{"id":"https://openalex.org/W4406862635","doi":"https://doi.org/10.1186/s42162-025-00473-0","title":"Research on power plant security issues monitoring and fault detection using attention based LSTM model","display_name":"Research on power plant security issues monitoring and fault detection using attention based LSTM model","publication_year":2025,"publication_date":"2025-01-27","ids":{"openalex":"https://openalex.org/W4406862635","doi":"https://doi.org/10.1186/s42162-025-00473-0"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-025-00473-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00473-0","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00473-0","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00473-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043305819","display_name":"Shengda Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138151","display_name":"Jilin Electric Power Research Institute (China)","ror":"https://ror.org/03pw0zs24","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210138151"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengda Wang","raw_affiliation_strings":["JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China","institution_ids":["https://openalex.org/I4210138151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004464662","display_name":"Zeng Dou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138151","display_name":"Jilin Electric Power Research Institute (China)","ror":"https://ror.org/03pw0zs24","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210138151"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeng Dou","raw_affiliation_strings":["JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China","institution_ids":["https://openalex.org/I4210138151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090136060","display_name":"Danni Liu","orcid":"https://orcid.org/0000-0001-7152-6390"},"institutions":[{"id":"https://openalex.org/I4210138151","display_name":"Jilin Electric Power Research Institute (China)","ror":"https://ror.org/03pw0zs24","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210138151"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danni Liu","raw_affiliation_strings":["JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China","institution_ids":["https://openalex.org/I4210138151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729784","display_name":"Xu Han","orcid":"https://orcid.org/0000-0002-8967-4372"},"institutions":[{"id":"https://openalex.org/I4210138151","display_name":"Jilin Electric Power Research Institute (China)","ror":"https://ror.org/03pw0zs24","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210138151"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Xu","raw_affiliation_strings":["JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JiLin Information & Telecommunication Company, State Grid Jilin Electric Power, Changchun City, 130022, Jilin Province, China","institution_ids":["https://openalex.org/I4210138151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101062406","display_name":"Ji Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138151","display_name":"Jilin Electric Power Research Institute (China)","ror":"https://ror.org/03pw0zs24","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210138151"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ji Du","raw_affiliation_strings":["Jilin Jineng Electric Power Communication Co., Ltd, Changchun City, 130022, Jilin Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jilin Jineng Electric Power Communication Co., Ltd, Changchun City, 130022, Jilin Province, China","institution_ids":["https://openalex.org/I4210138151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101062406"],"corresponding_institution_ids":["https://openalex.org/I4210138151"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":3.2198,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91333446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9805999994277954,"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"}},"topics":[{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9805999994277954,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9262999892234802,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11357","display_name":"Risk and Safety Analysis","score":0.917900025844574,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5998397469520569},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.513006865978241},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5078228116035461},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4662315845489502},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4450303912162781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40164244174957275},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33798152208328247},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24674564599990845},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14025375247001648},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.11086282134056091}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5998397469520569},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.513006865978241},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5078228116035461},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4662315845489502},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4450303912162781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40164244174957275},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33798152208328247},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24674564599990845},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14025375247001648},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.11086282134056091},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s42162-025-00473-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00473-0","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00473-0","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41ca0ff090c94c42b8b523b13badeda3","is_oa":true,"landing_page_url":"https://doaj.org/article/41ca0ff090c94c42b8b523b13badeda3","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":"Energy