{"id":"https://openalex.org/W4321637434","doi":"https://doi.org/10.1109/sisy56759.2022.10036268","title":"Data-Driven Methods of Machine Learning in modeling the Smart Grids","display_name":"Data-Driven Methods of Machine Learning in modeling the Smart Grids","publication_year":2022,"publication_date":"2022-09-15","ids":{"openalex":"https://openalex.org/W4321637434","doi":"https://doi.org/10.1109/sisy56759.2022.10036268"},"language":"en","primary_location":{"id":"doi:10.1109/sisy56759.2022.10036268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy56759.2022.10036268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070655647","display_name":"R. Rituraj","orcid":null},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"R. Rituraj","raw_affiliation_strings":["Obuda University,Doctoral School of Applied Informatics and Applied Mathematics,Budapest,Hungary","Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Obuda University,Doctoral School of Applied Informatics and Applied Mathematics,Budapest,Hungary","institution_ids":["https://openalex.org/I103356709"]},{"raw_affiliation_string":"Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036387707","display_name":"Diana Ecker","orcid":null},"institutions":[{"id":"https://openalex.org/I43522216","display_name":"California State University, Sacramento","ror":"https://ror.org/03e26wv14","country_code":"US","type":"education","lineage":["https://openalex.org/I43522216"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diana Ecker","raw_affiliation_strings":["Sacramento,California,USA","Sacramento, California, USA"],"affiliations":[{"raw_affiliation_string":"Sacramento,California,USA","institution_ids":["https://openalex.org/I43522216"]},{"raw_affiliation_string":"Sacramento, California, USA","institution_ids":["https://openalex.org/I43522216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023001257","display_name":"Varkonyi Koczy Annamaria","orcid":null},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Varkonyi Koczy Annamaria","raw_affiliation_strings":["Obuda University,John von Neumann Faculty of Informatics,Budapest,Hungary","John von Neumann Faculty of Informatics, Obuda University, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"Obuda University,John von Neumann Faculty of Informatics,Budapest,Hungary","institution_ids":["https://openalex.org/I103356709"]},{"raw_affiliation_string":"John von Neumann Faculty of Informatics, Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070655647"],"corresponding_institution_ids":["https://openalex.org/I103356709"],"apc_list":null,"apc_paid":null,"fwci":0.6024,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66924425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"000089","last_page":"000096"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9778000116348267,"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"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9778000116348267,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9711999893188477,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9703999757766724,"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/smart-grid","display_name":"Smart grid","score":0.8258368968963623},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6522128582000732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6448100209236145},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5275464057922363},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4926360249519348},{"id":"https://openalex.org/keywords/electric-power-industry","display_name":"Electric power industry","score":0.4386867880821228},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3731257915496826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.358519971370697},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.344215452671051},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3287604749202728},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24780836701393127},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12248620390892029}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.8258368968963623},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6522128582000732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6448100209236145},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5275464057922363},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4926360249519348},{"id":"https://openalex.org/C170777988","wikidata":"https://www.wikidata.org/wiki/Q2316331","display_name":"Electric power