{"id":"https://openalex.org/W1979757900","doi":"https://doi.org/10.4304/jsw.8.3.709-715","title":"The Study on Rotating Machinery Early Fault Diagnosis based on Principal Component Analysis and Fuzzy C-means Algorithm","display_name":"The Study on Rotating Machinery Early Fault Diagnosis based on Principal Component Analysis and Fuzzy C-means Algorithm","publication_year":2013,"publication_date":"2013-03-01","ids":{"openalex":"https://openalex.org/W1979757900","doi":"https://doi.org/10.4304/jsw.8.3.709-715","mag":"1979757900"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.8.3.709-715","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.3.709-715","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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/A5063284983","display_name":"Qiang Zhao","orcid":"https://orcid.org/0000-0002-0278-5804"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qiang Zhao","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063284983"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5149,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84047096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9850999712944031,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9850999712944031,"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":0.9797000288963318,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.8505877256393433},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.8037717938423157},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.598385751247406},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5690452456474304},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.549901008605957},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.516319215297699},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3533953130245209},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34829437732696533}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8505877256393433},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8037717938423157},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.598385751247406},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5690452456474304},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.549901008605957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.516319215297699},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3533953130245209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34829437732696533},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jsw.8.3.709-715","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.8.3.709-715","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W343066586","https://openalex.org/W1484664922","https://openalex.org/W1528458083","https://openalex.org/W1540920731","https://openalex.org/W1604723063","https://openalex.org/W1904080396","https://openalex.org/W1980564456","https://openalex.org/W1990368529","https://openalex.org/W1995450389","https://openalex.org/W2010560128","https://openalex.org/W2013687186","https://openalex.org/W2051311460","https://openalex.org/W2074389556","https://openalex.org/W2076808107","https://openalex.org/W2113076747","https://openalex.org/W2136757062","https://openalex.org/W2140742659","https://openalex.org/W2351461032","https://openalex.org/W3148443593","https://openalex.org/W4211007335","https://openalex.org/W4292078529","https://openalex.org/W4292295629","https://openalex.org/W6639659519"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W2531880140","https://openalex.org/W3205213561","https://openalex.org/W2126145365","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3024018414","https://openalex.org/W385273440","https://openalex.org/W4380081032"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposed":[2],"an":[3],"approach":[4],"of":[5,37,68],"mechanical":[6],"failure":[7],"information":[8],"extraction":[9],"and":[10],"recognition":[11],"in":[12,44,58],"the":[13,20,34,45,59],"early":[14],"fault":[15,43,63,75],"state":[16],"variables,":[17],"combined":[18],"with":[19,25],"principal":[21],"component":[22,29],"analysis":[23,30,54],"algorithm":[24,31,50],"FCM":[26,49],"algorithm.":[27],"Principal":[28],"to":[32,53,71],"get":[33],"characteristic":[35],"value":[36],"data":[38],"sets":[39],"carries":[40],"enough":[41],"about":[42],"time":[46],"domain.":[47],"Then":[48],"is":[51,56],"used":[52],"model":[55],"established":[57],"classification":[60],"feature":[61],"different":[62],"state.":[64],"The":[65],"application":[66],"results":[67],"this":[69],"method":[70],"identify":[72],"variables":[73],"deviation":[74],"rotor":[76],"test":[77],"bed":[78],"are":[79],"acceptable.":[80]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
