{"id":"https://openalex.org/W4415820438","doi":"https://doi.org/10.1109/tase.2025.3628122","title":"Comprehensive Dynamic Prognosis of Rolling Element Bearing Health Through Adaptively Demodulated Nonlinear Dispersive Spectral Entropy","display_name":"Comprehensive Dynamic Prognosis of Rolling Element Bearing Health Through Adaptively Demodulated Nonlinear Dispersive Spectral Entropy","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415820438","doi":"https://doi.org/10.1109/tase.2025.3628122"},"language":null,"primary_location":{"id":"doi:10.1109/tase.2025.3628122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3628122","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","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/A5053781798","display_name":"Khandaker Noman","orcid":"https://orcid.org/0000-0002-5543-344X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Khandaker Noman","raw_affiliation_strings":["School of Civil Aviation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Civil Aviation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116024560","display_name":"Khandaker Ashfak","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Khandaker Ashfak","raw_affiliation_strings":["School of Aeronautics, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093407046","display_name":"Wasib Ul Navid","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wasib Ul Navid","raw_affiliation_strings":["School of Civil Aviation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Civil Aviation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665121","display_name":"Yongbo Li","orcid":"https://orcid.org/0000-0003-2699-9951"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbo Li","raw_affiliation_strings":["School of Aeronautics, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003329468","display_name":"Auwal Haruna","orcid":"https://orcid.org/0009-0006-7224-4495"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Auwal Haruna","raw_affiliation_strings":["School of Aeronautics, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109782972","display_name":"Tao Liu","orcid":"https://orcid.org/0009-0005-1341-8267"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liu","raw_affiliation_strings":["School of Civil Aviation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Civil Aviation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5053781798"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39999002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"23538","last_page":"23554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9785000085830688,"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":0.9785000085830688,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.010700000450015068,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/maximum-entropy-spectral-estimation","display_name":"Maximum entropy spectral estimation","score":0.6923999786376953},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6624000072479248},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5753999948501587},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5705000162124634},{"id":"https://openalex.org/keywords/rolling-element-bearing","display_name":"Rolling-element bearing","score":0.4025999903678894},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.39959999918937683},{"id":"https://openalex.org/keywords/spectral-envelope","display_name":"Spectral envelope","score":0.38100001215934753},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"Root mean square","score":0.3686999976634979},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3684000074863434}],"concepts":[{"id":"https://openalex.org/C89735579","wikidata":"https://www.wikidata.org/wiki/Q6795894","display_name":"Maximum entropy spectral estimation","level":3,"score":0.6923999786376953},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6624000072479248},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5753999948501587},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5705000162124634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5418999791145325},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41769999265670776},{"id":"https://openalex.org/C2780155820","wikidata":"https://www.wikidata.org/wiki/Q1335987","display_name":"Rolling-element bearing","level":3,"score":0.4025999903678894},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C54926389","wikidata":"https://www.wikidata.org/wiki/Q7575188","display_name":"Spectral envelope","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3684000074863434},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.36149999499320984},{"id":"https://openalex.org/C2778049214","wikidata":"https://www.wikidata.org/wiki/Q7512234","display_name":"Sigma","level":2,"score":0.3337000012397766},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.314300000667572},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.3140999972820282},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C176641082","wikidata":"https://www.wikidata.org/wiki/Q2446767","display_name":"Spectral signature","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C95676537","wikidata":"https://www.wikidata.org/wiki/Q1652250","display_name":"Envelope detector","level":4,"score":0.2896000146865845},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28859999775886536},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.27630001306533813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2743000090122223},{"id":"https://openalex.org/C132794960","wikidata":"https://www.wikidata.org/wiki/Q27304","display_name":"Chirp","level":3,"score":0.26759999990463257},{"id":"https://openalex.org/C169334058","wikidata":"https://www.wikidata.org/wiki/Q353292","display_name":"Additive