{"id":"https://openalex.org/W2991526201","doi":"https://doi.org/10.1109/access.2019.2956766","title":"Dual-Mode Noise-Reconstructed EMD for Weak Feature Extraction and Fault Diagnosis of Rotating Machinery","display_name":"Dual-Mode Noise-Reconstructed EMD for Weak Feature Extraction and Fault Diagnosis of Rotating Machinery","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2991526201","doi":"https://doi.org/10.1109/access.2019.2956766","mag":"2991526201"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2956766","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2956766","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918089.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918089.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090506548","display_name":"Jing Yuan","orcid":"https://orcid.org/0000-0002-6978-7142"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Yuan","raw_affiliation_strings":["School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084939423","display_name":"Huiming Jiang","orcid":"https://orcid.org/0000-0003-1633-0429"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiming Jiang","raw_affiliation_strings":["School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067561876","display_name":"Qian Zhao","orcid":"https://orcid.org/0000-0003-2150-6257"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zhao","raw_affiliation_strings":["School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102758318","display_name":"Chong Xu","orcid":"https://orcid.org/0000-0003-0535-7175"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Xu","raw_affiliation_strings":["School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102981246","display_name":"Haijiang Liu","orcid":"https://orcid.org/0000-0002-5587-6777"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijiang Liu","raw_affiliation_strings":["School of Mechanical and Power Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Power Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101474482","display_name":"Yongxiang Tian","orcid":"https://orcid.org/0000-0001-5130-0538"},"institutions":[{"id":"https://openalex.org/I4210099470","display_name":"Shanghai Fire Research Institute","ror":"https://ror.org/00hvq0c10","country_code":"CN","type":"facility","lineage":["https://openalex.org/I1302611135","https://openalex.org/I4210099470"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxiang Tian","raw_affiliation_strings":["Shanghai Fire Research Institute of MEM, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Fire Research Institute of MEM, Shanghai, China","institution_ids":["https://openalex.org/I4210099470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090506548"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0215,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8724746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"173541","last_page":"173548"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9973000288009644,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9925000071525574,"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/noise","display_name":"Noise (video)","score":0.6912110447883606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6177601218223572},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5835399031639099},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.57115238904953},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5286598205566406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5282755494117737},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4969330132007599},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4745881259441376},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.4271225035190582},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34569650888442993},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3432852029800415}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6912110447883606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6177601218223572},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5835399031639099},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.57115238904953},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5286598205566406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5282755494117737},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4969330132007599},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4745881259441376},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.4271225035190582},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34569650888442993},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3432852029800415},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2956766","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2956766","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918089.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:83c1353a98df46db8484fa1fa9d06850","is_oa":true,"landing_page_url":"https://doaj.org/article/83c1353a98df46db8484fa1fa9d06850","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 173541-173548 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2956766","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2956766","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918089.