{"id":"https://openalex.org/W4362653565","doi":"https://doi.org/10.1109/access.2023.3264707","title":"Analysis of Substation Joint Safety Control System and Model Based on Multi-Source Heterogeneous Data Fusion","display_name":"Analysis of Substation Joint Safety Control System and Model Based on Multi-Source Heterogeneous Data Fusion","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4362653565","doi":"https://doi.org/10.1109/access.2023.3264707"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3264707","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3264707","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10092796.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/ielx7/6287639/6514899/10092796.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079549657","display_name":"Bo Wu","orcid":"https://orcid.org/0000-0002-9394-155X"},"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":"Bo Wu","raw_affiliation_strings":["College of International Education, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"College of International Education, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103191643","display_name":"Yifan Hu","orcid":"https://orcid.org/0000-0002-5723-5156"},"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":"Yifan Hu","raw_affiliation_strings":["College of International Education, North China Electric Power University, Baoding, China"],"affiliations":[{"raw_affiliation_string":"College of International Education, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079549657"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.325,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94480879,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"35281","last_page":"35297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9398000240325928,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5653990507125854},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5117413997650146},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.511356770992279},{"id":"https://openalex.org/keywords/iec-61850","display_name":"IEC 61850","score":0.45583203434944153},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44069936871528625},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.41817614436149597},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3818489909172058},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33900076150894165},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3141705393791199},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.1953658163547516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.185273677110672},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1180625855922699},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09794148802757263}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5653990507125854},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5117413997650146},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.511356770992279},{"id":"https://openalex.org/C2778907243","wikidata":"https://www.wikidata.org/wiki/Q168160","display_name":"IEC 61850","level":3,"score":0.45583203434944153},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44069936871528625},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.41817614436149597},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3818489909172058},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33900076150894165},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3141705393791199},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.1953658163547516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.185273677110672},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1180625855922699},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09794148802757263},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3264707","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3264707","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10092796.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:197f30d57316480bb3a445b613149586","is_oa":true,"landing_page_url":"https://doaj.org/article/197f30d57316480bb3a445b613149586","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 35281-35297 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3264707","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3264707","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10092796.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":[{"id":"https://metadata.un.org/sdg/7","score":0.7200000286102295,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362653565.pdf","grobid_xml":"https://content.openalex.org/works/W4362653565.