{"id":"https://openalex.org/W4377826017","doi":"https://doi.org/10.3233/jifs-223461","title":"Condition monitoring and fault diagnosis of hydropower generator based on LSTM correction model","display_name":"Condition monitoring and fault diagnosis of hydropower generator based on LSTM correction model","publication_year":2023,"publication_date":"2023-05-23","ids":{"openalex":"https://openalex.org/W4377826017","doi":"https://doi.org/10.3233/jifs-223461"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-223461","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-223461","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5030283083","display_name":"Jingcao Huang","orcid":"https://orcid.org/0000-0002-3041-6440"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingcao Huang","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102934461","display_name":"Bin Guo","orcid":"https://orcid.org/0000-0002-6515-1913"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Guo","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067198772","display_name":"Songyi Dian","orcid":"https://orcid.org/0000-0003-2687-1886"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyi Dian","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102934461"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":1.1269,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77146291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"45","issue":"2","first_page":"2419","last_page":"2436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9840999841690063,"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":0.9840999841690063,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11220","display_name":"Water Systems and Optimization","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.795599639415741},{"id":"https://openalex.org/keywords/hydropower","display_name":"Hydropower","score":0.5572131276130676},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5494163036346436},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5320239067077637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4840964078903198},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.47327280044555664},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.45228976011276245},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.44908756017684937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4236752688884735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3504389822483063},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3329703211784363},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10498091578483582},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09043481945991516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795599639415741},{"id":"https://openalex.org/C40675005","wikidata":"https://www.wikidata.org/wiki/Q170196","display_name":"Hydropower","level":2,"score":0.5572131276130676},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5494163036346436},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5320239067077637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4840964078903198},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.47327280044555664},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.45228976011276245},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.44908756017684937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4236752688884735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3504389822483063},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3329703211784363},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10498091578483582},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09043481945991516},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-223461","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-223461","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1974989212","https://openalex.org/W2064675550","https://openalex.org/W2089424486","https://openalex.org/W2093329871","https://openalex.org/W2112122263","https://openalex.org/W2475220525","https://openalex.org/W2593239008","https://openalex.org/W2796013264","https://openalex.org/W2896764759","https://openalex.org/W2908875359","https://openalex.org/W2930258441","https://openalex.org/W2977117446","https://openalex.org/W2983406044","https://openalex.org/W3009747427","https://openalex.org/W3025770049","https://openalex.org/W3044539520","https://openalex.org/W3047961109","https://openalex.org/W3094110601","https://openalex.org/W3095937110","https://openalex.org/W3111843301","https://openalex.org/W3135278483","https://openalex.org/W3163084407","https://openalex.org/W3188514081","https://openalex.org/W4205830141","https://openalex.org/W4205935019","https://openalex.org/W4213030023","https://openalex.org/W4224275736","https://openalex.org/W4226158669","https://openalex.org/W4285151704","https://openalex.org/W4295046711","https://openalex.org/W6768047891","https://openalex.org/W6842013002"],"related_works":["https://openalex.org/W2616259412","https://openalex.org/W4379984126","https://openalex.org/W2370970070","https://openalex.org/W2604696140","https://openalex.org/W2538191543","https://openalex.org/W2164519911","https://openalex.org/W2084010461","https://openalex.org/W2387489760","https://openalex.org/W2366939045","https://openalex.org/W2380248698"],"abstract_inverted_index":{"Hydropower":[0],"station":[1],"is":[2,33],"vital":[3],"for":[4],"the":[5,9,16,37,42,50,56,59,70,77,80,85,91,95,103,148,154,174,184],"stable":[6],"growth":[7],"of":[8,19,52,58,97,178],"national":[10],"economy.":[11],"How":[12],"to":[13,35,131,139],"timely":[14],"warn":[15],"possible":[17],"faults":[18],"hydropower":[20],"stations":[21],"has":[22],"become":[23],"an":[24],"increasingly":[25],"popular":[26],"research":[27],"topic.":[28],"The":[29,144],"traditional":[30,60,71,168],"detection":[31,61,73,169],"model":[32,83,87,104,151],"difficult":[34],"detect":[36,117,160],"small":[38,161],"abnormal":[39,46,98,110,119],"changes":[40,47,162,185],"in":[41,121,186],"data,":[43],"and":[44,134,176],"these":[45,118,136],"are":[48],"often":[49],"precursor":[51],"faults.":[53],"To":[54],"improve":[55],"sensitivity":[57],"model,":[62],"this":[63,124],"study":[64],"introduced":[65],"a":[66,141],"weight":[67],"factor":[68],"into":[69],"LSTM":[72,81,149],"model.":[74],"By":[75],"using":[76],"correction":[78,82,150],"mechanism,":[79],"makes":[84],"prediction":[86],"never":[88],"deviate":[89],"from":[90],"normal":[92],"track":[93],"following":[94],"appearance":[96],"data.":[99],"This":[100],"ensures":[101],"that":[102,114,147,163],"can":[105,116,157],"generate":[106],"large":[107],"residuals":[108],"after":[109],"data":[111,120],"occur":[112],"so":[113],"we":[115],"time.":[122],"Finally,":[123],"paper":[125],"puts":[126],"forward":[127],"two":[128,137],"factors":[129,138],"related":[130],"equipment":[132,179],"health":[133,142,155,187],"integrates":[135],"form":[140],"index.":[143],"results":[145],"show":[146],"based":[152,182],"on":[153,183],"index":[156],"not":[158],"only":[159],"cannot":[164],"be":[165],"detected":[166],"by":[167],"models":[170],"but":[171],"also":[172],"knows":[173],"wear":[175],"tear":[177],"during":[180],"operation":[181],"indicators.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
