{"id":"https://openalex.org/W4404115288","doi":"https://doi.org/10.3390/en17225538","title":"A Comprehensive Review of Remaining Useful Life Estimation Approaches for Rotating Machinery","display_name":"A Comprehensive Review of Remaining Useful Life Estimation Approaches for Rotating Machinery","publication_year":2024,"publication_date":"2024-11-06","ids":{"openalex":"https://openalex.org/W4404115288","doi":"https://doi.org/10.3390/en17225538"},"language":"en","primary_location":{"id":"doi:10.3390/en17225538","doi":"https://doi.org/10.3390/en17225538","is_oa":true,"landing_page_url":"https://doi.org/10.3390/en17225538","pdf_url":"https://www.mdpi.com/1996-1073/17/22/5538/pdf?version=1730881222","source":{"id":"https://openalex.org/S198098182","display_name":"Energies","issn_l":"1996-1073","issn":["1996-1073"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1996-1073/17/22/5538/pdf?version=1730881222","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056102051","display_name":"Shahil Kumar","orcid":"https://orcid.org/0009-0001-4951-6716","observed_orcids":["https://orcid.org/0009-0001-4951-6716"]},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"Shahil Kumar","raw_affiliation_strings":["School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji"],"raw_orcid":"https://orcid.org/0009-0001-4951-6716","affiliations":[{"raw_affiliation_string":"School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji","institution_ids":["https://openalex.org/I44666525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066399163","display_name":"Krish Kumar Raj","orcid":"https://orcid.org/0009-0008-2933-4895","observed_orcids":["https://orcid.org/0009-0008-2933-4895"]},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"Krish Kumar Raj","raw_affiliation_strings":["School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji"],"raw_orcid":"https://orcid.org/0009-0008-2933-4895","affiliations":[{"raw_affiliation_string":"School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji","institution_ids":["https://openalex.org/I44666525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050796012","display_name":"Maurizio Cirrincione","orcid":"https://orcid.org/0000-0003-1886-1514","observed_orcids":["https://orcid.org/0000-0003-1886-1514"]},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"Maurizio Cirrincione","raw_affiliation_strings":["School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji"],"raw_orcid":"https://orcid.org/0000-0003-1886-1514","affiliations":[{"raw_affiliation_string":"School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji","institution_ids":["https://openalex.org/I44666525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010351972","display_name":"Giansalvo Cirrincione","orcid":"https://orcid.org/0000-0002-2894-4164","observed_orcids":["https://orcid.org/0000-0002-2894-4164"]},"institutions":[{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Giansalvo Cirrincione","raw_affiliation_strings":["Laboratory of Novel Technologies, University of Picardie Jules Verne, 80000 Amiens, France"],"raw_orcid":"https://orcid.org/0000-0002-2894-4164","affiliations":[{"raw_affiliation_string":"Laboratory of Novel Technologies, University of Picardie Jules Verne, 80000 Amiens, France","institution_ids":["https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048554233","display_name":"Vincenzo Franzitta","orcid":"https://orcid.org/0000-0002-6020-7615","observed_orcids":["https://orcid.org/0000-0002-6020-7615"]},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vincenzo Franzitta","raw_affiliation_strings":["Department of Engineering, University of Palermo, 90128 Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6020-7615","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Palermo, 90128 Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037825401","display_name":"Rahul Kumar","orcid":"https://orcid.org/0000-0002-9287-7197","observed_orcids":["https://orcid.org/0000-0002-9287-7197"]},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"Rahul Ranjeev Kumar","raw_affiliation_strings":["School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji"],"raw_orcid":"https://orcid.org/0000-0002-9287-7197","affiliations":[{"raw_affiliation_string":"School of Information Technology, Engineering, Mathematics and Physics, The University of the South Pacific, Private Mail Bag Laucala Campus, Suva 1168, Fiji","institution_ids":["https://openalex.org/I44666525"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048554233"],"corresponding_institution_ids":["https://openalex.org/I900890020"],"apc_list":{"value":2600,"currency":"CHF","value_usd":2955},"apc_paid":{"value":2600,"currency":"CHF","value_usd":2955},"fwci":7.5306,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.98593917,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"17","issue":"22","first_page":"5538","last_page":"5538"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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":0.9990000128746033,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10876","display_name":"Fault