{"id":"https://openalex.org/W4386613263","doi":"https://doi.org/10.17261/pressacademia.2023.1788","title":"GENERATIVE AI IN ELECTRICITY DISTRIBUTION: A QUALITATIVE EXPLORATION","display_name":"GENERATIVE AI IN ELECTRICITY DISTRIBUTION: A QUALITATIVE EXPLORATION","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4386613263","doi":"https://doi.org/10.17261/pressacademia.2023.1788"},"language":"en","primary_location":{"id":"doi:10.17261/pressacademia.2023.1788","doi":"https://doi.org/10.17261/pressacademia.2023.1788","is_oa":true,"landing_page_url":"https://doi.org/10.17261/pressacademia.2023.1788","pdf_url":"https://doi.org/10.17261/pressacademia.2023.1788","source":{"id":"https://openalex.org/S2764440460","display_name":"Pressacademia","issn_l":"2146-7943","issn":["2146-7943"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific"],"host_organization":"https://openalex.org/P4310318287","host_organization_name":"Association of Food Technology, Turkey","host_organization_lineage":["https://openalex.org/P4310318287"],"host_organization_lineage_names":["Association of Food Technology, Turkey"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pressacademia","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.17261/pressacademia.2023.1788","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042264467","display_name":"Ezgi Avc\u0131","orcid":"https://orcid.org/0000-0002-9826-1027","observed_orcids":["https://orcid.org/0000-0002-9826-1027"]},"institutions":[{"id":"https://openalex.org/I4210115299","display_name":"TED University","ror":"https://ror.org/0285rh439","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210115299"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ezgi Avci","raw_affiliation_strings":["TED University, Applied Data Science, Ankara, Turkiye"],"raw_orcid":"https://orcid.org/0000-0002-9826-1027","affiliations":[{"raw_affiliation_string":"TED University, Applied Data Science, Ankara, Turkiye","institution_ids":["https://openalex.org/I4210115299"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042264467"],"corresponding_institution_ids":["https://openalex.org/I4210115299"],"apc_list":null,"apc_paid":null,"fwci":0.1442,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.34460349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"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":0.9785000085830688,"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":0.9785000085830688,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.009600000455975533,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.00570000009611249,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/generative-ai","display_name":"generative AI","score":0.9890000224113464},{"id":"https://openalex.org/keywords/electricity-distribution-companies","display_name":"electricity distribution companies","score":0.8730000257492065},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9980000257492065},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.9869999885559082},{"id":"https://openalex.org/keywords/power-outage-prediction","display_name":"power outage prediction","score":0.9919999837875366},{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"preventive maintenance","score":0.9369999766349792},{"id":"https://openalex.org/keywords/data-privacy-and-security","display_name":"data privacy and security","score":0.7319999933242798},{"id":"https://openalex.org/keywords/technology-adoption-barriers","display_name":"technology adoption barriers","score":0.6890000104904175},{"id":"https://openalex.org/keywords/interdisciplinary-collaboration","display_name":"interdisciplinary collaboration","score":0.6520000100135803},{"id":"https://openalex.org/keywords/turkey","display_name":"Turkey","score":0.460999995470047}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5823813080787659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.574372410774231},{"id":"https://openalex.org/C206888370","wikidata":"https://www.wikidata.org/wiki/Q844861","display_name":"Electric power distribution","level":3,"score":0.5720846056938171},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.51679527759552},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.44722452759742737},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4279058277606964},{"id":"https://openalex.org/C147859227","wikidata":"https://www.wikidata.org/wiki/Q294217","display_name":"Public sector","level":2,"score":0.41046571731567383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31648313999176025},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19271644949913025},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12773805856704712},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.17261/pressacademia.2023.1788","doi":"https://doi.org/10.17261/pressacademia.2023.1788","is_oa":true,"landing_page_url":"https://doi.org/10.17261/pressacademia.2023.1788","pdf_url":"https://doi.org/10.17261/pressacademia.2023.1788","source":{"id":"https://openalex.org/S2764440460","display_name":"Pressacademia","issn_l":"2146-7943","issn":["2146-7943"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific"],"host_organization":"https://openalex.org/P4310318287","host_organization_name":"Association of Food Technology, Turkey","host_organization_lineage":["https://openalex.org/P4310318287"],"host_organization_lineage_names":["Association of Food Technology, Turkey"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pressacademia","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1365646","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/pap/issue/79992/1365646","pdf_url":"https://dergipark.org.tr/en/download/article-file/3430616","source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PressAcademia Procedia","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.17261/pressacademia.2023.1788","doi":"https://doi.org/10.17261/pressacademia.2023.1788","is_oa":true,"landing_page_url":"https://doi.org/10.17261/pressacademia.2023.1788","pdf_url":"https://doi.org/10.17261/pressacademia.2023.1788","source":{"id":"https://openalex.org/S2764440460","display_name":"Pressacademia","issn_l":"2146-7943","issn":["2146-7943"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific"],"host_organization":"https://openalex.org/P4310318287","host_organization_name":"Association of Food Technology, Turkey","host_organization_lineage":["https://openalex.org/P4310318287"],"host_organization_lineage_names":["Association of Food Technology, Turkey"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pressacademia","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0},{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9853000044822693}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386613263.pdf","grobid_xml":"https://content.openalex.org/works/W4386613263.