{"id":"https://openalex.org/W4410086663","doi":"https://doi.org/10.1109/tie.2025.3561854","title":"Ultra-Wideband Detection-Enabled Modularized Three-Axis Vibration Sensor for UAV Blade Damage Monitoring via Deep Learning","display_name":"Ultra-Wideband Detection-Enabled Modularized Three-Axis Vibration Sensor for UAV Blade Damage Monitoring via Deep Learning","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410086663","doi":"https://doi.org/10.1109/tie.2025.3561854"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2025.3561854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3561854","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","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/A5050706549","display_name":"Kuankuan Wang","orcid":"https://orcid.org/0000-0002-3166-012X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuankuan Wang","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-3166-012X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yixin Liu","orcid":"https://orcid.org/0009-0001-6840-834X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Liu","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0001-6840-834X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112827972","display_name":"Xiang Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Guan","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0000-0189-4075","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhihong Wang","orcid":"https://orcid.org/0009-0008-4596-511X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Wang","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0008-4596-511X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhipeng Pan","orcid":"https://orcid.org/0009-0004-3030-837X"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Pan","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0004-3030-837X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101924378","display_name":"Yang Yu","orcid":"https://orcid.org/0000-0001-8957-1624"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210133436","display_name":"Beijing Institute of Nanoenergy and Nanosystems","ror":"https://ror.org/030k21z47","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210133436"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yu","raw_affiliation_strings":["Beijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8957-1624","affiliations":[{"raw_affiliation_string":"Beijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210133436","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026910272","display_name":"Yongming Yao","orcid":"https://orcid.org/0000-0002-7318-1290"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongming Yao","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-7318-1290","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100379448","display_name":"Tianyu Li","orcid":"https://orcid.org/0000-0002-9431-2501"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Li","raw_affiliation_strings":["School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-9431-2501","affiliations":[{"raw_affiliation_string":"School of Mechanical and Aerospace Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.089,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93677001,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"72","issue":"11","first_page":"11964","last_page":"11974"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9699000120162964,"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/vibration","display_name":"Vibration","score":0.5004110336303711},{"id":"https://openalex.org/keywords/wideband","display_name":"Wideband","score":0.4911293685436249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4657398462295532},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.46264541149139404},{"id":"https://openalex.org/keywords/biomimetics","display_name":"Biomimetics","score":0.45928287506103516},{"id":"https://openalex.org/keywords/blade","display_name":"Blade (archaeology)","score":0.42263680696487427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3851589858531952},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30170753598213196},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.25597503781318665},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.21931317448616028},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17760738730430603}],"concepts":[{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5004110336303711},{"id":"https://openalex.org/C2780202535","wikidata":"https://www.wikidata.org/wiki/Q4524457","display_name":"Wideband","level":2,"score":0.4911293685436249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4657398462295532},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.46264541149139404},{"id":"https://openalex.org/C165062768","wikidata":"https://www.wikidata.org/wiki/Q1145644","display_name":"Biomimetics","level":2,"score":0.45928287506103516},{"id":"https://openalex.org/C2776132848","wikidata":"https://www.wikidata.org/wiki/Q3045036","display_name":"Blade (archaeology)","level":2,"score":0.42263680696487427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3851589858531952},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30170753598213196},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.25597503781318665},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.21931317448616028},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17760738730430603}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2025.3561854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2025.3561854","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2972819331","https://openalex.org/W3132583585","https://openalex.org/W3198932896","https://openalex.org/W4220687974","https://openalex.org/W4220786837","https://openalex.org/W4288885971","https://openalex.org/W4289109854","https://openalex.org/W4291270651","https://openalex.org/W4293733518","https://openalex.org/W4298127391","https://openalex.org/W4300981044","https://openalex.org/W4303856886","https://openalex.org/W4312534021","https://openalex.org/W4313003693","https://openalex.org/W4321996760","https://openalex.org/W4323862674","https://openalex.org/W4365801681","https://openalex.org/W4366827827","https://openalex.org/W4380635141","https://openalex.org/W4385267612","https://openalex.org/W4386120353","https://openalex.org/W4386573286","https://openalex.org/W4387068250","https://openalex.org/W4387978468","https://openalex.org/W4388336428","https://openalex.org/W4388494782","https://openalex.org/W4388723261","https://openalex.org/W4388745591","https://openalex.org/W4389169218","https://openalex.org/W4391037717","https://openalex.org/W4391598014","https://openalex.org/W4391752811","https://openalex.org/W4393403862","https://openalex.org/W4394577487","https://openalex.org/W4394673850","https://openalex.org/W4395960937","https://openalex.org/W4398765793","https://openalex.org/W4399983662","https://openalex.org/W4400077936","https://openalex.org/W4401007666"],"related_works":["https://openalex.org/W2012995867","https://openalex.org/W2410775454","https://openalex.org/W4403053041","https://openalex.org/W2335255251","https://openalex.org/W3015582614","https://openalex.org/W2765495093","https://openalex.org/W3123515255","https://openalex.org/W2275441459","https://openalex.org/W2505833876","https://openalex.org/W102508450"],"abstract_inverted_index":{"The":[0,159,188],"blades,":[1,151],"which":[2],"act":[3],"as":[4],"the":[5,45,93,143,167,192],"main":[6],"propulsion":[7],"components,":[8],"are":[9,15],"subject":[10],"to":[11,17,44,103],"external":[12],"conditions":[13],"and":[14,26,67,96,106,127],"susceptible":[16],"damage,":[18],"thereby":[19],"affecting":[20],"unmanned":[21],"aerial":[22],"vehicle":[23],"(UAV)":[24],"safety":[25],"decreasing":[27],"endurance.":[28],"Vibration":[29],"analysis,":[30],"using":[31],"vibration":[32,71,98,121],"sensors,":[33],"is":[34,134,163],"an":[35,177],"effective":[36],"method":[37,179],"for":[38,60,92,108,119,142,169,180,194],"detecting":[39],"mechanical":[40],"faults.":[41],"However,":[42],"due":[43],"compact":[46],"nature":[47],"of":[48,146,157,183],"UAV":[49,150,171],"structures,":[50],"commercial":[51],"sensors":[52],"cannot":[53],"be":[54],"directly":[55],"installed":[56],"on":[57,132],"motor":[58],"sections":[59],"monitoring.":[61,111,122],"This":[62,174],"article":[63],"presents":[64],"a":[65,85,124,138,153],"modular":[66,116],"expandable":[68],"(ME)":[69],"wideband":[70],"sensor":[72],"that":[73],"employs":[74],"triboelectric":[75],"nanogenerator":[76],"(TENG).":[77],"ME-TENG":[78],"broadens":[79],"its":[80],"frequency":[81,99,110],"detection":[82],"range":[83,100],"through":[84],"simple":[86],"bouncing":[87,94],"ball":[88],"structure,":[89],"adjustable":[90],"materials":[91],"ball,":[95],"realized":[97],"from":[101],"5":[102],"5000":[104],"Hz":[105],"allows":[107],"octave":[109],"Experimental":[112],"validation":[113],"demonstrates":[114],"ME-TENG's":[115],"capability,":[117],"allowing":[118],"three-axis":[120],"Additionally,":[123],"data":[125],"reading":[126],"storage":[128],"system":[129],"(UDRS)":[130],"based":[131],"ME-TENGs":[133],"developed.":[135],"UDRS":[136,168],"incorporates":[137],"deep":[139,160],"learning":[140,161],"model":[141,162],"accurate":[144],"classification":[145],"damage":[147],"types":[148],"in":[149,166,186,197],"achieving":[152],"high":[154],"accuracy":[155],"rate":[156],"97.3%.":[158],"then":[164],"deployed":[165],"real":[170],"flight":[172],"tests.":[173],"research":[175],"introduces":[176],"innovative":[178],"real-time":[181],"monitoring":[182],"structural":[184],"faults":[185],"UAVs.":[187],"study":[189],"also":[190],"highlights":[191],"potential":[193],"applying":[195],"TENGs":[196],"engineering":[198],"contexts.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-05T07:55:05.734416","created_date":"2025-10-10T00:00:00"}
