{"id":"https://openalex.org/W2937334833","doi":"https://doi.org/10.1109/access.2019.2906895","title":"A Hybrid Method for Life Prediction of Railway Relays Based on Multi-Layer Decomposition and RBFNN","display_name":"A Hybrid Method for Life Prediction of Railway Relays Based on Multi-Layer Decomposition and RBFNN","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2937334833","doi":"https://doi.org/10.1109/access.2019.2906895","mag":"2937334833"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2906895","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906895","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08684938.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08684938.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014206402","display_name":"Yongkui Sun","orcid":"https://orcid.org/0000-0001-6582-1342"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongkui Sun","raw_affiliation_strings":["Beijing Jiaotong University, Beijing, Beijing, CN"],"raw_orcid":"https://orcid.org/0000-0001-6582-1342","affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015347934","display_name":"Yuan Cao","orcid":"https://orcid.org/0000-0001-6631-4908"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Cao","raw_affiliation_strings":["Beijing Jiaotong University, Beijing, Beijing, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074916163","display_name":"Mingjun Zhou","orcid":"https://orcid.org/0000-0003-1582-9682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingjun Zhou","raw_affiliation_strings":["Railway Electrification Transformation Project Construction Headquarters, China Railway Harbin Bureau Group Co., Ltd., Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Railway Electrification Transformation Project Construction Headquarters, China Railway Harbin Bureau Group Co., Ltd., Harbin, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101749804","display_name":"Tao Wen","orcid":"https://orcid.org/0000-0002-8253-9338"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wen","raw_affiliation_strings":["Beijing Jiaotong University, Beijing, Beijing, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432766","display_name":"Peng Li","orcid":"https://orcid.org/0000-0003-1125-5044"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Li","raw_affiliation_strings":["Beijing Jiaotong University, Beijing, Beijing, CN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114375483","display_name":"Clive Roberts","orcid":"https://orcid.org/0000-0002-1518-2105"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Clive Roberts","raw_affiliation_strings":["University of Birmingham, Birmingham, Birmingham, GB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, Birmingham, GB","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014206402"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.3733,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92502235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"44761","last_page":"44770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T12371","display_name":"Electrical Contact Performance and Analysis","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.9700999855995178,"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/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.8096747398376465},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6532847881317139},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.632168173789978},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5493424534797668},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5284749269485474},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5180463790893555},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5077739357948303},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4443003535270691},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4307573437690735},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4257145822048187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20922517776489258}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.8096747398376465},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6532847881317139},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.632168173789978},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5493424534797668},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5284749269485474},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5180463790893555},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5077739357948303},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4443003535270691},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4307573437690735},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4257145822048187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20922517776489258},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","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},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2019.2906895","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906895","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08684938.