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W60493759","https://openalex.org/W1979290264","https://openalex.org/W2006479099","https://openalex.org/W2049751389","https://openalex.org/W2129598873","https://openalex.org/W2896245505","https://openalex.org/W2904293787","https://openalex.org/W3096831136","https://openalex.org/W3154257404","https://openalex.org/W4298289240","https://openalex.org/W4317583486"],"related_works":["https://openalex.org/W6927936033","https://openalex.org/W7131430827","https://openalex.org/W4389905788","https://openalex.org/W4405130111","https://openalex.org/W7164002086","https://openalex.org/W4412731863","https://openalex.org/W4410428612","https://openalex.org/W2770215347","https://openalex.org/W7163920500","https://openalex.org/W7160185905"],"abstract_inverted_index":{"Purpose-":[0],"The":[1,25,57,79,122,140,157,177,290],"purpose":[2],"of":[3,13,21,69,72,81,87,114,154,222,253,268,275,295,312,318],"this":[4],"study":[5,26,58,63,160,180],"is":[6,256,325],"to":[7,28,131,218,322,327],"explore":[8],"the":[9,19,42,104,206,232,246,251,266,271,293,310,316,334],"application":[10],"and":[11,53,89,106,119,133,137,201,265,280,306,346],"potential":[12,244],"generative":[14,73,144,214,240,319,356],"artificial":[15,350],"intelligence":[16,351],"(AI)":[17],"within":[18,75,103],"context":[20],"electricity":[22,76,155,174,247,335,353],"distribution":[23,77,175,223,248,336,354],"companies.":[24,78],"aims":[27],"investigate":[29],"how":[30,162,185,213],"these":[31,254,313],"advanced":[32],"AI":[33,74,145,215,241,300,320],"technologies,":[34],"particularly":[35],"Generative":[36,349],"Adversarial":[37],"Networks":[38],"(GANs),":[39],"can":[40],"address":[41],"sector's":[43],"pressing":[44],"challenges,":[45],"such":[46,260],"as":[47,261],"load":[48,167,360],"forecasting,":[49,361],"power":[50,192],"outage":[51,362],"prediction,":[52,363],"preventive":[54,220,364],"maintenance.":[55],"Methodology-":[56],"employs":[59],"a":[60,84,284],"qualitative":[61],"case":[62,159,179,208],"methodology,":[64],"providing":[65],"an":[66,111,171,296,329],"in-depth":[67],"analysis":[68,130,141,233],"real-world":[70],"applications":[71],"selection":[80],"cases":[82],"represents":[83],"wide":[85],"variety":[86],"experiences":[88],"contexts,":[90],"facilitated":[91],"by":[92],"both":[93],"primary":[94],"data":[95,108,124,262],"collected":[96],"through":[97],"semi-structured":[98],"interviews":[99],"with":[100,258],"key":[101],"personnel":[102],"organizations":[105],"secondary":[107],"derived":[109],"from":[110,181,209],"extensive":[112],"review":[113],"company":[115],"reports,":[116],"public":[117],"documentation,":[118],"industry":[120,304],"publications.":[121],"gathered":[123],"was":[125],"systematically":[126],"analyzed":[127],"using":[128],"thematic":[129],"identify":[132],"report":[134],"recurring":[135],"patterns":[136],"themes.":[138],"Findings-":[139],"reveals":[142],"that":[143,239],"has":[146,216],"been":[147,188],"successfully":[148],"implemented":[149],"in":[150,170,273],"various":[151],"operational":[152],"aspects":[153],"distribution.":[156],"first":[158],"presents":[161],"GANs":[163,186],"have":[164,187,328],"significantly":[165],"improved":[166,276],"forecasting":[168],"accuracy":[169],"Eastern":[172],"Turkish":[173],"company.":[176],"second":[178],"Southern":[182],"Turkey":[183,211],"showcases":[184],"used":[189],"for":[190,245,287,308,343],"predicting":[191],"outages,":[193],"thereby":[194,338],"aiding":[195],"efficient":[196],"resource":[197,281],"allocation,":[198],"reducing":[199],"downtime,":[200],"enhancing":[202],"customer":[203],"satisfaction.":[204],"Lastly,":[205],"third":[207],"Northern":[210],"demonstrates":[212],"contributed":[217],"effective":[219],"maintenance":[221,365],"equipment,":[224],"improving":[225],"overall":[226],"system":[227,278],"reliability.":[228],"Conclusion-":[229],"Based":[230],"on":[231,333],"findings,":[234],"it":[235,324],"may":[236],"be":[237],"concluded":[238],"holds":[242],"transformative":[243],"sector.":[249],"While":[250],"implementation":[252],"technologies":[255],"associated":[257],"challenges":[259],"privacy,":[263],"security,":[264],"requirement":[267],"technical":[269],"expertise,":[270],"benefits":[272],"terms":[274],"accuracy,":[277],"reliability,":[279],"efficiency":[282],"provide":[283],"strong":[285],"justification":[286],"their":[288],"adoption.":[289],"paper":[291],"underlines":[292],"importance":[294],"interdisciplinary":[297],"collaboration":[298],"between":[299],"researchers,":[301],"electrical":[302],"engineers,":[303],"professionals,":[305],"policymakers":[307],"furthering":[309],"adoption":[311],"technologies.":[314],"As":[315],"field":[317],"continues":[321],"evolve,":[323],"expected":[326],"even":[330],"greater":[331],"impact":[332],"sector,":[337],"opening":[339],"up":[340],"exciting":[341],"opportunities":[342],"future":[344],"research":[345],"application.":[347],"Keywords:":[348],"(ai),":[352],"companies,":[355],"adversarial":[357],"networks":[358],"(gans),":[359],"JEL":[366],"Codes:":[367],"M40,":[368],"M41":[369]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2023-09-12T00:00:00"}