{"id":"https://openalex.org/W4385873622","doi":"https://doi.org/10.3390/s23167201","title":"A Mechanical Defect Localization and Identification Method for High-Voltage Circuit Breakers Based on the Segmentation of Vibration Signals and Extraction of Chaotic Features","display_name":"A Mechanical Defect Localization and Identification Method for High-Voltage Circuit Breakers Based on the Segmentation of Vibration Signals and Extraction of Chaotic Features","publication_year":2023,"publication_date":"2023-08-16","ids":{"openalex":"https://openalex.org/W4385873622","doi":"https://doi.org/10.3390/s23167201","pmid":"https://pubmed.ncbi.nlm.nih.gov/37631737"},"language":"en","primary_location":{"id":"doi:10.3390/s23167201","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167201","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7201/pdf?version=1692174210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/16/7201/pdf?version=1692174210","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085619990","display_name":"Shi Cao","orcid":"https://orcid.org/0000-0001-6266-9007"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Cao","raw_affiliation_strings":["School of Electrical Engineering, Shandong University, Jinan 250061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Shandong University, Jinan 250061, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100764663","display_name":"Tong Zhao","orcid":"https://orcid.org/0000-0003-0523-4466"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tong Zhao","raw_affiliation_strings":["School of Electrical Engineering, Shandong University, Jinan 250061, China"],"raw_orcid":"https://orcid.org/0000-0003-0523-4466","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Shandong University, Jinan 250061, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367473","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0003-4872-844X"},"institutions":[{"id":"https://openalex.org/I4210118050","display_name":"Taishan University","ror":"https://ror.org/02bpnkx55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210118050"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Wang","raw_affiliation_strings":["Shandong Taikai Automation Co., Ltd., Tai\u2019an 271000, China","Shandong Taikai Automation Co., Ltd., Tai'an 271000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Taikai Automation Co., Ltd., Tai\u2019an 271000, China","institution_ids":["https://openalex.org/I4210118050"]},{"raw_affiliation_string":"Shandong Taikai Automation Co., Ltd., Tai'an 271000, China","institution_ids":["https://openalex.org/I4210118050"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108857380","display_name":"Tigui Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tigui Zhang","raw_affiliation_strings":["Shandong Taikai Disconnector Co., Ltd., Tai\u2019an 271000, China","Shandong Taikai Disconnector Co., Ltd., Tai'an 271000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Taikai Disconnector Co., Ltd., Tai\u2019an 271000, China","institution_ids":[]},{"raw_affiliation_string":"Shandong Taikai Disconnector Co., Ltd., Tai'an 271000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004219656","display_name":"Chenlei Liu","orcid":"https://orcid.org/0000-0003-0208-3893"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenlei Liu","raw_affiliation_strings":["School of Electrical Engineering, Shandong University, Jinan 250061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Shandong University, Jinan 250061, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078026445","display_name":"Qinzhe Liu","orcid":"https://orcid.org/0000-0002-3178-590X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinzhe Liu","raw_affiliation_strings":["School of Electrical Engineering, Shandong University, Jinan 250061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Shandong University, Jinan 250061, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549818","display_name":"Zhenming Zhang","orcid":"https://orcid.org/0000-0002-5424-6351"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenming Zhang","raw_affiliation_strings":["School of Electrical Engineering, Shandong University, Jinan 250061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Shandong University, Jinan 250061, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031237475","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0002-6229-2470"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["School of Electrical Engineering, Shandong University, Jinan 250061, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Shandong University, Jinan 250061, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100764663"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.179,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.76512933,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"23","issue":"16","first_page":"7201","last_page":"7201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9939000010490417,"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"}},"topics":[{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9939000010490417,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9901999831199646,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.6114177703857422},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5755364894866943},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5524861812591553},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5475623607635498},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5401939153671265},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5062614679336548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4912249445915222},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47869566082954407},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.45335686206817627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42723220586776733},{"id":"https://openalex.org/keywords/circuit-breaker","display_name":"Circuit