Informatics, Vol 8, Iss 1, Pp 1-17 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-025-00473-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00473-0","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00473-0","source":{"id":"https://openalex.org/S3035173479","display_name":"Energy Informatics","issn_l":"2520-8942","issn":["2520-8942"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406862635.pdf","grobid_xml":"https://content.openalex.org/works/W4406862635.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2018637318","https://openalex.org/W2740444906","https://openalex.org/W3013101691","https://openalex.org/W3044627750","https://openalex.org/W3046117817","https://openalex.org/W3049074776","https://openalex.org/W3154798196","https://openalex.org/W4200360064","https://openalex.org/W4282832130","https://openalex.org/W4312476145","https://openalex.org/W4313388805","https://openalex.org/W4321385062","https://openalex.org/W4321499368","https://openalex.org/W4321787770","https://openalex.org/W4378841334","https://openalex.org/W4387299784","https://openalex.org/W4387488841","https://openalex.org/W4390798893","https://openalex.org/W4394697088"],"related_works":["https://openalex.org/W86946229","https://openalex.org/W3009843762","https://openalex.org/W2054360660","https://openalex.org/W1998491546","https://openalex.org/W2913439950","https://openalex.org/W3097589262","https://openalex.org/W2127402788","https://openalex.org/W4376453582","https://openalex.org/W3147033875","https://openalex.org/W2621186724"],"abstract_inverted_index":{"For":[0,214,268],"Photo":[1],"Voltaic":[2],"(PV)":[3],"arrays":[4,250],"and":[5,12,31,42,49,69,108,122,141,166,168,176,199,251,262,307,327],"Wind":[6,71],"systems":[7,30],"to":[8,23,82,101,117,245,291],"operate":[9],"as":[10,14,300],"efficiently":[11],"effectively":[13,131],"possible,":[15],"fault":[16,321],"detection":[17,41,297,322],"is":[18,21,56,73,243,281],"essential.":[19],"It":[20],"possible":[22],"improve":[24,181],"the":[25,34,59,77,89,102,120,126,138,143,146,154,158,182,187,191,196,201,205,215,230,260,269,273,292,316],"safety":[26],"of":[27,58,92,125,145,153,157,190,204,217,232,264,271],"renewable":[28,62],"energy":[29,63,207,266,279],"guarantee":[32],"that":[33,239,315],"service":[35,107,123,185,188],"will":[36,115,163,173,180],"continue":[37],"uninterrupted":[38],"if":[39],"problem":[40],"diagnostics":[43],"are":[44,289],"performed":[45],"in":[46,85,137,248],"a":[47,255,276],"timely":[48],"accurate":[50],"manner.":[51],"In":[52],"general,":[53],"wind":[54],"power":[55,68,72,103,127,147,208],"one":[57],"three":[60],"major":[61],"sources,":[64],"along":[65],"with":[66,133],"solar":[67,265,278],"hydropower.":[70],"well":[74],"distributed":[75],"around":[76],"world,":[78],"making":[79],"it":[80],"suitable":[81],"be":[83,112,164,174],"exploited":[84],"human":[86],"activities":[87],"for":[88,229,258],"general":[90],"welfare":[91],"society.":[93],"A":[94],"prototype":[95],"security":[96,121,135,144,202],"situational":[97],"awareness":[98],"system":[99],"applicable":[100],"data":[104,128,160],"communication":[105,129,161,210],"network":[106,134,149,156,162,211],"traffic":[109,152,170],"model":[110,226],"should":[111],"developed.":[113],"This":[114],"help":[116],"successfully":[118],"enhance":[119],"quality":[124,189],"network,":[130,198],"cope":[132],"threats":[136],"new":[139,206],"environment,":[140],"ensure":[142],"plant":[148,209],"access.":[150],"The":[151,237,283,311],"main":[155],"existing":[159,296],"combined":[165],"analyzed,":[167],"NQA":[169],"management":[171],"algorithms":[172],"studied":[175],"proposed.":[177],"These":[178],"actions":[179],"SLA":[183],"hierarchical":[184],"capability,":[186],"core":[192],"services":[193],"carried":[194],"by":[195],"backbone":[197],"strengthen":[200],"capability":[203],"access":[212],"system.":[213],"purpose":[216,270],"this":[218,287],"investigation,":[219],"an":[220],"attention-based":[221],"long":[222],"short-term":[223],"memory":[224],"(Att-LSTM)":[225],"was":[227],"used":[228],"categorization":[231],"time":[233],"series":[234],"actual":[235],"data.":[236],"approach":[238],"has":[240],"been":[241],"developed":[242],"able":[244],"identify":[246],"defects":[247],"photovoltaic":[249],"inverters,":[252],"which":[253],"offers":[254],"dependable":[256],"option":[257],"improving":[259],"efficiency":[261],"dependability":[263],"systems.":[267],"evaluating":[272],"proposed":[274],"method,":[275],"real-world":[277],"dataset":[280],"used.":[282],"findings":[284],"acquired":[285],"from":[286,295],"evaluation":[288],"compared":[290],"results":[293,312],"received":[294],"approaches":[298],"such":[299],"Cryptography,":[301],"Intrusion":[302],"Detection":[303],"System":[304],"(IDS)":[305],"methods,":[306],"Network":[308],"Defense":[309],"Schemes.":[310],"obtained":[313],"demonstrate":[314],"suggested":[317],"method":[318],"surpasses":[319],"current":[320],"techniques,":[323],"providing":[324],"greater":[325],"accuracy":[326],"better":[328],"performance.":[329]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}