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:de96e6aa167c4070aba46262b781a6ce","is_oa":true,"landing_page_url":"https://doaj.org/article/de96e6aa167c4070aba46262b781a6ce","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":"IEEE Access, Vol 7, Pp 44761-44770 (2019)","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:Publications/4e39eb3b-5fbb-4fa0-8856-73bed488b6df","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/4e39eb3b-5fbb-4fa0-8856-73bed488b6df","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/4e39eb3b-5fbb-4fa0-8856-73bed488b6df","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":"Sun, Y, Cao, Y, Zhou, M, Wen, T, Li, P & Roberts, C 2019, 'A hybrid method for life prediction of railway relays based on multi-layer decomposition and RBFNN', IEEE Access, vol. 7, pp. 44761-44770. https://doi.org/10.1109/ACCESS.2019.2906895","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/4e39eb3b-5fbb-4fa0-8856-73bed488b6df","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85064680673&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1109/access.2019.2906895","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906895","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08684938.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G1814376888","display_name":null,"funder_award_id":"2016YFE0200900","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2787828080","display_name":null,"funder_award_id":"U1734211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2913669330","display_name":null,"funder_award_id":"2016YFE0200900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3949384069","display_name":null,"funder_award_id":"61873201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4613506189","display_name":null,"funder_award_id":"2016YFE0200900","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4681777888","display_name":null,"funder_award_id":"2018YJS021","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7221012831","display_name":null,"funder_award_id":"U1534208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8690263181","display_name":null,"funder_award_id":"61873201","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8950056937","display_name":null,"funder_award_id":"61806064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2937334833.pdf","grobid_xml":"https://content.openalex.org/works/W2937334833.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W139795252","https://openalex.org/W351966126","https://openalex.org/W1473074481","https://openalex.org/W1995918553","https://openalex.org/W2000982976","https://openalex.org/W2007221293","https://openalex.org/W2018430492","https://openalex.org/W2120390927","https://openalex.org/W2125056386","https://openalex.org/W2345634742","https://openalex.org/W2462309121","https://openalex.org/W2462792485","https://openalex.org/W2500592017","https://openalex.org/W2571217044","https://openalex.org/W2590877170","https://openalex.org/W2756154429","https://openalex.org/W2757282846","https://openalex.org/W2761070841","https://openalex.org/W2770183464","https://openalex.org/W2774791859","https://openalex.org/W2791255579","https://openalex.org/W2791961911","https://openalex.org/W2807874407","https://openalex.org/W2808523920","https://openalex.org/W2913674227"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2011248322","https://openalex.org/W2329112433"],"abstract_inverted_index":{"The":[0,200],"railway":[1,8,57],"relay":[2],"plays":[3],"an":[4,74,108],"important":[5],"role":[6],"in":[7],"systems.":[9],"Its":[10],"reliability":[11],"has":[12],"a":[13,34,89,115],"significant":[14],"effect":[15],"on":[16,39,187,212],"the":[17,40,44,60,79,86,120,134,145,154,159,164,169,174,179,205,213],"safety":[18,218],"of":[19,56,162,178,217],"passengers":[20],"and":[21,43,67,107,176,190],"train":[22],"operation,":[23],"which":[24,99],"can":[25],"be":[26],"reflected":[27],"using":[28,141],"degradation":[29,61,80,171,215],"parameters.":[30],"In":[31,82],"this":[32],"paper,":[33],"novel":[35,181],"hybrid":[36,182,207],"method":[37,76,92,184,209],"based":[38],"multi-layer":[41,90],"decomposition":[42,91,105,112,121],"radial":[45],"basis":[46],"function":[47],"neural":[48],"network":[49],"(RBFNN)":[50],"is":[51,70,93,125,129,150],"proposed":[52,180,206],"for":[53,96,118,156],"life":[54],"prediction":[55,87,146,160,183,189,192,198,208],"relays.":[58,219],"As":[59],"parameter":[62],"series":[63],"are":[64,166,185],"usually":[65],"nonlinear":[66],"non-stationary,":[68],"it":[69],"vital":[71],"to":[72,77,84,132,143,152],"develop":[73],"essential":[75],"preprocess":[78],"series.":[81,172],"order":[83],"improve":[85,144],"accuracy,":[88],"developed":[94],"first":[95],"data":[97],"pre-processing,":[98],"blends":[100],"complete":[101],"ensemble":[102],"empirical":[103],"mode":[104,111,137],"(CEEMD)":[106],"improved":[109],"variational":[110],"(IVMD)":[113],"with":[114],"stopping":[116],"criterion":[117],"determining":[119],"modes":[122],"number.":[123],"It":[124],"noted":[126],"that":[127,204],"IVMD":[128],"then":[130],"used":[131,197],"decompose":[133],"high-frequency":[135],"intrinsic":[136],"functions":[138],"(IMFs)":[139],"obtained":[140],"CEEMD":[142],"accuracy.":[147],"Furthermore,":[148],"RBFNN":[149],"applied":[151],"all":[153,163],"components":[155,165],"prediction.":[157],"And":[158],"results":[161,202],"reconstructed":[167],"as":[168],"predicted":[170],"Finally,":[173],"effectiveness":[175],"robustness":[177],"verified":[186],"one-step":[188],"multi-step":[191],"by":[193],"comparing":[194],"other":[195],"commonly":[196],"methods.":[199],"experimental":[201],"indicate":[203],"performs":[210],"best":[211],"complex":[214],"parameters":[216]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