breaker","score":0.4264163076877594},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.38679036498069763},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34075677394866943},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3180326521396637},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.20670366287231445},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20113369822502136},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.12691950798034668},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09374845027923584}],"concepts":[{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.6114177703857422},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5755364894866943},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5524861812591553},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5475623607635498},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5401939153671265},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5062614679336548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4912249445915222},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47869566082954407},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.45335686206817627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42723220586776733},{"id":"https://openalex.org/C61352017","wikidata":"https://www.wikidata.org/wiki/Q211058","display_name":"Circuit breaker","level":2,"score":0.4264163076877594},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.38679036498069763},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34075677394866943},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3180326521396637},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.20670366287231445},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20113369822502136},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.12691950798034668},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09374845027923584},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23167201","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167201","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7201/pdf?version=1692174210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:37631737","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37631737","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10457749","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10457749","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10457749/pdf/sensors-23-07201.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b6944246deee4841b353c10b43e2a631","is_oa":true,"landing_page_url":"https://doaj.org/article/b6944246deee4841b353c10b43e2a631","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,"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":"Sensors, Vol 23, Iss 16, p 7201 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/16/7201/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23167201","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 23; Issue 16; Pages: 7201","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23167201","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167201","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7201/pdf?version=1692174210","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G3144339346","display_name":null,"funder_award_id":"2021ZDZX003","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"},{"id":"https://openalex.org/G4238475448","display_name":null,"funder_award_id":"2022CXGC020902","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"}],"funders":[{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385873622.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1965588829","https://openalex.org/W1984391316","https://openalex.org/W1998727969","https://openalex.org/W2000982976","https://openalex.org/W2026443663","https://openalex.org/W2031365860","https://openalex.org/W2040704490","https://openalex.org/W2116720351","https://openalex.org/W2152505941","https://openalex.org/W2388340873","https://openalex.org/W2476922846","https://openalex.org/W2508536993","https://openalex.org/W2549639622","https://openalex.org/W2603332031","https://openalex.org/W2800105824","https://openalex.org/W2802568672","https://openalex.org/W2805363454","https://openalex.org/W2899926589","https://openalex.org/W2911690284","https://openalex.org/W2953385296","https://openalex.org/W2966960249","https://openalex.org/W3020793420","https://openalex.org/W4213294967","https://openalex.org/W4235402364","https://openalex.org/W4283691374","https://openalex.org/W4308719531","https://openalex.org/W4309003294","https://openalex.org/W4309287803","https://openalex.org/W4365514496"],"related_works":["https://openalex.org/W2186957643","https://openalex.org/W4313289174","https://openalex.org/W2169296235","https://openalex.org/W2383147444","https://openalex.org/W2772771794","https://openalex.org/W2370462073","https://openalex.org/W2351129194","https://openalex.org/W2369017828","https://openalex.org/W2361809848","https://openalex.org/W2160345097"],"abstract_inverted_index":{"To":[0,37],"address":[1],"the":[2,17,34,53,57,60,69,77,89,104,112,118,129,141,145,162,171],"problem":[3],"of":[4,26,33,56,59,68,88,117,125,128,144,166],"mechanical":[5,39,146,164],"defect":[6,133],"identification":[7,115],"in":[8,41,81,170],"a":[9,24,149,156],"high-voltage":[10],"circuit":[11,18,42,61,167],"breaker":[12,19],"(HVCB),":[13],"this":[14],"paper":[15],"studies":[16],"vibration":[20,35,44,70,119,130,142],"signal":[21,131],"and":[22,75,96,103,107,137,161],"proposes":[23],"method":[25],"feature":[27],"extraction":[28],"based":[29],"on":[30],"phase-space":[31],"reconstruction":[32],"substages.":[36,120],"locate":[38,140],"defects":[40,165],"breakers,":[43],"signals":[45],"are":[46,79,101,109,135,173],"divided":[47],"into":[48],"different":[49],"substages":[50,72,78],"according":[51],"to":[52,139],"time":[54],"sequence":[55],"parts":[58],"breakers.":[62],"The":[63,85,121],"largest":[64],"Lyapunov":[65],"exponent":[66],"(LLE)":[67],"signals'":[71],"is":[73,153],"calculated,":[74,102],"then":[76],"reconstructed":[80],"high-dimensional":[82],"phase":[83,90],"space.":[84],"geometric":[86],"features":[87,116],"trajectory":[91],"mean":[92],"center":[93],"distance":[94],"(MCD)":[95],"vector":[97,158],"diameter":[98],"offset":[99],"(VDO)":[100],"LLE,":[105],"MCD,":[106],"VDO":[108],"selected":[110],"as":[111],"three":[113],"fault":[114,150],"eigenvalue":[122],"anomaly":[123],"rate":[124],"each":[126],"substage":[127,143],"under":[132],"state":[134],"calculated":[136],"analyzed":[138],"defect.":[147],"Finally,":[148],"diagnosis":[151],"model":[152],"constructed":[154],"by":[155],"support":[157],"machine":[159],"(SVM),":[160],"common":[163],"breakers":[168],"simulated":[169],"laboratory":[172],"effectively":[174],"identified.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
