{"id":"https://openalex.org/W4243119019","doi":"https://doi.org/10.1093/jcde/qwab004","title":"Application of artificial neural network for lubrication performance evaluation of rough elliptic bore journal bearing","display_name":"Application of artificial neural network for lubrication performance evaluation of rough elliptic bore journal bearing","publication_year":2021,"publication_date":"2021-01-19","ids":{"openalex":"https://openalex.org/W4243119019","doi":"https://doi.org/10.1093/jcde/qwab004"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwab004","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwab004","pdf_url":"https://academic.oup.com/jcde/article-pdf/9/2/279/42617010/qwab004.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/jcde/article-pdf/9/2/279/42617010/qwab004.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088343517","display_name":"Sushanta Kumar Pradhan","orcid":"https://orcid.org/0000-0002-3195-0207"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sushanta Kumar Pradhan","raw_affiliation_strings":["Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048250299","display_name":"Prabhudatta Mishra","orcid":null},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prabhudatta Mishra","raw_affiliation_strings":["Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064840804","display_name":"Prakash Chandra Mishra","orcid":"https://orcid.org/0000-0001-9576-0026"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prabhudatta Mishra","raw_affiliation_strings":["Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064840804","display_name":"Prakash Chandra Mishra","orcid":"https://orcid.org/0000-0001-9576-0026"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakash Chandra Mishra","raw_affiliation_strings":["Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0001-9576-0026","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064840804","display_name":"Prakash Chandra Mishra","orcid":"https://orcid.org/0000-0001-9576-0026"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prakash Chandra Mishra","raw_affiliation_strings":["Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0001-9576-0026","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Veer Surendra Sai University of Technology, Burla 768018, Odisha, India","institution_ids":["https://openalex.org/I185065464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064840804"],"corresponding_institution_ids":["https://openalex.org/I185065464"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":0.5809,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.61328094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"9","issue":"2","first_page":"279","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11138","display_name":"Tribology and Lubrication Engineering","score":0.9991000294685364,"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/T11138","display_name":"Tribology and Lubrication Engineering","score":0.9991000294685364,"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/T11557","display_name":"Lubricants and Their Additives","score":0.9988999962806702,"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/T12362","display_name":"Tribology and Wear Analysis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/lubrication","display_name":"Lubrication","score":0.7220478057861328},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6814579367637634},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6669286489486694},{"id":"https://openalex.org/keywords/isotropy","display_name":"Isotropy","score":0.6369267106056213},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.5126463770866394},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.5034837126731873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4214511513710022},{"id":"https://openalex.org/keywords/square","display_name":"Square (algebra)","score":0.41821789741516113},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3711559772491455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34695500135421753},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.3402460217475891},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.26302850246429443},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.23894327878952026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21952307224273682},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13590463995933533},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.12056264281272888},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09332442283630371}],"concepts":[{"id":"https://openalex.org/C184608416","wikidata":"https://www.wikidata.org/wiki/Q1455803","display_name":"Lubrication","level":2,"score":0.7220478057861328},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6814579367637634},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6669286489486694},{"id":"https://openalex.org/C184050105","wikidata":"https://www.wikidata.org/wiki/Q273163","display_name":"Isotropy","level":2,"score":0.6369267106056213},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.5126463770866394},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.5034837126731873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4214511513710022},{"id":"https://openalex.org/C135692309","wikidata":"https://www.wikidata.org/wiki/Q111124","display_name":"Square (algebra)","level":2,"score":0.41821789741516113},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3711559772491455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34695500135421753},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3402460217475891},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.26302850246429443},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.23894327878952026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21952307224273682},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13590463995933533},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12056264281272888},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09332442283630371}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwab004","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwab004","pdf_url":"https://academic.oup.com/jcde/article-pdf/9/2/279/42617010/qwab004.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwab004","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwab004","pdf_url":"https://academic.oup.com/jcde/article-pdf/9/2/279/42617010/qwab004.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1916166419","https://openalex.org/W1969787162","https://openalex.org/W2002673896","https://openalex.org/W2018476507","https://openalex.org/W2025769326","https://openalex.org/W2033343919","https://openalex.org/W2036726717","https://openalex.org/W2052842268","https://openalex.org/W2053302034","https://openalex.org/W2060501580","https://openalex.org/W2063299289","https://openalex.org/W2066782839","https://openalex.org/W2075609591","https://openalex.org/W2085024018","https://openalex.org/W2126061680","https://openalex.org/W2158903104","https://openalex.org/W2160322157","https://openalex.org/W2227837406","https://openalex.org/W2255995214","https://openalex.org/W2273514829","https://openalex.org/W2297523174","https://openalex.org/W2519188502","https://openalex.org/W2566958870","https://openalex.org/W2587065140","https://openalex.org/W2759352443","https://openalex.org/W2772786369","https://openalex.org/W2891556961","https://openalex.org/W2962014754","https://openalex.org/W2990510310","https://openalex.org/W6733655516"],"related_works":["https://openalex.org/W2069416701","https://openalex.org/W3004165994","https://openalex.org/W2698659293","https://openalex.org/W2029007901","https://openalex.org/W1964858451","https://openalex.org/W796297561","https://openalex.org/W4383497860","https://openalex.org/W2896356113","https://openalex.org/W2385830681","https://openalex.org/W4380991505"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"study,":[3],"rough":[4],"elliptic":[5,28],"bore":[6],"journal":[7],"bearing":[8],"performance":[9,40],"is":[10,95,101],"predicted":[11,116],"using":[12],"an":[13,110],"artificial":[14],"neural":[15],"network":[16],"(ANN)":[17],"technique.":[18],"The":[19,37,86],"effects":[20],"of":[21,107,112],"non-circularity":[22],"and":[23,29,33,45,54,62,65,74,81,97],"roughness":[24,66],"are":[25,77,117],"quantified":[26],"to":[27,79,119],"isotropic":[30],"in":[31],"macro":[32],"micro":[34],"scale,":[35],"respectively.":[36],"numerically":[38],"estimated":[39],"parameters":[41],"like":[42],"load,":[43],"friction,":[44],"flow-in":[46],"at":[47],"different":[48],"eccentricities":[49],"[0.3":[50],"(low),":[51,59,69],"0.5":[52],"(medium),":[53,61,71,73],"0.8":[55],"(high)],":[56,64],"non-circularities":[57],"[0.5":[58],"1.0":[60],"2.0":[63],"factors":[67],"[0.1":[68],"0.2":[70],"0.3":[72],"0.4":[75],"(high)]":[76],"used":[78],"train":[80],"build":[82],"the":[83,90,98,114],"ANN":[84],"model.":[85],"training":[87],"continued":[88],"until":[89],"maximum":[91],"mean":[92],"square":[93],"error":[94],"achieved,":[96],"best-fitting":[99],"plot":[100],"generated.":[102],"With":[103],"a":[104],"confidence":[105],"level":[106],"99.75%":[108],"or":[109],"R-value":[111],"0.99757,":[113],"results":[115],"found":[118],"be":[120],"satisfactory.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-03T07:22:36.454288","created_date":"2025-10-10T00:00:00"}