{"id":"https://openalex.org/W2899793010","doi":"https://doi.org/10.1109/stc-csit.2018.8526617","title":"Use of Machine Learning Technologys for the Electric Consumption Forecast","display_name":"Use of Machine Learning Technologys for the Electric Consumption Forecast","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2899793010","doi":"https://doi.org/10.1109/stc-csit.2018.8526617","mag":"2899793010"},"language":"en","primary_location":{"id":"doi:10.1109/stc-csit.2018.8526617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2018.8526617","pdf_url":null,"source":{"id":"https://openalex.org/S4306498307","display_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","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/A5065223921","display_name":"Mvkola Medykovskvi","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Mvkola Medykovskvi","raw_affiliation_strings":["Department of Automated Control System, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Automated Control System, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004473673","display_name":"Olena Pavliuk","orcid":"https://orcid.org/0000-0003-4561-3874"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Pavliuk","raw_affiliation_strings":["Department of Automated Control System, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Automated Control System, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102024114","display_name":"Roman Sydorenko","orcid":"https://orcid.org/0000-0002-9026-301X"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Sydorenko","raw_affiliation_strings":["Department of Automated Control System, Lviv Polytechnic National University, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Automated Control System, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065223921"],"corresponding_institution_ids":["https://openalex.org/I98435010"],"apc_list":null,"apc_paid":null,"fwci":0.6801,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.69925611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"432","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13517","display_name":"Environmental and Industrial Safety","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13517","display_name":"Environmental and Industrial Safety","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9383999705314636,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T14091","display_name":"Industrial and Mining Safety","score":0.9300000071525574,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6886731386184692},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.678997278213501},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6605560779571533},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6545965671539307},{"id":"https://openalex.org/keywords/electric-energy-consumption","display_name":"Electric energy consumption","score":0.5843650102615356},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5357235074043274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4453820586204529},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4262509346008301},{"id":"https://openalex.org/keywords/electric-energy","display_name":"Electric energy","score":0.3996727466583252},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17843997478485107},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10019516944885254}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6886731386184692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.678997278213501},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6605560779571533},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6545965671539307},{"id":"https://openalex.org/C2779027077","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Electric energy consumption","level":4,"score":0.5843650102615356},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5357235074043274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4453820586204529},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4262509346008301},{"id":"https://openalex.org/C29592376","wikidata":"https://www.wikidata.org/wiki/Q206799","display_name":"Electric energy","level":3,"score":0.3996727466583252},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17843997478485107},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10019516944885254},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/stc-csit.2018.8526617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2018.8526617","pdf_url":null,"source":{"id":"https://openalex.org/S4306498307","display_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2761030280","https://openalex.org/W2802062301","https://openalex.org/W2820339097","https://openalex.org/W6751782760"],"related_works":["https://openalex.org/W1975629292","https://openalex.org/W2406747782","https://openalex.org/W3158005764","https://openalex.org/W2354331462","https://openalex.org/W2579951225","https://openalex.org/W2004137044","https://openalex.org/W3177757327","https://openalex.org/W2112395280","https://openalex.org/W4313315741","https://openalex.org/W1983223893"],"abstract_inverted_index":{"Presents":[0],"the":[1,23,42,48],"results":[2],"of":[3,18,27,44,50],"machine":[4],"learning":[5],"based":[6],"on":[7,47],"a":[8],"non-iterative":[9,51],"artificial":[10],"neural":[11,52],"network.":[12],"Short-term,":[13],"medium-term,":[14],"and":[15,30,37],"long-term":[16],"forecasts":[17],"electric":[19,45],"energy":[20,46],"consumption":[21,43],"for":[22,40],"\u201cLviv":[24],"Regional":[25],"Center":[26],"Emergency":[28],"Medical":[29],"Disaster":[31],"Medicine\u201d":[32],"were":[33],"implemented.":[34],"The":[35],"informational":[36],"analytical":[38],"system":[39],"forecasting":[41],"basis":[49],"networks":[53],"is":[54],"developed.":[55]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
