{"id":"https://openalex.org/W1665807360","doi":"https://doi.org/10.1109/icinfa.2015.7279608","title":"Intrinsic Mode selection of transformer vibration signal based on correlation coefficient","display_name":"Intrinsic Mode selection of transformer vibration signal based on correlation coefficient","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1665807360","doi":"https://doi.org/10.1109/icinfa.2015.7279608","mag":"1665807360"},"language":"en","primary_location":{"id":"doi:10.1109/icinfa.2015.7279608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icinfa.2015.7279608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Information and Automation","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/A5100365715","display_name":"Ke Zhang","orcid":"https://orcid.org/0000-0002-3416-0956"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, Hebei Province, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, Hebei Province, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058840505","display_name":"Bo Zhao","orcid":"https://orcid.org/0000-0002-0141-7647"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Zhao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, Hebei Province, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, Hebei Province, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101160430","display_name":"Qiaolin Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaolin Ding","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, Hebei Province, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, Hebei Province, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100419998","display_name":"Yong Yu","orcid":"https://orcid.org/0000-0002-0187-2439"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yu","raw_affiliation_strings":["Shijiazhuang Electric Power Corporation, State Grid Corporation of China, Shijiazhuang, Hebei Province, China","Shijiazhuang Electric Power Corporation, State Grid Corporation of China, Hebei Province, China"],"affiliations":[{"raw_affiliation_string":"Shijiazhuang Electric Power Corporation, State Grid Corporation of China, Shijiazhuang, Hebei Province, China","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"Shijiazhuang Electric Power Corporation, State Grid Corporation of China, Hebei Province, China","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100365715"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":null,"apc_paid":null,"fwci":0.3366,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63154731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"21","issue":null,"first_page":"1953","last_page":"1956"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9990000128746033,"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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9966999888420105,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9693999886512756,"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/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7987590432167053},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6790034770965576},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5975266695022583},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.5444028377532959},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5207509994506836},{"id":"https://openalex.org/keywords/electromagnetic-coil","display_name":"Electromagnetic coil","score":0.5121617317199707},{"id":"https://openalex.org/keywords/rotary-variable-differential-transformer","display_name":"Rotary variable differential transformer","score":0.4655417203903198},{"id":"https://openalex.org/keywords/linear-variable-differential-transformer","display_name":"Linear variable differential transformer","score":0.45685580372810364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4414956867694855},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3828708231449127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37976714968681335},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3463256061077118},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3365297317504883},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3323260545730591},{"id":"https://openalex.org/keywords/distribution-transformer","display_name":"Distribution transformer","score":0.30253878235816956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30239713191986084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24980846047401428},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2164304554462433},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1975487470626831},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.18924304842948914},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13409322500228882},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10210448503494263}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7987590432167053},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6790034770965576},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5975266695022583},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.5444028377532959},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5207509994506836},{"id":"https://openalex.org/C30403606","wikidata":"https://www.wikidata.org/wiki/Q2981904","display_name":"Electromagnetic coil","level":2,"score":0.5121617317199707},{"id":"https://openalex.org/C196489102","wikidata":"https://www.wikidata.org/wiki/Q3442941","display_name":"Rotary variable differential transformer","level":5,"score":0.4655417203903198},{"id":"https://openalex.org/C125884559","wikidata":"https://www.wikidata.org/wiki/Q369791","display_name":"Linear variable differential transformer","level":5,"score":0.45685580372810364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4414956867694855},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3828708231449127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37976714968681335},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3463256061077118},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3365297317504883},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3323260545730591},{"id":"https://openalex.org/C117323899","wikidata":"https://www.wikidata.org/wiki/Q1907989","display_name":"Distribution transformer","level":4,"score":0.30253878235816956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30239713191986084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24980846047401428},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2164304554462433},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1975487470626831},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.18924304842948914},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13409322500228882},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10210448503494263},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icinfa.2015.7279608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icinfa.2015.7279608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Information and Automation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2120058377","https://openalex.org/W2120390927","https://openalex.org/W2127392509","https://openalex.org/W2137270140","https://openalex.org/W2140238868","https://openalex.org/W2353285583","https://openalex.org/W2360422546","https://openalex.org/W2363899261","https://openalex.org/W2364783076","https://openalex.org/W2516470014","https://openalex.org/W6726699717"],"related_works":["https://openalex.org/W2367749627","https://openalex.org/W1495951840","https://openalex.org/W2124772464","https://openalex.org/W775655832","https://openalex.org/W2342320624","https://openalex.org/W2551838456","https://openalex.org/W2293923044","https://openalex.org/W3134129535","https://openalex.org/W1568097362","https://openalex.org/W2031126086"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2],"extract":[3],"effectively":[4],"the":[5,34,44,57,63,75,84,87],"characteristics":[6],"of":[7,10,47,86,92],"every":[8],"condition":[9],"transformer":[11,35,76,93],"from":[12],"vibration":[13,36],"signal,":[14],"a":[15,72],"sensitive":[16,45],"Intrinsic":[17],"Mode":[18,28],"Function":[19],"(IMF)":[20],"selection":[21],"method":[22,88],"which":[23,67],"based":[24],"on":[25],"Ensemble":[26],"Empirical":[27],"Decomposition":[29],"(EEMD)":[30],"is":[31,38,60,68],"proposed.":[32],"First,":[33],"signal":[37],"decomposed":[39],"by":[40,52],"using":[41,53],"EEMD,":[42],"and":[43],"components":[46],"obtained":[48],"IMFs":[49],"are":[50],"extracted":[51],"correlation":[54],"coefficient.":[55],"Then,":[56],"feature":[58],"vector":[59],"constructed":[61],"with":[62],"IMF":[64],"energy":[65],"entropy,":[66],"then":[69],"used":[70],"as":[71],"criterion":[73],"for":[74,89],"winding":[77],"state":[78],"identification.":[79],"The":[80],"experimental":[81],"results":[82],"verify":[83],"validity":[85],"fault":[90],"diagnosis":[91],"winding.":[94]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