Detection and Control Systems","score":9.999999747378752e-05,"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/remaining-useful-life-prediction","display_name":"remaining useful life prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/rotating-machinery","display_name":"rotating machinery","score":0.9110000133514404},{"id":"https://openalex.org/keywords/prognostics","display_name":"prognostics","score":0.7990000247955322},{"id":"https://openalex.org/keywords/mechanical-faults","display_name":"mechanical faults","score":0.6930000185966492},{"id":"https://openalex.org/keywords/health-indicators","display_name":"health indicators","score":0.8809999823570251},{"id":"https://openalex.org/keywords/failure-threshold","display_name":"failure threshold","score":0.7210000157356262},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"condition monitoring","score":0.9629999995231628},{"id":"https://openalex.org/keywords/fault-detection","display_name":"fault detection","score":0.9900000095367432},{"id":"https://openalex.org/keywords/wind-energy-systems","display_name":"wind energy systems","score":0.7710000276565552},{"id":"https://openalex.org/keywords/offshore-renewable-energy","display_name":"offshore renewable energy","score":0.8130000233650208},{"id":"https://openalex.org/keywords/hybrid-renewable-energy-systems","display_name":"hybrid renewable energy systems","score":0.8109999895095825},{"id":"https://openalex.org/keywords/physics-informed-neural-networks","display_name":"physics-informed neural networks","score":0.9079999923706055},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9879999756813049},{"id":"https://openalex.org/keywords/physics-based-modeling","display_name":"physics-based modeling","score":0.7639999985694885},{"id":"https://openalex.org/keywords/data-driven-modeling","display_name":"data-driven modeling","score":0.7839999794960022},{"id":"https://openalex.org/keywords/model-based-prognostics","display_name":"model-based prognostics","score":0.6259999871253967}],"concepts":[{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6502033472061157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4459435045719147},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4041847288608551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38387811183929443},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3679427206516266},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2365412414073944},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1548531949520111}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/en17225538","doi":"https://doi.org/10.3390/en17225538","is_oa":true,"landing_page_url":"https://doi.org/10.3390/en17225538","pdf_url":"https://www.mdpi.com/1996-1073/17/22/5538/pdf?version=1730881222","source":{"id":"https://openalex.org/S198098182","display_name":"Energies","issn_l":"1996-1073","issn":["1996-1073"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energies","raw_type":"journal-article"},{"id":"pmh:oai:repository.usp.ac.fj:15738","doi":null,"is_oa":true,"landing_page_url":"https://doi.org/10.3390/en17225538","pdf_url":"https://repository.usp.ac.fj/id/eprint/15738/1/energies-17-05538-with-cover.pdf","source":{"id":"https://openalex.org/S4306402186","display_name":"University of the South Pacific Electronic Research Repository (The University of the South Pacific)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I44666525","host_organization_name":"University of the South Pacific","host_organization_lineage":["https://openalex.org/I44666525"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:iris.unipa.it:10447/664993","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10447/664993","pdf_url":"https://iris.unipa.it/bitstream/10447/664993/2/energies-17-05538.pdf","source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-04777181v1","doi":null,"is_oa":false,"landing_page_url":"https://u-picardie.hal.science/hal-04777181","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energies, 2024, 17 (22), pp.5538. &#x27E8;10.3390/en17225538&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:gam:jeners:v:17:y:2024:i:22:p:5538-:d:1514947","doi":null,"is_oa":true,"landing_page_url":"https://www.mdpi.com/1996-1073/17/22/5538/","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,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:ae2a41923baf4490ae7a5730150f858a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ae2a41923baf4490ae7a5730150f858a","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Energies, Vol 17, Iss 22, p 5538 