{"id":"https://openalex.org/W7140201981","doi":"https://doi.org/10.1016/j.procs.2026.02.446","title":"Bio-Inspired Modified Framework for Advanced Predictive Maintenance","display_name":"Bio-Inspired Modified Framework for Advanced Predictive Maintenance","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140201981","doi":"https://doi.org/10.1016/j.procs.2026.02.446"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.02.446","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.446","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.02.446","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Galina Samigulina","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Galina Samigulina","raw_affiliation_strings":["Institute of Information and Computing Technologies, str. Shevchenko 28, Almaty, 050010, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information and Computing Technologies, str. Shevchenko 28, Almaty, 050010, Kazakhstan","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zarina Samigulina","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zarina Samigulina","raw_affiliation_strings":["Institute of Information and Computing Technologies, str. Shevchenko 28, Almaty, 050010, Kazakhstan","Kazakh-British Technical University, str. Tole be 59, Almaty, 050000, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information and Computing Technologies, str. Shevchenko 28, Almaty, 050010, Kazakhstan","institution_ids":[]},{"raw_affiliation_string":"Kazakh-British Technical University, str. Tole be 59, Almaty, 050000, Kazakhstan","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Daulet Bekeshev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daulet Bekeshev","raw_affiliation_strings":["Institute of Information and Computing Technologies, str. Shevchenko 28, Almaty, 050010, Kazakhstan","Kazakh-British Technical University, str. Tole be 59, Almaty, 050000, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information and Computing Technologies, str. Shevchenko 28, Almaty, 050010, Kazakhstan","institution_ids":[]},{"raw_affiliation_string":"Kazakh-British Technical University, str. Tole be 59, Almaty, 050000, Kazakhstan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63270874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"278","issue":null,"first_page":"125","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.7214000225067139,"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"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.7214000225067139,"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"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.010300000198185444,"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"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.00989999994635582,"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/predictive-maintenance","display_name":"Predictive maintenance","score":0.6292999982833862},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5174000263214111},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5115000009536743},{"id":"https://openalex.org/keywords/industrial-production","display_name":"Industrial production","score":0.5019000172615051},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.5006999969482422},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.3968000113964081},{"id":"https://openalex.org/keywords/artificial-immune-system","display_name":"Artificial immune system","score":0.37040001153945923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8267999887466431},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6292999982833862},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5174000263214111},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5115000009536743},{"id":"https://openalex.org/C82753439","wikidata":"https://www.wikidata.org/wiki/Q1419090","display_name":"Industrial production","level":2,"score":0.5019000172615051},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.5006999969482422},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.40369999408721924},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.37040001153945923},{"id":"https://openalex.org/C2984282874","wikidata":"https://www.wikidata.org/wiki/Q10952243","display_name":"Industrial equipment","level":2,"score":0.35740000009536743},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2678000032901764},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C139968098","wikidata":"https://www.wikidata.org/wiki/Q3055454","display_name":"Development environment","level":2,"score":0.25110000371932983},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.02.446","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.446","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.02.446","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.02.446","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6025592684745789,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2315865546","https://openalex.org/W2889847541","https://openalex.org/W2916156896","https://openalex.org/W3035778723","https://openalex.org/W3109840664","https://openalex.org/W3125873456","https://openalex.org/W3126855329","https://openalex.org/W3201753520","https://openalex.org/W4210633221","https://openalex.org/W4281563762","https://openalex.org/W4353005049","https://openalex.org/W4409814779"],"related_works":[],"abstract_inverted_index":{"At":[0],"present,":[1],"modern":[2,22],"trends":[3],"in":[4,64],"the":[5,36,45,90,103,117,134,137,162,174,180,184,198,201,206,212],"development":[6,37,104],"of":[7,14,38,44,47,59,105,112,119,133,139,145,155,169,183,190,200,208],"Smart":[8],"production":[9,65,91,181],"based":[10,115,204],"on":[11,116,165,179,205,211],"bioinspired":[12],"approaches":[13],"artificial":[15,146],"intelligence":[16],"are":[17,62,100,194],"relevant":[18],"and":[19,30,70,84,127,173,192],"promising":[20],"for":[21,41,109,125,160],"high-tech":[23],"science-intensive":[24],"industrial":[25,48,75,113,156],"complexes":[26],"equipped":[27],"with":[28,74,88],"complex":[29],"expensive":[31],"equipment.":[32],"Particularly":[33],"important":[34],"is":[35],"intelligent":[39,107],"technologies":[40],"predictive":[42,110],"diagnostics":[43,111],"state":[46],"equipment,":[49,94],"which":[50,196],"forecast":[51],"malfunctions":[52],"before":[53],"emergency":[54],"situations":[55,80],"occur.":[56],"Prompt":[57],"correction":[58],"problems":[60],"that":[61],"brewing":[63],"due":[66],"to":[67,82,102],"possible":[68],"malfunctions,":[69],"timely":[71],"preventive":[72],"work":[73],"equipment":[76,114],"allows":[77],"preventing":[78],"many":[79],"leading":[81],"technical":[83],"financial":[85],"costs":[86],"associated":[87],"stopping":[89],"line,":[92],"repairing":[93],"eliminating":[95],"accidents,":[96],"etc.":[97],"These":[98],"studies":[99],"devoted":[101],"an":[106],"system":[108],"use":[118],"a":[120,151,170],"modified":[121],"endocrine-immune":[122],"algorithm":[123,135,144,203],"(MEIA)":[124],"oil":[126,186],"gas":[128],"facilities.":[129],"The":[130,143,188],"endocrine":[131],"component":[132],"solves":[136],"problem":[138],"identifying":[140],"informative":[141],"features.":[142],"immune":[147],"systems":[148],"acts":[149],"as":[150],"classifier.":[152],"Two":[153],"sets":[154],"data":[157],"were":[158],"used":[159],"modeling:":[161],"\u00abMotor\u00bb":[163],"database":[164,176],"various":[166,209],"operating":[167],"modes":[168],"DC":[171],"motor":[172],"\u00abTSHO\u00bb":[175,213],"from":[177],"sensors":[178],"line":[182],"TengizChevroil":[185],"refinery.":[187],"results":[189],"modeling":[191],"experiments":[193],"presented,":[195],"showed":[197],"advantage":[199],"MEIA":[202],"analysis":[207],"metrics":[210],"database.":[214]},"counts_by_year":[],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2026-03-25T00:00:00"}