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1122929303","display_name":null,"funder_award_id":"2016YFC08029","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4698654980","display_name":null,"funder_award_id":"VCAME201907","funder_id":"https://openalex.org/F4320322429","funder_display_name":"Northeastern University"},{"id":"https://openalex.org/G5141678712","display_name":null,"funder_award_id":"2016YFC0802900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6194924180","display_name":null,"funder_award_id":"2016YFC0802900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6922929303","display_name":null,"funder_award_id":"51975377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8114646031","display_name":null,"funder_award_id":"2016Y","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G850960841","display_name":null,"funder_award_id":"2016YFC","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320322429","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991526201.pdf","grobid_xml":"https://content.openalex.org/works/W2991526201.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1978284440","https://openalex.org/W2007221293","https://openalex.org/W2028119131","https://openalex.org/W2033484654","https://openalex.org/W2115755118","https://openalex.org/W2120390927","https://openalex.org/W2144068927","https://openalex.org/W2594265129","https://openalex.org/W2767771008","https://openalex.org/W2768148617","https://openalex.org/W2782219786","https://openalex.org/W2788295705","https://openalex.org/W2883992275","https://openalex.org/W2908051356","https://openalex.org/W2919647374","https://openalex.org/W2922105033","https://openalex.org/W2940679358","https://openalex.org/W4296928088"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W4287867034","https://openalex.org/W3108403339","https://openalex.org/W2162712524","https://openalex.org/W3005783148","https://openalex.org/W2004821155","https://openalex.org/W4367628250"],"abstract_inverted_index":{"The":[0,204],"meaningful":[1],"data-based":[2],"fault":[3,91,155,254,276],"diagnosis":[4,92,255,277],"is":[5,20,33,84,103,132,165,183],"beforehand":[6],"revealing":[7],"the":[8,13,22,26,38,55,61,66,69,74,79,97,107,111,116,127,135,140,146,158,162,174,180,186,197,202,209,214,219,224,233,238,245,250,264],"potential":[9],"faults":[10,241],"to":[11,106,114,144,195],"reduce":[12],"costly":[14],"breakdowns,":[15],"one":[16],"challenging":[17],"of":[18,41,68,93,148,201,226,256,278],"which":[19],"extracting":[21],"weak":[23,75,87,154,239,272],"features":[24,156],"from":[25,51],"complicated":[27],"signals.":[28],"Ensemble":[29],"noise-reconstructed":[30,81],"EMD":[31,82],"(ENEMD)":[32],"an":[34],"intelligent":[35],"method":[36,83,182,210,234,265],"by":[37,173,218],"nice":[39],"integration":[40],"adaptively":[42],"decomposing":[43],"and":[44,60,90,110,199,275],"naturally":[45],"denoising.":[46],"However,":[47],"ENEMD":[48],"still":[49],"suffers":[50],"such":[52],"issues":[53],"as":[54],"false":[56],"possible":[57,98],"noise-only":[58,99],"IMFs":[59,120],"universal":[62],"minimax":[63,130],"threshold,":[64],"reducing":[65],"precision":[67],"critical":[70,152],"noise":[71,108,124,136],"estimation":[72,137,159],"for":[73,86,123,139,253,271],"feature":[76,88,177,273],"extraction.":[77],"Thus,":[78],"dual-mode":[80],"proposed":[85,133,181],"extraction":[89,274],"rotating":[94,279],"machinery.":[95,280],"First,":[96],"IMF":[100],"selection":[101],"rule":[102],"redesigned":[104],"according":[105],"characteristic":[109],"correlation":[112],"evaluation,":[113],"eliminate":[115],"redundant":[117],"slowly":[118],"oscillating":[119],"mistakenly":[121],"chosen":[122],"estimation.":[125],"Second,":[126],"adaptive":[128],"local":[129,163,221],"threshold":[131,164],"in":[134,168,223,249],"technique":[138],"low":[141],"SNR":[142],"signal,":[143],"overcome":[145],"drawback":[147],"additionally":[149],"keeping":[150],"some":[151],"but":[153],"into":[157],"noise.":[160],"Hereinto,":[161],"respectively":[166],"performed":[167],"each":[169],"sliding":[170],"window":[171],"defined":[172],"demodulated":[175],"rotating-related":[176],"frequency.":[178],"Third,":[179],"addressed":[184],"with":[185,243],"flowchart.":[187],"Finally,":[188],"two":[189],"engineering":[190],"case":[191],"studies":[192],"are":[193],"implemented":[194],"demonstrate":[196],"feasibility":[198],"effectiveness":[200],"method.":[203],"analytic":[205],"results":[206,252],"show":[207],"that":[208],"could":[211,235,266],"effectively":[212],"extract":[213],"periodic":[215],"impulses":[216],"generating":[217],"early":[220],"damage":[222],"gearbox":[225],"a":[227,257,268],"hot":[228],"strip":[229],"finishing":[230],"mill.":[231],"Meanwhile,":[232],"successfully":[236],"reveal":[237],"rubbing-impact":[240],"along":[242],"alleviating":[244],"mode":[246],"mixing":[247],"phenomenon":[248],"refined":[251],"heavy":[258],"oil":[259],"catalytic":[260],"cracking":[261],"unit.":[262],"Hence,":[263],"provide":[267],"promising":[269],"tool":[270]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