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/en17225538","doi":"https://doi.org/10.3390/en17225538","is_oa":true,"landing_page_url":"https://doi.org/10.3390/en17225538","pdf_url":"https://www.mdpi.com/1996-1073/17/22/5538/pdf?version=1730881222","source":{"id":"https://openalex.org/S198098182","display_name":"Energies","issn_l":"1996-1073","issn":["1996-1073"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-140","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energies","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5690000057220459},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404115288.pdf","grobid_xml":"https://content.openalex.org/works/W4404115288.grobid-xml"},"referenced_works_count":169,"referenced_works":["https://openalex.org/W1487682939","https://openalex.org/W1519307815","https://openalex.org/W1569047636","https://openalex.org/W1579129365","https://openalex.org/W1597576211","https://openalex.org/W1967396805","https://openalex.org/W1971655563","https://openalex.org/W1978450991","https://openalex.org/W2007005874","https://openalex.org/W2019505419","https://openalex.org/W2031454283","https://openalex.org/W2033800551","https://openalex.org/W2047152377","https://openalex.org/W2053443947","https://openalex.org/W2055873761","https://openalex.org/W2064323378","https://openalex.org/W2064675550","https://openalex.org/W2067451583","https://openalex.org/W2097998348","https://openalex.org/W2120841219","https://openalex.org/W2131241448","https://openalex.org/W2142724780","https://openalex.org/W2144402100","https://openalex.org/W2155832827","https://openalex.org/W2155848441","https://openalex.org/W2166107799","https://openalex.org/W2203168896","https://openalex.org/W2263083964","https://openalex.org/W2286877141","https://openalex.org/W2294172420","https://openalex.org/W2294429651","https://openalex.org/W2319025975","https://openalex.org/W2323315223","https://openalex.org/W2417225786","https://openalex.org/W2471161958","https://openalex.org/W2504877529","https://openalex.org/W2523377413","https://openalex.org/W2566212543","https://openalex.org/W2580557079","https://openalex.org/W2588145342","https://openalex.org/W2591055632","https://openalex.org/W2595716381","https://openalex.org/W2599868532","https://openalex.org/W2600439942","https://openalex.org/W2603225712","https://openalex.org/W2603304445","https://openalex.org/W2607589274","https://openalex.org/W2626778328","https://openalex.org/W2647889534","https://openalex.org/W2726872662","https://openalex.org/W2741768983","https://openalex.org/W2759525351","https://openalex.org/W2761148314","https://openalex.org/W2766688321","https://openalex.org/W2768148617","https://openalex.org/W2772084711","https://openalex.org/W2773549135","https://openalex.org/W2790565135","https://openalex.org/W2791384746","https://openalex.org/W2799972844","https://openalex.org/W2807490715","https://openalex.org/W2808537519","https://openalex.org/W2827159893","https://openalex.org/W2891408454","https://openalex.org/W2899283552","https://openalex.org/W2899717669","https://openalex.org/W2904460913","https://openalex.org/W2905189977","https://openalex.org/W2918285655","https://openalex.org/W2919115771","https://openalex.org/W2924382816","https://openalex.org/W2944603656","https://openalex.org/W2961664672","https://openalex.org/W2963815651","https://openalex.org/W2969492211","https://openalex.org/W2971114125","https://openalex.org/W2981973403","https://openalex.org/W2997177653","https://openalex.org/W2997370046","https://openalex.org/W3001479960","https://openalex.org/W3004734257","https://openalex.org/W3009075394","https://openalex.org/W3009851774","https://openalex.org/W3009961868","https://openalex.org/W3010579646","https://openalex.org/W3012136427","https://openalex.org/W3022199973","https://openalex.org/W3029002268","https://openalex.org/W3029681873","https://openalex.org/W3033580259","https://openalex.org/W3035561683","https://openalex.org/W3037659411","https://openalex.org/W3044539520","https://openalex.org/W3080683114","https://openalex.org/W3089341989","https://openalex.org/W3089555449","https://openalex.org/W3112955596","https://openalex.org/W3116103134","https://openalex.org/W3116150737","https://openalex.org/W3148780787","https://openalex.org/W3149994345","https://openalex.org/W3158998026","https://openalex.org/W3160064936","https://openalex.org/W3160539508","https://openalex.org/W3170411645","https://openalex.org/W3187050706","https://openalex.org/W3201108028","https://openalex.org/W3204521825","https://openalex.org/W3207642814","https://openalex.org/W3209195797","https://openalex.org/W3212340323","https://openalex.org/W4200322140","https://openalex.org/W4210516747","https://openalex.org/W4210792645","https://openalex.org/W4213025374","https://openalex.org/W4214512085","https://openalex.org/W4224114466","https://openalex.org/W4225503344","https://openalex.org/W4226051439","https://