{"id":"https://openalex.org/W2078150314","doi":"https://doi.org/10.1109/icmlc.2010.5580947","title":"Mechanical fault diagnosis for L-V circuit breakers based on energy spectrum entropy of wavelet packet and Naive Bayesian classifier","display_name":"Mechanical fault diagnosis for L-V circuit breakers based on energy spectrum entropy of wavelet packet and Naive Bayesian classifier","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2078150314","doi":"https://doi.org/10.1109/icmlc.2010.5580947","mag":"2078150314"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5580947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006759355","display_name":"Jiaomin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]},{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiao-Min Liu","raw_affiliation_strings":["College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054412130","display_name":"Jianli Zhao","orcid":"https://orcid.org/0000-0002-7291-9003"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]},{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Li Zhao","raw_affiliation_strings":["College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361041","display_name":"Li Li","orcid":"https://orcid.org/0000-0001-8485-2216"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]},{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100641682","display_name":"Yaning Wang","orcid":"https://orcid.org/0000-0001-8964-562X"},"institutions":[{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]},{"id":"https://openalex.org/I34155123","display_name":"Hebei University of Science and Technology","ror":"https://ror.org/05h3pkk68","country_code":"CN","type":"education","lineage":["https://openalex.org/I34155123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya-Ning Wang","raw_affiliation_strings":["College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economy and Management, Hebei University of Science and Technology, Tianjin, China","institution_ids":["https://openalex.org/I34155123"]},{"raw_affiliation_string":"College of Electric Automation at Hebei University of Technology, Tianjin, 300130, china","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.1907078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1059","last_page":"1064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9898999929428101,"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"}},"topics":[{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9898999929428101,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9876000285148621,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9866999983787537,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6090346574783325},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.6034373641014099},{"id":"https://openalex.org/keywords/circuit-breaker","display_name":"Circuit breaker","score":0.6028356552124023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5863133072853088},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5620583891868591},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5326575636863708},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.47362133860588074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45576342940330505},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4425755739212036},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.43422794342041016},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34280824661254883},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22833338379859924},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09564131498336792}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6090346574783325},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.6034373641014099},{"id":"https://openalex.org/C61352017","wikidata":"https://www.wikidata.org/wiki/Q211058","display_name":"Circuit breaker","level":2,"score":0.6028356552124023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5863133072853088},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5620583891868591},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5326575636863708},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.47362133860588074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45576342940330505},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4425755739212036},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.43422794342041016},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34280824661254883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22833338379859924},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09564131498336792},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5580947","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580947","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1977355162","https://openalex.org/W1981378875","https://openalex.org/W2006599158","https://openalex.org/W2026765215","https://openalex.org/W2090620189","https://openalex.org/W2132545397","https://openalex.org/W2152505941","https://openalex.org/W2349432357","https://openalex.org/W2351137002","https://openalex.org/W2354971571","https://openalex.org/W2356727035","https://openalex.org/W2357764605","https://openalex.org/W2365533144","https://openalex.org/W2381009640","https://openalex.org/W2392423477","https://openalex.org/W6989256403","https://openalex.org/W7028450888"],"related_works":["https://openalex.org/W4245508182","https://openalex.org/W4233511069","https://openalex.org/W2046633342","https://openalex.org/W2370050053","https://openalex.org/W2372936409","https://openalex.org/W53954450","https://openalex.org/W2365287829","https://openalex.org/W2389645710","https://openalex.org/W2379553594","https://openalex.org/W2351059076"],"abstract_inverted_index":{"The":[0],"paper":[1],"has":[2,47,63,76,86],"extracted":[3],"the":[4,12,20,24,38,52,57,60,67,72,81,84,92,96,104],"energy":[5],"spectrum":[6],"entropy":[7],"of":[8,15,26,40,54,71,83],"wavelet":[9,27],"packet":[10,28],"as":[11],"eigen":[13,61],"vector":[14,62],"fault":[16,69],"patterns,":[17],"through":[18],"analyzing":[19],"vibration":[21],"signal":[22],"in":[23],"decomposition":[25],"when":[29],"Low-Voltage":[30],"(LV)":[31],"Circuit":[32],"Breaker":[33],"broke":[34],"down.":[35],"Based":[36],"on":[37],"concept":[39],"Clustering":[41],"Center,":[42],"a":[43],"Na\u00efve":[44],"Bayesian":[45],"classifier":[46],"been":[48,64,77,87],"constructed.":[49],"By":[50],"using":[51],"weight":[53],"probability":[55],"measure,":[56],"correlations":[58],"between":[59],"described.":[65],"Thus":[66],"simulated":[68],"diagnosis":[70],"LV":[73],"circuit":[74],"breaker":[75],"achieved.":[78],"Through":[79],"simulating,":[80],"efficiency":[82],"method":[85],"verified,":[88],"which":[89,107],"could":[90],"fasten":[91],"computing":[93],"speed,":[94],"optimize":[95],"real-time":[97],"performance":[98],"and":[99],"classification":[100],"precision":[101],"comparing":[102],"with":[103],"neural":[105],"network":[106],"uses":[108],"black-box":[109],"modeling.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}