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1554132173","https://openalex.org/W1689711448","https://openalex.org/W1997103868","https://openalex.org/W2004353783","https://openalex.org/W2012674366","https://openalex.org/W2116261113","https://openalex.org/W2156951000","https://openalex.org/W2485269311","https://openalex.org/W2565703490","https://openalex.org/W2596867090","https://openalex.org/W2663103951","https://openalex.org/W2737118544","https://openalex.org/W2776300062","https://openalex.org/W2782136764","https://openalex.org/W2912365225","https://openalex.org/W2937246245","https://openalex.org/W2944477036","https://openalex.org/W2963028801","https://openalex.org/W2964967385","https://openalex.org/W2965074050","https://openalex.org/W2979458631","https://openalex.org/W2986158091","https://openalex.org/W2988361475","https://openalex.org/W3011353637","https://openalex.org/W3012995208","https://openalex.org/W3015918843","https://openalex.org/W3085618511","https://openalex.org/W3088341329","https://openalex.org/W3100844123","https://openalex.org/W3106861319","https://openalex.org/W3177318507","https://openalex.org/W3190390211","https://openalex.org/W3202837602","https://openalex.org/W3206779661","https://openalex.org/W3207836091","https://openalex.org/W3208719405","https://openalex.org/W4200117260","https://openalex.org/W4206429903","https://openalex.org/W4223650310","https://openalex.org/W4226049413","https://openalex.org/W4293149188","https://openalex.org/W4296200598","https://openalex.org/W4312059129","https://openalex.org/W4313167110","https://openalex.org/W4313651020"],"related_works":["https://openalex.org/W2367739416","https://openalex.org/W1984507003","https://openalex.org/W2352028207","https://openalex.org/W1847012216","https://openalex.org/W2383397189","https://openalex.org/W2364323245","https://openalex.org/W2378142920","https://openalex.org/W2351977728","https://openalex.org/W2392964253","https://openalex.org/W2353883626"],"abstract_inverted_index":{"As":[0],"the":[1,10,16,31,41,87,140,152,174,178,202,214,248,264],"number":[2],"of":[3,19,24,45,89,109,217,228,247],"substations":[4,25,51,67],"continues":[5,13],"to":[6,14,137,263],"increase":[7],"globally":[8],"and":[9,21,40,43,63,101,130,144,148,177,201,230,244],"market":[11],"demand":[12,33],"rise,":[15],"current":[17,32],"workload":[18],"maintenance":[20],"daily":[22],"operation":[23,81,102],"in":[26,151,173,196,257],"power":[27,169,219,269],"grids":[28],"cannot":[29],"meet":[30],"if":[34],"only":[35],"relying":[36],"on":[37,69,251],"manual":[38],"work,":[39],"design":[42],"implementation":[44],"intelligent":[46,110,121,124,132,185,233],"safety":[47,60,234,241],"control":[48,61,235,242],"solutions":[49],"for":[50,66,113,162,187,213,237,278],"is":[52,83,194,260],"imperative.":[53],"Therefore,":[54],"this":[55,207,223,258],"paper":[56,259],"proposes":[57],"a":[58,75,107,226,274],"joint":[59,188,240],"system":[62,93,243],"model":[64,161,193,208,245],"analysis":[65,246],"based":[68,250],"multi-source":[70,252],"heterogeneous":[71,253],"data":[72,114,149,172,254],"fusion.":[73],"Firstly,":[74],"three-dimensional":[76],"visualization":[77],"substation":[78,90,131,141,163,218,249,265],"efficient":[79],"interactive":[80],"platform":[82],"realized,":[84],"which":[85,166,271],"realizes":[86],"functions":[88],"scene":[91],"roaming,":[92],"login,":[94],"information":[95],"management,":[96],"equipment":[97,170],"parameters,":[98],"status":[99],"viewing":[100],"ticket":[103],"pushing;":[104],"after":[105],"that,":[106],"variety":[108],"hardware":[111],"devices":[112,186],"collection,":[115],"such":[116],"as":[117,266],"multi-dimensional":[118],"terminal":[119],"sensors,":[120],"wearable":[122],"devices,":[123],"pre-built":[125],"positioning":[126],"installation":[127],"measure":[128],"rod,":[129],"inspection":[133,142,153],"robots":[134],"are":[135],"designed":[136,256],"greatly":[138],"improve":[139],"efficiency":[143],"realize":[145],"real-time":[146],"monitoring":[147],"interaction":[150],"process.":[154],"Finally,":[155],"we":[156],"propose":[157],"an":[158,267],"Attention-LSTM-based":[159],"prediction":[160,179,192],"multidimensional":[164],"data,":[165],"can":[167,181,209],"predict":[168],"spatio-temporal":[171],"short":[175],"term,":[176],"results":[180,204],"be":[182],"combined":[183],"with":[184],"diagnosis.":[189],"The":[190,239],"Attention-LSTM":[191],"well-trained":[195],"transformer":[197],"oil":[198],"temperature":[199],"experiments,":[200],"experimental":[203],"show":[205],"that":[206],"provide":[210],"early":[211],"warning":[212],"abnormal":[215],"state":[216],"equipment.":[220,280],"In":[221],"summary,":[222],"thesis":[224],"describes":[225],"set":[227],"complete":[229],"practically":[231],"feasible":[232],"methods":[236],"substations.":[238],"fusion":[255],"mainly":[261],"oriented":[262],"electric":[268],"workplace,":[270],"has":[272],"quite":[273],"vast":[275],"application":[276],"prospect":[277],"energy":[279]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
