbour":[96],"algorithm.":[97],"most":[99],"suitable":[100],"solution":[102],"can":[103],"be":[104,125],"selected":[105],"from":[106],"database":[109],"means":[111],"CBR.":[113],"PR":[114],"applied":[116],"solve":[118],"problem":[120],"that":[121,151],"cannot":[124],"through":[127],"or":[129],"unsatisfactory.":[131],"In":[132],"spindle,":[139],"applicability":[141],"technology":[144],"demonstrated.":[146],"Consequently,":[147],"results":[149,181],"revealed":[150],"consistency":[154],"after":[158],"substantially":[161],"increased.":[162],"decision-making":[164],"system":[165],"approach":[170],"developed":[172],"using":[174],"Qt":[175],"4.8.7":[176],"SQLite":[178],"3.":[179],"demonstrate":[182],"viability":[184],"efficacy":[186],"CBR-PR":[190],"rapidly":[193],"generate":[194],"planning":[196],"specific":[198],"parts.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
