{"id":"https://openalex.org/W4210845386","doi":"https://doi.org/10.1007/s10845-022-01916-1","title":"A dynamic mode decomposition based deep learning technique for prognostics","display_name":"A dynamic mode decomposition based deep learning technique for prognostics","publication_year":2022,"publication_date":"2022-02-09","ids":{"openalex":"https://openalex.org/W4210845386","doi":"https://doi.org/10.1007/s10845-022-01916-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-022-01916-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-022-01916-1","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/thesis/A_Dynamic_Mode_Decomposition_Based_Deep_Learning_Technique_for_Prognostics/14134340","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000695423","display_name":"Khaled Akkad","orcid":"https://orcid.org/0000-0003-0374-2803"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Khaled Akkad","raw_affiliation_strings":["The Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, IL, 60607, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, IL, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024485817","display_name":"David He","orcid":"https://orcid.org/0000-0002-5703-6616"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David He","raw_affiliation_strings":["The Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, IL, 60607, USA"],"affiliations":[{"raw_affiliation_string":"The Department of Mechanical and Industrial Engineering, University of Illinois at Chicago, Chicago, IL, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000695423"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.9716,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.73032019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"34","issue":"5","first_page":"2207","last_page":"2224"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T13213","display_name":"Mechanical Failure Analysis and Simulation","score":0.9894999861717224,"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9886999726295471,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.9648678302764893},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6810818314552307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5451750159263611},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5180966258049011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4965243935585022},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4495597183704376},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.44300076365470886},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4275255799293518},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4247346818447113},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42151811718940735},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4119420647621155},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35808929800987244},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10489937663078308}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9648678302764893},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6810818314552307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5451750159263611},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5180966258049011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4965243935585022},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4495597183704376},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.44300076365470886},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4275255799293518},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4247346818447113},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42151811718940735},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4119420647621155},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35808929800987244},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10489937663078308},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10845-022-01916-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-022-01916-1","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:joinma:v:34:y:2023:i:5:d:10.1007_s10845-022-01916-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-022-01916-1","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"},{"id":"pmh:oai:figshare.com:article/14134340","is_oa":true,"landing_page_url":"https://figshare.com/articles/thesis/A_Dynamic_Mode_Decomposition_Based_Deep_Learning_Technique_for_Prognostics/14134340","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.25417/uic.14134340.v1","is_oa":true,"landing_page_url":"https://doi.org/10.25417/uic.14134340.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407051395","display_name":"University of Illinois Chicago","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/14134340","is_oa":true,"landing_page_url":"https://figshare.com/articles/thesis/A_Dynamic_Mode_Decomposition_Based_Deep_Learning_Technique_for_Prognostics/14134340","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1422238814","https://openalex.org/W1986907389","https://openalex.org/W1997054581","https://openalex.org/W2000581823","https://openalex.org/W2005708641","https://openalex.org/W2014356541","https://openalex.org/W2022621390","https://openalex.org/W2030166992","https://openalex.org/W2038012452","https://openalex.org/W2060806808","https://openalex.org/W2078098002","https://openalex.org/W2078898317","https://openalex.org/W2105338713","https://openalex.org/W2109418752","https://openalex.org/W2110787940","https://openalex.org/W2127101187","https://openalex.org/W2168222921","https://openalex.org/W2415594836","https://openalex.org/W2471161958","https://openalex.org/W2513477101","https://openalex.org/W2542208871","https://openalex.org/W2558869916","https://openalex.org/W2580840020","https://openalex.org/W2591055632","https://openalex.org/W2592062672","https://openalex.org/W2612904117","https://openalex.org/W2617137613","https://openalex.org/W2647889534","https://openalex.org/W2690485866","https://openalex.org/W2744067593","https://openalex.org/W2750643767","https://openalex.org/W2754035802","https://openalex.org/W2765893638","https://openalex.org/W2772084711","https://openalex.org/W2773965413","https://openalex.org/W2774345466","https://openalex.org/W2789263499","https://openalex.org/W2790625295","https://openalex.org/W2790729248","https://openalex.org/W2791168136","https://openalex.org/W2792871522","https://openalex.org/W2792916989","https://openalex.org/W2798854001","https://openalex.org/W2799972844","https://openalex.org/W2805330622","https://openalex.org/W2808622270","https://openalex.org/W2809817009","https://openalex.org/W2810332900","https://openalex.org/W2811131765","https://openalex.org/W2815862320","https://openalex.org/W2870736296","https://openalex.org/W2883525675","https://openalex.org/W2886028207","https://openalex.org/W2887044785","https://openalex.org/W2888664008","https://openalex.org/W2888865870","https://openalex.org/W2889347686","https://openalex.org/W2889448589","https://openalex.org/W2889809771","https://openalex.org/W2892549780","https://openalex.org/W2892736377","https://openalex.org/W2892748417","https://openalex.org/W2914488306","https://openalex.org/W2955134049","https://openalex.org/W2964286182","https://openalex.org/W2970342618","https://openalex.org/W2981083828","https://openalex.org/W3003257820","https://openalex.org/W3035965352","https://openalex.org/W3099803807","https://openalex.org/W3099878876","https://openalex.org/W3136556279","https://openalex.org/W6634570306","https://openalex.org/W6713134421","https://openalex.org/W6907689306"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W2030958945","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2168646784","https://openalex.org/W2466930957","https://openalex.org/W3182014137"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
