{"id":"https://openalex.org/W4407977968","doi":"https://doi.org/10.1186/s42162-025-00478-9","title":"Analysis of distribution network reliability based on distribution automation technology","display_name":"Analysis of distribution network reliability based on distribution automation technology","publication_year":2025,"publication_date":"2025-02-26","ids":{"openalex":"https://openalex.org/W4407977968","doi":"https://doi.org/10.1186/s42162-025-00478-9"},"language":"en","primary_location":{"id":"doi:10.1186/s42162-025-00478-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00478-9","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00478-9","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/s42162-025-00478-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034904632","display_name":"Qinglong Liao","orcid":"https://orcid.org/0000-0003-1692-0429"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Liao Qinglong","raw_affiliation_strings":["State Grid Chongqing Electric Power Research Institute, Chongqing, 401121, China"],"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Electric Power Research Institute, Chongqing, 401121, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101702310","display_name":"Xiaodong Wu","orcid":"https://orcid.org/0000-0002-8005-6738"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu Xiaodong","raw_affiliation_strings":["State Grid Chongqing Electric Power Company, Chongqing, 400014, China"],"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Electric Power Company, Chongqing, 400014, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742103","display_name":"Xie Song","orcid":"https://orcid.org/0000-0002-5049-1405"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie Song","raw_affiliation_strings":["State Grid Chongqing Electric Power Company, Chongqing, 400014, China"],"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Electric Power Company, Chongqing, 400014, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052987958","display_name":"Xin Xiang","orcid":"https://orcid.org/0000-0002-7032-6271"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xaio Xiang","raw_affiliation_strings":["State Grid Chongqing Electric Power Company, Chongqing, 400014, China"],"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Electric Power Company, Chongqing, 400014, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100772366","display_name":"Bo Peng","orcid":"https://orcid.org/0000-0001-9411-716X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng Bo","raw_affiliation_strings":["State Grid Chongqing Economic Research Institute, Chongqing, 401121, China"],"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Economic Research Institute, Chongqing, 401121, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034904632"],"corresponding_institution_ids":[],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":2.2838,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87120456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"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":0.9997000098228455,"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":0.9997000098228455,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9991000294685364,"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/T14276","display_name":"Power Systems and Technologies","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6617307662963867},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6546993851661682},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5845296382904053},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5422701239585876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49151429533958435},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31136655807495117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19847604632377625},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.0927751362323761},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06456759572029114}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6617307662963867},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6546993851661682},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5845296382904053},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5422701239585876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49151429533958435},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31136655807495117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19847604632377625},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0927751362323761},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06456759572029114},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s42162-025-00478-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00478-9","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00478-9","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:085adc7c6abf4636832b887dddf1df82","is_oa":true,"landing_page_url":"https://doaj.org/article/085adc7c6abf4636832b887dddf1df82","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":"Energy