industry","level":3,"score":0.4386867880821228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3731257915496826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.358519971370697},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.344215452671051},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3287604749202728},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24780836701393127},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12248620390892029},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sisy56759.2022.10036268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sisy56759.2022.10036268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W161321828","https://openalex.org/W2002254092","https://openalex.org/W2170051373","https://openalex.org/W2332912277","https://openalex.org/W2336301173","https://openalex.org/W2512412553","https://openalex.org/W2802544366","https://openalex.org/W2803785498","https://openalex.org/W2810943906","https://openalex.org/W2884234184","https://openalex.org/W2893120105","https://openalex.org/W2900402356","https://openalex.org/W2918639172","https://openalex.org/W2923977719","https://openalex.org/W2946148730","https://openalex.org/W2966723891","https://openalex.org/W2967312813","https://openalex.org/W2969625665","https://openalex.org/W2975084504","https://openalex.org/W2984469774","https://openalex.org/W2989671254","https://openalex.org/W2997280045","https://openalex.org/W2997981891","https://openalex.org/W2999376617","https://openalex.org/W3007134619","https://openalex.org/W3008544338","https://openalex.org/W3015578276","https://openalex.org/W3024514109","https://openalex.org/W3035926446","https://openalex.org/W3040251430","https://openalex.org/W3041874307","https://openalex.org/W3047180133","https://openalex.org/W3047621094","https://openalex.org/W3048630347","https://openalex.org/W3082934711","https://openalex.org/W3086089451","https://openalex.org/W3087870633","https://openalex.org/W3089019288","https://openalex.org/W3091939691","https://openalex.org/W3096400428","https://openalex.org/W3096638284","https://openalex.org/W3102103361","https://openalex.org/W3103312084","https://openalex.org/W3104387983","https://openalex.org/W3121264605","https://openalex.org/W3134138474","https://openalex.org/W3134318052","https://openalex.org/W3134736280","https://openalex.org/W3135878118","https://openalex.org/W3152550784","https://openalex.org/W3161881368","https://openalex.org/W3172641068","https://openalex.org/W3187418578","https://openalex.org/W3187702329","https://openalex.org/W3193796547","https://openalex.org/W3194510768","https://openalex.org/W3198631661","https://openalex.org/W3204102077","https://openalex.org/W3209083698","https://openalex.org/W3212911099","https://openalex.org/W4200547234","https://openalex.org/W4210451295","https://openalex.org/W4213446432","https://openalex.org/W4238160700","https://openalex.org/W6799715555"],"related_works":["https://openalex.org/W2620558943","https://openalex.org/W2540657885","https://openalex.org/W1983579753","https://openalex.org/W2071304424","https://openalex.org/W4283640535","https://openalex.org/W4212800601","https://openalex.org/W2007967665","https://openalex.org/W2059335227","https://openalex.org/W2384083491","https://openalex.org/W4282971225"],"abstract_inverted_index":{"Electricity":[0],"demand":[1],"is":[2,15,73,92],"rising":[3],"in":[4,23,102,122],"lockstep":[5],"with":[6],"global":[7],"population":[8],"growth.":[9],"The":[10],"present":[11],"power":[12,32],"system,":[13],"which":[14,72],"almost":[16],"a":[17,25,58,74,93],"century":[18],"old,":[19],"faces":[20],"numerous":[21],"issues":[22],"maintaining":[24],"steady":[26],"supply":[27],"of":[28,78,96,99,105,125],"electricity":[29,41],"from":[30],"huge":[31],"plants":[33],"to":[34,84],"customers.":[35],"To":[36],"meet":[37],"these":[38],"issues,":[39],"the":[40,46,82,97,113,126],"industry":[42],"has":[43,81],"enthusiastically":[44],"embraced":[45],"new":[47],"smart":[48,60,86,106,127],"grid":[49],"concept":[50],"proposed":[51],"by":[52,111],"engineers.":[53],"If":[54],"we":[55],"can":[56,119],"provide":[57],"secure":[59],"grid,":[61],"this":[62],"movement":[63],"will":[64],"be":[65,120],"more":[66],"useful":[67],"and":[68],"sustainable.":[69],"Machine":[70],"learning,":[71],"relatively":[75],"recent":[76],"era":[77],"information":[79],"technology,":[80],"potential":[83],"make":[85],"grids":[87],"extremely":[88],"safe.":[89],"This":[90,108],"paper":[91,109],"literature":[94],"survey":[95],"application":[98],"machine":[100,115],"learning":[101,116],"different":[103,123],"areas":[104],"grids.":[107],"concludes":[110],"mentioning":[112],"best":[114],"algorithms":[117],"that":[118],"used":[121],"aspects":[124],"grid.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
