{"id":"https://openalex.org/W1967786256","doi":"https://doi.org/10.1109/icnc.2012.6234751","title":"Fault diagnosis based on wavelet packet energy and PNN analysis method for rolling bearing","display_name":"Fault diagnosis based on wavelet packet energy and PNN analysis method for rolling bearing","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W1967786256","doi":"https://doi.org/10.1109/icnc.2012.6234751","mag":"1967786256"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2012.6234751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","raw_type":"proceedings-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/A5100458616","display_name":"Jingyi Zhang","orcid":"https://orcid.org/0000-0002-0931-1302"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, 110159, China","School of Information Science and Engineering, Shenyang LiGong University, 110159, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363641","display_name":"Lan Wang","orcid":"https://orcid.org/0000-0002-0062-4011"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Wang","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, 110159, China","School of Information Science and Engineering, Shenyang LiGong University, 110159, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048964787","display_name":"Meichen Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meichen Zhu","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, 110159, China","School of Information Science and Engineering, Shenyang LiGong University, 110159, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067560525","display_name":"Yuanyuan Zhu","orcid":"https://orcid.org/0000-0002-5257-5645"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Zhu","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, 110159, China","School of Information Science and Engineering, Shenyang LiGong University, 110159, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089483589","display_name":"Qing Yang","orcid":"https://orcid.org/0000-0002-2615-5145"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, 110159, China","School of Information Science and Engineering, Shenyang LiGong University, 110159, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, 110159, China","institution_ids":["https://openalex.org/I116036724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"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":0.05284119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"32","issue":null,"first_page":"229","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9929999709129333,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9929999709129333,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9879000186920166,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9807999730110168,"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/bearing","display_name":"Bearing (navigation)","score":0.7594690322875977},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6720749139785767},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6646548509597778},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6353495121002197},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.583311140537262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5594421029090881},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.5379633903503418},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5225488543510437},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.4854176938533783},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47518932819366455},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4572555422782898},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4493737518787384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40113213658332825},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36262840032577515},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.30633407831192017},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15230721235275269},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.06723105907440186},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06292694807052612}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7594690322875977},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6720749139785767},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6646548509597778},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6353495121002197},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.583311140537262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5594421029090881},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.5379633903503418},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5225488543510437},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.4854176938533783},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47518932819366455},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4572555422782898},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4493737518787384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40113213658332825},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36262840032577515},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.30633407831192017},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15230721235275269},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.06723105907440186},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06292694807052612},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2012.6234751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234751","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1964168965","https://openalex.org/W1964511482","https://openalex.org/W1966100433","https://openalex.org/W1966973902","https://openalex.org/W1969494221","https://openalex.org/W2027908096","https://openalex.org/W2043756480","https://openalex.org/W2050252315","https://openalex.org/W2085990188","https://openalex.org/W2104976632","https://openalex.org/W2351244445","https://openalex.org/W3152407720","https://openalex.org/W7035910160"],"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":{"A":[0],"combined":[1],"approach":[2],"based":[3],"on":[4],"wavelet":[5,26],"packet":[6,27],"energy":[7,41],"and":[8,38,77],"probabilistic":[9],"neural":[10],"network":[11],"(WPE-PNN)":[12],"is":[13,28,45,54],"presented":[14],"to":[15,30,47,86],"diagnose":[16,48],"faults":[17],"in":[18,70],"the":[19,40,87,90],"rolling":[20,32],"bearing":[21,33],"vibration":[22,34],"signal":[23],"research.":[24],"Firstly":[25],"used":[29],"decompose":[31],"signals":[35],"into":[36],"three-layer,":[37],"extract":[39],"characteristics.":[42],"Then":[43],"PNN":[44],"proposed":[46,61],"faults.":[49],"Finally,":[50],"remote":[51],"fault":[52,71,75],"diagnosis":[53],"realized":[55],"by":[56],"virtual":[57],"instrument":[58],"technology.":[59],"The":[60],"method":[62],"can":[63,78],"provide":[64],"an":[65],"accepted":[66],"degree":[67],"of":[68],"accuracy":[69],"classification":[72],"under":[73],"different":[74],"conditions":[76],"be":[79],"operated":[80],"remotely":[81],"from":[82],"another":[83],"station":[84],"connected":[85],"server":[88],"via":[89],"World":[91],"Wide":[92],"Web.":[93]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