Informatics, Vol 8, Iss 1, Pp 1-18 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s42162-025-00478-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s42162-025-00478-9","pdf_url":"https://energyinformatics.springeropen.com/counter/pdf/10.1186/s42162-025-00478-9","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407977968.pdf"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W2964379003","https://openalex.org/W2999595761","https://openalex.org/W3038514746","https://openalex.org/W3039555615","https://openalex.org/W3116478815","https://openalex.org/W3195638540","https://openalex.org/W4200478251","https://openalex.org/W4226275178","https://openalex.org/W4292510234","https://openalex.org/W4385740380","https://openalex.org/W4385977306"],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4233600955","https://openalex.org/W4322734194","https://openalex.org/W3116237489","https://openalex.org/W4404996554","https://openalex.org/W2913665393","https://openalex.org/W2369695847","https://openalex.org/W3005535424","https://openalex.org/W2994319598","https://openalex.org/W2047067935"],"abstract_inverted_index":{"The":[0,78,186,214,241,314],"growing":[1],"complexity":[2],"and":[3,25,35,45,71,117,182,200,222,228,253,269,282,299,310,335],"need":[4],"for":[5,41,237,319],"electricity":[6,64,337],"in":[7,12,49,294,322,326],"contemporary":[8],"grids":[9],"have":[10],"resulted":[11],"an":[13],"increased":[14],"dependence":[15],"on":[16,60,67,99],"Distribution":[17,155],"Automation":[18,30],"Technology":[19],"(DAT)":[20],"to":[21,85,120,139,205,258,307,332],"improve":[22],"the":[23,55,61,87,91,122,131,141,154,262,289,304,317],"effectiveness":[24],"reliability":[26,92,142,254,330],"of":[27,57,63,81,93,108,125,144,166,291],"distribution":[28,50,58,94,100,292],"networks.":[29,51],"technologies,":[31,324],"like":[32,111],"smart":[33,174],"sensors":[34],"fault":[36,114,179,250],"detection":[37,115,180,251],"systems,":[38],"are":[39],"critical":[40],"enhancing":[42],"operational":[43,184],"efficiency":[44,109],"lowering":[46],"power":[47,177],"outages":[48],"This":[52,103,128,151,286],"study":[53,104,152],"investigates":[54],"influence":[56,90],"automation":[59,101,112,172,248,293,323],"dependability":[62],"networks,":[65,95],"concentrating":[66],"important":[68],"functional":[69],"metrics":[70],"their":[72],"relationship":[73],"with":[74,96,163,272,328],"network":[75,126,170,296,312],"efficiency.":[76],"Objectives:":[77],"main":[79],"objective":[80],"this":[82],"research":[83,287],"is":[84,189,216,235],"examine":[86],"factors":[88,124],"that":[89],"a":[97,106,164,201,244],"focus":[98],"technology.":[102],"uses":[105],"variety":[107,165],"indicators,":[110],"coverage,":[113,173,249],"time,":[116,181,252],"consumer":[118],"complaints,":[119],"discover":[121],"primary":[123],"reliability.":[127,297,313],"paper":[129],"introduced":[130],"Reliability-Optimized":[132],"Meta-Learning":[133],"Ensemble":[134],"(ROME)":[135],"algorithm,":[136],"which":[137,159,191,219],"seeks":[138],"predict":[140,206,309],"category":[143],"various":[145],"areas":[146,162],"using":[147],"these":[148],"indicators.":[149],"Methodology:":[150],"utilizes":[153],"Network":[156],"Reliability":[157,209],"Dataset,":[158],"includes":[160,220],"several":[161],"characteristics":[167],"such":[168],"as":[169],"age,":[171],"sensor":[175],"installation,":[176],"outages,":[178],"other":[183],"metrics.":[185],"ROME":[187,263,305],"algorithm":[188,264,306],"used,":[190],"integrates":[192],"numerous":[193],"base":[194],"models":[195,271],"(SVM,":[196],"Random":[197],"Forest,":[198],"MLP)":[199],"meta-learner":[202],"(Gradient":[203],"Boosting)":[204],"each":[207],"region\u2019s":[208],"Category":[210],"(High,":[211],"Medium,":[212],"Low).":[213],"dataset":[215],"thoroughly":[217],"preprocessed,":[218],"mean":[221],"mode":[223],"imputation,":[224],"label":[225],"encoding,":[226],"standardization,":[227],"SMOTE":[229],"balancing.":[230],"Recursive":[231],"Feature":[232],"Elimination":[233],"(RFE)":[234],"used":[236],"feature":[238],"selection.":[239],"Results:":[240],"findings":[242],"show":[243],"strong":[245],"correlation":[246],"between":[247],"category.":[255],"When":[256],"compared":[257],"traditional":[259],"classification":[260],"techniques,":[261],"surpassed":[265],"SVM,":[266],"RF,":[267],"MLP,":[268],"GB":[270],"94.7%":[273],"accuracy,":[274],"0.18":[275],"Log-Loss,":[276],"91.2%":[277],"Jaccard":[278],"Index,":[279],"0.08%":[280],"fall-out,":[281],"95.3%":[283],"specificity.":[284],"Conclusion:":[285],"emphasizes":[288],"value":[290],"improving":[295],"Utilities":[298],"grid":[300],"operators":[301],"can":[302],"use":[303],"better":[308],"enhance":[311],"results":[315],"highlight":[316],"requirement":[318],"targeted":[320],"investments":[321],"particularly":[325],"regions":[327],"lower":[329],"scores,":[331],"guarantee":[333],"sustainable":[334],"effective":[336],"distribution.":[338]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
