{"id":"https://openalex.org/W3209735650","doi":"https://doi.org/10.1109/khpiweek53812.2021.9570009","title":"Improving the Efficiency of Solar Power Plants Based on Forecasting the Intensity of Solar Radiation Using Artificial Neural Networks","display_name":"Improving the Efficiency of Solar Power Plants Based on Forecasting the Intensity of Solar Radiation Using Artificial Neural Networks","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3209735650","doi":"https://doi.org/10.1109/khpiweek53812.2021.9570009","mag":"3209735650"},"language":"en","primary_location":{"id":"doi:10.1109/khpiweek53812.2021.9570009","doi":"https://doi.org/10.1109/khpiweek53812.2021.9570009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/khpiweek53812.2021.9570009","pdf_url":null,"source":{"id":"https://openalex.org/S4363605588","display_name":"IEEE KhPI Week on Advanced Technology (KhPIWeek)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2021 IEEE 2nd KhPI Week on Advanced Technology (KhPIWeek)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5081046319","display_name":"\u041eleksandr Savchenko","orcid":"https://orcid.org/0000-0002-6401-0852","observed_orcids":["https://orcid.org/0000-0002-6401-0852"]},"institutions":[{"id":"https://openalex.org/I4210142883","display_name":"Kharkiv Petro Vasylenko National Technical University of Agriculture","ror":"https://ror.org/04srpf911","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210142883"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Savchenko","raw_affiliation_strings":["Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210142883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076949013","display_name":"Oleksandr Miroshnyk","orcid":"https://orcid.org/0000-0002-6144-7573","observed_orcids":["https://orcid.org/0000-0002-6144-7573"]},"institutions":[{"id":"https://openalex.org/I4210142883","display_name":"Kharkiv Petro Vasylenko National Technical University of Agriculture","ror":"https://ror.org/04srpf911","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210142883"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Miroshnyk","raw_affiliation_strings":["Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210142883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021739585","display_name":"Oleksandr Moroz","orcid":"https://orcid.org/0000-0002-8520-9211","observed_orcids":["https://orcid.org/0000-0002-8520-9211"]},"institutions":[{"id":"https://openalex.org/I4210142883","display_name":"Kharkiv Petro Vasylenko National Technical University of Agriculture","ror":"https://ror.org/04srpf911","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210142883"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Moroz","raw_affiliation_strings":["Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210142883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030441320","display_name":"Iryna Trunova","orcid":"https://orcid.org/0000-0001-7510-4291","observed_orcids":["https://orcid.org/0000-0001-7510-4291"]},"institutions":[{"id":"https://openalex.org/I4210142883","display_name":"Kharkiv Petro Vasylenko National Technical University of Agriculture","ror":"https://ror.org/04srpf911","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210142883"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Trunova","raw_affiliation_strings":["Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210142883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073516552","display_name":"Anatolii Sereda","orcid":"https://orcid.org/0000-0002-7670-6822","observed_orcids":["https://orcid.org/0000-0002-7670-6822","https://orcid.org/0000-0003-0777-0449"]},"institutions":[{"id":"https://openalex.org/I4210142883","display_name":"Kharkiv Petro Vasylenko National Technical University of Agriculture","ror":"https://ror.org/04srpf911","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210142883"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Anatolii Sereda","raw_affiliation_strings":["Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210142883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029590901","display_name":"Sergii Dudnikov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210142883","display_name":"Kharkiv Petro Vasylenko National Technical University of Agriculture","ror":"https://ror.org/04srpf911","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210142883"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergii Dudnikov","raw_affiliation_strings":["Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electricity Supply and Energy Management, Kharkiv Petro Vasylenko National Technical University of Agriculture, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210142883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087178045","display_name":"Oleksandr Kozlovskyi","orcid":"https://orcid.org/0000-0002-0256-8383","observed_orcids":["https://orcid.org/0000-0002-0256-8383"]},"institutions":[{"id":"https://openalex.org/I4210119344","display_name":"Central Ukrainian National Technical University","ror":"https://ror.org/01sm6nn11","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210119344"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Kozlovskyi","raw_affiliation_strings":["Central Ukrainian National Technical University,Department of Electrical Systems and Energy Management,Kropyvnytskyi,Ukraine","Department of Electrical Systems and Energy