white Gaussian noise","level":3,"score":0.25609999895095825},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2025.3628122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2025.3628122","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G39751235","display_name":null,"funder_award_id":"W2532038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4361019621","display_name":null,"funder_award_id":"23GH020223","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5620476505","display_name":null,"funder_award_id":"52472457","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5835043627","display_name":null,"funder_award_id":"23GH020223","funder_id":"https://openalex.org/F4320321392","funder_display_name":"Northwestern Polytechnical University"},{"id":"https://openalex.org/G942247696","display_name":null,"funder_award_id":"12172290","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"},{"id":"https://openalex.org/F4320321392","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W427289305","https://openalex.org/W1964511482","https://openalex.org/W1995875735","https://openalex.org/W1999837152","https://openalex.org/W2013108472","https://openalex.org/W2022706486","https://openalex.org/W2028119131","https://openalex.org/W2077532788","https://openalex.org/W2086315826","https://openalex.org/W2333775360","https://openalex.org/W2544905596","https://openalex.org/W2767809796","https://openalex.org/W2810993408","https://openalex.org/W2894222237","https://openalex.org/W2900338824","https://openalex.org/W2904460913","https://openalex.org/W2911187460","https://openalex.org/W2982073446","https://openalex.org/W3001005368","https://openalex.org/W3009157567","https://openalex.org/W3011208721","https://openalex.org/W3027037194","https://openalex.org/W3093868050","https://openalex.org/W3123413088","https://openalex.org/W3188325194","https://openalex.org/W3195979685","https://openalex.org/W4200232319","https://openalex.org/W4200554313","https://openalex.org/W4210815008","https://openalex.org/W4229063675","https://openalex.org/W4281394637","https://openalex.org/W4281557019","https://openalex.org/W4292061293","https://openalex.org/W4292387251","https://openalex.org/W4313546714","https://openalex.org/W4327861050","https://openalex.org/W4379654028","https://openalex.org/W4388712170","https://openalex.org/W4393153356","https://openalex.org/W4400067102","https://openalex.org/W4401349545","https://openalex.org/W4405470842","https://openalex.org/W4405986261"],"related_works":[],"abstract_inverted_index":{"Spectral":[0],"entropy":[1,118,144,160,227,232,240],"(SE)":[2],"is":[3,94,131,153],"a":[4],"promising":[5],"nonlinear":[6],"measure":[7,152,247],"for":[8],"detecting":[9],"dynamic":[10,198],"variations":[11],"in":[12,22,84,196,208],"vibration":[13,110],"signals":[14],"acquired":[15],"from":[16],"rolling":[17],"element":[18],"bearings":[19],"(REB).":[20],"However,":[21],"real":[23],"world":[24],"scenarios,":[25],"characteristic":[26,88],"spectral":[27,89,159,226,239],"features":[28,90],"relating":[29],"to":[30,40,53,61,80,121,165,172,210],"REB":[31,56,92,129,167,201],"fault":[32,57,67,93],"gets":[33],"concealed":[34],"by":[35,96,141],"unwanted":[36],"frequency":[37],"components":[38],"due":[39],"the":[41,63,66,71,76,98,101,108,127,134,138,150,174,177,183,190,193],"association":[42],"of":[43,65,75,91,100,107,114,126,137,176,192,200,225],"heavy":[44],"environmental":[45],"noise.":[46],"Consequently,":[47],"original":[48,122,194,216],"SE":[49,195],"not":[50,186],"only":[51,187],"fails":[52,60],"detect":[54],"incipient":[55],"but":[58,203],"also":[59,204],"monitor":[62],"progression":[64],"along":[68],"with":[69],"predicting":[70],"remaining":[72],"useful":[73],"life":[74],"faulty":[77],"REB.":[78],"Aiming":[79],"address":[81],"aforementioned":[82],"problems,":[83],"this":[85,148],"paper,":[86],"firstly,":[87],"revealed":[95],"calculating":[97],"spectrum":[99,140,230],"adaptively":[102,156],"demodulated":[103,157],"weighted":[104],"squared":[105],"envelope":[106],"corresponding":[109,120],"signal.":[111],"Subsequently,":[112],"instead":[113],"using":[115],"classical":[116],"Shannon":[117],"theory":[119],"SE,":[123],"comprehensive":[124,197],"prognosis":[125,199],"analyzed":[128],"health":[130,202],"achieved":[132],"through":[133],"information":[135],"quantification":[136],"calculated":[139],"incorporating":[142],"dispersion":[143],"(DE)":[145],"theory.":[146],"In":[147],"context,":[149],"proposed":[151,178,184],"named":[154],"as":[155,215],"dispersive":[158],"(ADDSE).":[161],"Two":[162],"different":[163],"run":[164],"failure":[166],"data":[168],"have":[169],"been":[170],"utilized":[171],"verify":[173],"effectiveness":[175],"ADDSE.":[179],"Results":[180],"show":[181],"that":[182],"ADDSE":[185],"can":[188],"overcome":[189],"limitations":[191],"demonstrate":[205],"superior":[206],"performance":[207],"compare":[209],"other":[211],"conventional":[212],"measures":[213],"such":[214],"DE":[217],"and":[218,234],"root":[219],"mean":[220],"square":[221],"(RMS);":[222],"advanced":[223],"version":[224],"namely":[228,248],"cumulative":[229],"distribution":[231],"(CSDE)":[233],"three":[235],"dimensional":[236],"holo":[237],"hilbert":[238],"(MHHSE<sub":[241],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[242],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3D</sub>);":[243],"alternative":[244],"sparsity":[245],"based":[246],"Gini":[249],"index":[250],"(GI).":[251]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-03T00:00:00"}