openalex.org/W4226395004","https://openalex.org/W4229063675","https://openalex.org/W4281394637","https://openalex.org/W4281696178","https://openalex.org/W4281713585","https://openalex.org/W4283798331","https://openalex.org/W4285187956","https://openalex.org/W4290958435","https://openalex.org/W4293663020","https://openalex.org/W4295532937","https://openalex.org/W4295886503","https://openalex.org/W4297268555","https://openalex.org/W4307939212","https://openalex.org/W4308422219","https://openalex.org/W4309030601","https://openalex.org/W4310071950","https://openalex.org/W4311868041","https://openalex.org/W4313000451","https://openalex.org/W4313059808","https://openalex.org/W4313389027","https://openalex.org/W4319598799","https://openalex.org/W4319862911","https://openalex.org/W4320713403","https://openalex.org/W4323363550","https://openalex.org/W4327522799","https://openalex.org/W4353055419","https://openalex.org/W4360596056","https://openalex.org/W4361255950","https://openalex.org/W4362494386","https://openalex.org/W4381053565","https://openalex.org/W4382645144","https://openalex.org/W4387453513","https://openalex.org/W4387455323","https://openalex.org/W4387537263","https://openalex.org/W4389477522","https://openalex.org/W4390770102","https://openalex.org/W4390877346","https://openalex.org/W4391096232","https://openalex.org/W4391213213","https://openalex.org/W4391491286","https://openalex.org/W4391495694","https://openalex.org/W4391621104","https://openalex.org/W4391853760","https://openalex.org/W4395702155","https://openalex.org/W4400380378","https://openalex.org/W4401241717","https://openalex.org/W4401283779","https://openalex.org/W4401387034","https://openalex.org/W4401838384","https://openalex.org/W4402519906"],"related_works":["https://openalex.org/W7125474735","https://openalex.org/W4408378629","https://openalex.org/W2189521609","https://openalex.org/W4409058110","https://openalex.org/W4399074945","https://openalex.org/W4388469859","https://openalex.org/W4405576116","https://openalex.org/W3212730343","https://openalex.org/W4321373528","https://openalex.org/W7138373022"],"abstract_inverted_index":{"This":[0],"review":[1,84,141],"paper":[2,126,180],"comprehensively":[3],"analyzes":[4],"the":[5,58,89,129,140,144,179,198],"prognosis":[6],"of":[7,85,96,131,146,164,186,200],"rotating":[8,30],"machines":[9],"(RMs),":[10],"focusing":[11],"on":[12,38],"mechanical-flaw":[13],"and":[14,20,34,41,47,78,102,115,120,134,153,162,188],"remaining-useful-life":[15],"(RUL)":[16],"estimation":[17,76],"in":[18,29,44,118,169,184],"industrial":[19],"renewable":[21,122],"energy":[22,49,123],"applications.":[23],"It":[24],"introduces":[25],"common":[26],"mechanical":[27],"faults":[28],"machinery,":[31],"their":[32,35,110],"causes,":[33],"potential":[36],"impacts":[37],"RM":[39],"performance":[40],"longevity,":[42],"particularly":[43],"wind,":[45],"wave,":[46],"tidal":[48],"systems,":[50],"where":[51],"reliability":[52,199],"is":[53,107],"crucial.":[54],"The":[55,125,160],"study":[56],"outlines":[57],"primary":[59],"procedures":[60],"for":[61,137,157,174,193],"RUL":[62,75,158],"estimation,":[63],"including":[64],"data":[65],"acquisition,":[66],"health":[67],"indicator":[68],"(HI)":[69],"construction,":[70],"failure":[71],"threshold":[72],"(FT)":[73],"determination,":[74],"approaches,":[77],"evaluation":[79],"metrics,":[80],"through":[81],"a":[82,172],"detailed":[83,94],"published":[86],"work":[87],"from":[88],"past":[90],"six":[91],"years.":[92],"A":[93],"investigation":[95],"HI":[97],"design":[98],"using":[99],"mechanical-signal-based,":[100],"model-based,":[101],"artificial":[103],"intelligence":[104],"(AI)-based":[105],"techniques":[106],"presented,":[108],"emphasizing":[109],"relevance":[111],"to":[112,196],"condition":[113],"monitoring":[114],"fault":[116],"detection":[117],"offshore":[119],"hybrid":[121,135],"systems.":[124],"thoroughly":[127],"explores":[128],"use":[130],"physics-based,":[132],"data-driven,":[133],"models":[136],"prognosis.":[138],"Additionally,":[139],"delves":[142],"into":[143],"application":[145],"advanced":[147],"methods":[148],"such":[149],"as":[150],"transfer":[151],"learning":[152],"physics-informed":[154],"neural":[155],"networks":[156],"estimation.":[159],"advantages":[161],"disadvantages":[163],"each":[165],"method":[166],"are":[167],"discussed":[168],"detail,":[170],"providing":[171],"foundation":[173],"optimizing":[175],"condition-monitoring":[176],"strategies.":[177],"Finally,":[178],"identifies":[181],"open":[182],"challenges":[183],"prognostics":[185],"RMs":[187],"concludes":[189],"with":[190],"critical":[191],"suggestions":[192],"future":[194],"research":[195],"enhance":[197],"these":[201],"technologies.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":38},{"year":2025,"cited_by_count":22}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-11-07T00:00:00"}
