{"id":"https://openalex.org/W4401163829","doi":"https://doi.org/10.1109/tim.2024.3436111","title":"Intelligent Fault Diagnosis of Hydraulic Systems Based on Multisensor Fusion and Deep Learning","display_name":"Intelligent Fault Diagnosis of Hydraulic Systems Based on Multisensor Fusion and Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401163829","doi":"https://doi.org/10.1109/tim.2024.3436111"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3436111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3436111","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5113313167","display_name":"Ruosong Jiang","orcid":"https://orcid.org/0000-0002-3714-4783"},"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":"Ruosong Jiang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050301709","display_name":"Zhaohui Yuan","orcid":"https://orcid.org/0000-0002-2040-7815"},"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":"Zhaohui Yuan","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069610729","display_name":"Honghui Wang","orcid":"https://orcid.org/0000-0001-7930-0185"},"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":"Honghui Wang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049938274","display_name":"Na Liang","orcid":"https://orcid.org/0000-0001-9750-1001"},"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":"Na Liang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063777663","display_name":"Jian Kang","orcid":"https://orcid.org/0000-0002-2814-1310"},"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":"Jian Kang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714071","display_name":"Zeming Fan","orcid":"https://orcid.org/0000-0002-3422-9773"},"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":"Zeming Fan","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030669040","display_name":"Xiaojun Yu","orcid":"https://orcid.org/0000-0001-7361-0780"},"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":"Xiaojun Yu","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113313167"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":3.4876,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9295656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.8192999958992004,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.8192999958992004,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7258999943733215,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.7178999781608582,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hydraulic-machinery","display_name":"Hydraulic machinery","score":0.6179429888725281},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5950720906257629},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5681724548339844},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5504341721534729},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5191651582717896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5132129192352295},{"id":"https://openalex.org/keywords/intelligent-sensor","display_name":"Intelligent sensor","score":0.4614379107952118},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.45140349864959717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4474320113658905},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3959219753742218},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.3483002185821533},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.339455246925354},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1721072793006897},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13503122329711914},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.13377612829208374}],"concepts":[{"id":"https://openalex.org/C11394606","wikidata":"https://www.wikidata.org/wiki/Q1972552","display_name":"Hydraulic machinery","level":2,"score":0.6179429888725281},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5950720906257629},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5681724548339844},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5504341721534729},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5191651582717896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5132129192352295},{"id":"https://openalex.org/C176563091","wikidata":"https://www.wikidata.org/wiki/Q669238","display_name":"Intelligent sensor","level":3,"score":0.4614379107952118},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.45140349864959717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4474320113658905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3959219753742218},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.3483002185821533},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.339455246925354},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1721072793006897},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13503122329711914},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.13377612829208374},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3436111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3436111","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8305189564","display_name":null,"funder_award_id":"PF2023015","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1582873796","https://openalex.org/W1862394037","https://openalex.org/W2000982976","https://openalex.org/W2044278669","https://openalex.org/W2057110186","https://openalex.org/W2156387975","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2290883490","https://openalex.org/W2610099500","https://openalex.org/W2752782242","https://openalex.org/W2791125525","https://openalex.org/W2802130013","https://openalex.org/W2889547837","https://openalex.org/W2905741893","https://openalex.org/W2905966591","https://openalex.org/W2921663760","https://openalex.org/W2934649617","https://openalex.org/W2955732038","https://openalex.org/W2971742729","https://openalex.org/W2998553334","https://openalex.org/W3036044602","https://openalex.org/W3083262938","https://openalex.org/W3094159940","https://openalex.org/W3112499222","https://openalex.org/W3167312240","https://openalex.org/W3189824350","https://openalex.org/W3215512623","https://openalex.org/W3215805900","https://openalex.org/W4206918024","https://openalex.org/W4210319024","https://openalex.org/W4229021578","https://openalex.org/W4285205488","https://openalex.org/W4288257146","https://openalex.org/W4294024749","https://openalex.org/W4310004251","https://openalex.org/W4313244597","https://openalex.org/W4313570434","https://openalex.org/W4321350287","https://openalex.org/W4323358453","https://openalex.org/W4324055439","https://openalex.org/W4361215294","https://openalex.org/W4362665748","https://openalex.org/W4387917797","https://openalex.org/W4391377837","https://openalex.org/W4391616987","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W2099421762","https://openalex.org/W86946229","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2031175860","https://openalex.org/W2152662039","https://openalex.org/W2763759425","https://openalex.org/W2169909830"],"abstract_inverted_index":{"Hydraulic":[0],"systems":[1],"play":[2],"a":[3,62,163],"central":[4],"role":[5],"in":[6,156],"the":[7,16,39,92,101,125,130,146],"transmission":[8],"and":[9,15,26,55,134],"control":[10],"of":[11,18,29,36,41,52,95,154,159],"various":[12,152],"industrial":[13,111],"equipment,":[14],"consequences":[17],"failures":[19],"can":[20,149],"be":[21],"severe.":[22],"The":[23,113],"high":[24],"pressure":[25],"closed":[27],"nature":[28],"hydraulic":[30,160],"systems,":[31,161],"coupled":[32],"with":[33,75,85,116,168],"poor":[34],"measurability":[35],"parameters,":[37],"limit":[38],"applicability":[40],"many":[42],"fault":[43,57,65,140],"diagnosis":[44,66],"methods.":[45],"In":[46],"order":[47],"to":[48,121,127],"achieve":[49],"automatic":[50,93],"fusion":[51],"multisensor":[53,98],"data":[54,99],"accurate":[56],"diagnosis,":[58],"this":[59],"article":[60],"proposes":[61],"novel":[63],"intelligent":[64],"model":[67,126],"(IFDM)":[68],"that":[69,145],"combines":[70],"variational":[71],"mode":[72],"decomposition":[73],"(VMD)":[74],"residual":[76,114],"networks":[77,115],"incorporating":[78],"attention":[79,117],"mechanisms.":[80],"Utilizing":[81],"adaptive":[82],"VMD":[83],"along":[84],"multiscale":[86],"dispersion":[87],"entropy":[88],"(DE)":[89],"allows":[90],"for":[91,103,110],"extraction":[94],"features":[96],"from":[97],"without":[100],"need":[102],"specialized":[104],"knowledge,":[105],"making":[106],"it":[107],"more":[108],"suitable":[109],"applications.":[112],"mechanisms":[118],"allocate":[119],"weights":[120],"each":[122],"channel,":[123],"enabling":[124],"better":[128],"learn":[129],"relationships":[131],"between":[132],"channels":[133],"enhance":[135],"its":[136],"focus":[137],"on":[138],"different":[139],"features.":[141],"Experimental":[142],"results":[143],"demonstrate":[144],"proposed":[147],"method":[148],"accurately":[150],"diagnose":[151],"levels":[153],"faults":[155],"multiple":[157],"components":[158],"achieving":[162],"classification":[164],"accuracy":[165],"exceeding":[166],"99%":[167],"superior":[169],"generalization":[170],"capabilities.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
