{"id":"https://openalex.org/W4404524706","doi":"https://doi.org/10.1186/s42162-024-00433-0","title":"Application of multi-sensor information fusion technology in fault early warning of smart grid equipment","display_name":"Application of multi-sensor information fusion technology in fault early warning of smart grid equipment","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4404524706","doi":"https://doi.org/10.1186/s42162-024-00433-0"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-024-00433-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-024-00433-0","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-024-00433-0","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/s42162-024-00433-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100830832","display_name":"Zhi\u2010Hui Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhihui Kang","raw_affiliation_strings":["Hebi Institute of Engineering and Technology, Henan Polytechnic University, 458000, Hebi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebi Institute of Engineering and Technology, Henan Polytechnic University, 458000, Hebi, China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029205905","display_name":"Y Zhang","orcid":"https://orcid.org/0000-0003-2043-110X"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjie Zhang","raw_affiliation_strings":["Hebi Institute of Engineering and Technology, Henan Polytechnic University, 458000, Hebi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebi Institute of Engineering and Technology, Henan Polytechnic University, 458000, Hebi, China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100516625","display_name":"Yuhong Du","orcid":"https://orcid.org/0009-0000-0761-0037"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhong Du","raw_affiliation_strings":["Hebi Institute of Engineering and Technology, Henan Polytechnic University, 458000, Hebi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebi Institute of Engineering and Technology, Henan Polytechnic University, 458000, Hebi, China","institution_ids":["https://openalex.org/I4210166499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100830832"],"corresponding_institution_ids":["https://openalex.org/I4210166499"],"apc_list":{"value":790,"currency":"GBP","value_usd":1340},"apc_paid":{"value":790,"currency":"GBP","value_usd":1340},"fwci":2.0229,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87194035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"7","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":0.9934999942779541,"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":0.9934999942779541,"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/T14042","display_name":"Technology and Security Systems","score":0.988099992275238,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9847999811172485,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.6016280651092529},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.5568215847015381},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5374560356140137},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5328840017318726},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4840780794620514},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4679640233516693},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4612760543823242},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4180232286453247},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3882100284099579},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.34809935092926025},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32215166091918945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2185114026069641},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2077081799507141},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1858971118927002},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07278352975845337}],"concepts":[{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.6016280651092529},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.5568215847015381},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5374560356140137},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5328840017318726},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4840780794620514},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4679640233516693},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4612760543823242},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4180232286453247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3882100284099579},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.34809935092926025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32215166091918945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2185114026069641},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2077081799507141},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1858971118927002},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07278352975845337},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s42162-024-00433-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-024-00433-0","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-024-00433-0","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:6f63ee6e943942fbaa0500f35dcd8715","is_oa":true,"landing_page_url":"https://doaj.org/article/6f63ee6e943942fbaa0500f35dcd8715","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 7, Iss 1, Pp 1-24 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-024-00433-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-024-00433-0","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-024-00433-0","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":[{"id":"https://openalex.org/G4705717674","display_name":null,"funder_award_id":"Grant: 242102240122","funder_id":"https://openalex.org/F4320336593","funder_display_name":"Henan Provincial Science and Technology Research Project"}],"funders":[{"id":"https://openalex.org/F4320336593","display_name":"Henan Provincial Science and Technology Research Project","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404524706.pdf","grobid_xml":"https://content.openalex.org/works/W4404524706.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W3005226482","https://openalex.org/W3011435659","https://openalex.org/W3016541735","https://openalex.org/W3039814348","https://openalex.org/W3044400957","https://openalex.org/W3048028526","https://openalex.org/W3082117987","https://openalex.org/W3108475832","https://openalex.org/W3109531627","https://openalex.org/W3110023814","https://openalex.org/W3115434540","https://openalex.org/W3118786595","https://openalex.org/W3121083129","https://openalex.org/W3147059732","https://openalex.org/W3154257404","https://openalex.org/W3163895120","https://openalex.org/W3199482859","https://openalex.org/W4205144643","https://openalex.org/W4294811472","https://openalex.org/W4313256578","https://openalex.org/W4385626942"],"related_works":["https://openalex.org/W79444681","https://openalex.org/W2956133731","https://openalex.org/W2383241417","https://openalex.org/W2018887750","https://openalex.org/W3088112989","https://openalex.org/W2355249486","https://openalex.org/W2392793229","https://openalex.org/W3135822842","https://openalex.org/W3036482021","https://openalex.org/W2103761320"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2,13,28,38,54,64,77,86,89,105,124,146,164,207,221],"this":[3,33,100,106,140,200],"paper":[4,34,101,141],"is":[5,97,157],"to":[6,73,193],"improve":[7],"the":[8,25,36,50,59,68,75,103,115,122,136,143,151,161,165,181,197,203,212,219,222],"fault":[9,31,45,78,87,125,153,166,214],"early":[10],"warning":[11,154,215],"effect":[12],"smart":[14],"grid":[15,30,184,209,224],"equipment":[16,185,210,213,225],"through":[17,108],"multi-sensor":[18],"information":[19,95],"fusion":[20,96],"technology.":[21],"Therefore,":[22],"based":[23,92],"on":[24,44,93,173],"analytical":[26,84],"model":[27,85,186,198],"power":[29,183,208,223],"diagnosis,":[32,46],"considers":[35],"influence":[37],"distributed":[39],"generation":[40],"in":[41,71,139,199],"distribution":[42,90],"network":[43,91],"as":[47,49],"well":[48],"misoperation":[51],"or":[52,62],"refusal":[53],"protection":[55],"and":[56,58,81,190,211],"switch,":[57],"false":[60],"alarm":[61,65],"leakage":[63],"signal.":[66],"At":[67],"same":[69],"time,":[70],"order":[72],"display":[74],"results":[76],"diagnosis":[79,88],"accurately":[80],"intuitively,":[82],"an":[83,109],"multi-source":[94],"proposed.":[98],"Finally,":[99],"verifies":[102],"effectiveness":[104],"method":[107,137],"example":[110],"application.":[111],"This":[112],"article":[113,201],"uses":[114],"PEDL":[116],"dataset":[117],"for":[118,148],"experimental":[119,174],"research,":[120],"Through":[121],"comparison":[123],"data,":[126],"it":[127,176],"can":[128,168,177],"be":[129,178],"seen":[130],"that":[131,180],"compared":[132,192],"with":[133],"existing":[134],"methods,":[135],"proposed":[138,182],"achieves":[142],"highest":[144],"goodness":[145],"fit":[147],"warning,":[149],"indicating":[150],"best":[152],"effect.When":[155],"there":[156],"enough":[158],"training":[159],"set,":[160],"prediction":[162],"accuracy":[163,189],"set":[167],"reach":[169],"over":[170],"99%,":[171],"Based":[172],"analysis,":[175],"concluded":[179],"has":[187],"higher":[188],"reliability":[191],"traditional":[194],"models.":[195],"And":[196],"integrates":[202],"real-time":[204],"monitoring":[205,226],"function":[206],"function,":[216],"which":[217],"improves":[218],"practicality":[220],"system.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