Management, Central Ukrainian National Technical University, Kropyvnytskyi, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Ukrainian National Technical University,Department of Electrical Systems and Energy Management,Kropyvnytskyi,Ukraine","institution_ids":["https://openalex.org/I4210119344"]},{"raw_affiliation_string":"Department of Electrical Systems and Energy Management, Central Ukrainian National Technical University, Kropyvnytskyi, Ukraine","institution_ids":["https://openalex.org/I4210119344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015137663","display_name":"Roman Buinyi","orcid":"https://orcid.org/0000-0002-5432-2924","observed_orcids":["https://orcid.org/0000-0002-5432-2924"]},"institutions":[{"id":"https://openalex.org/I4210143342","display_name":"Chernihiv Polytechnic National University","ror":"https://ror.org/048mcz794","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210143342"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Roman Buinyi","raw_affiliation_strings":["Chernihiv Polytechnic National University,Department of Electrical Engineering and Information and Measurement Technology,Chernihiv,Ukraine","Department of Electrical Engineering and Information and Measurement Technology, Chernihiv Polytechnic National University, Chernihiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chernihiv Polytechnic National University,Department of Electrical Engineering and Information and Measurement Technology,Chernihiv,Ukraine","institution_ids":["https://openalex.org/I4210143342"]},{"raw_affiliation_string":"Department of Electrical Engineering and Information and Measurement Technology, Chernihiv Polytechnic National University, Chernihiv, Ukraine","institution_ids":["https://openalex.org/I4210143342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026454580","display_name":"Serhii Halko","orcid":"https://orcid.org/0000-0001-7991-0311","observed_orcids":["https://orcid.org/0000-0001-7991-0311"]},"institutions":[{"id":"https://openalex.org/I4210113200","display_name":"Dmytro Motornyi Tavria State Agrotechnological University","ror":"https://ror.org/01v2hty12","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210113200"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Serhii Halko","raw_affiliation_strings":["Dmytro Motornyi Tavria State Agrotechnological University,Department of Electrical Engineering and Electromechanics Named after Prof. V. V. Ovharov,Melitopol,Ukraine","Department of Electrical Engineering and Electromechanics Named after Prof. V. V. Ovharov, Dmytro Motornyi Tavria State Agrotechnological University, Melitopol, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dmytro Motornyi Tavria State Agrotechnological University,Department of Electrical Engineering and Electromechanics Named after Prof. V. V. Ovharov,Melitopol,Ukraine","institution_ids":["https://openalex.org/I4210113200"]},{"raw_affiliation_string":"Department of Electrical Engineering and Electromechanics Named after Prof. V. V. Ovharov, Dmytro Motornyi Tavria State Agrotechnological University, Melitopol, Ukraine","institution_ids":["https://openalex.org/I4210113200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0454,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97563839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.0,"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/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/solar-power-plants","display_name":"solar power plants","score":0.9110000133514404},{"id":"https://openalex.org/keywords/solar-irradiance-forecasting","display_name":"solar irradiance forecasting","score":0.8799999952316284},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8970000147819519},{"id":"https://openalex.org/keywords/solar-power-forecasting","display_name":"photovoltaic power forecasting","score":0.6669999957084656},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.4860000014305115},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.36899998784065247}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7352972626686096},{"id":"https://openalex.org/C163752227","wikidata":"https://www.wikidata.org/wiki/Q1253365","display_name":"Radiant intensity","level":3,"score":0.5407093167304993},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.48698195815086365},{"id":"https://openalex.org/C153385146","wikidata":"https://www.wikidata.org/wiki/Q18335","display_name":"Radiation","level":2,"score":0.4841669201850891},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4715820848941803},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46300461888313293},{"id":"https://openalex.org/C2992067456","wikidata":"https://www.wikidata.org/wiki/Q210064","display_name":"Artificial light","level":3,"score":0.4623723030090332},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.45676636695861816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4272289276123047},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3376937210559845},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.32596608996391296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29072967171669006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1937313675880432},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1340692937374115},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11706316471099854},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10337719321250916},{"id":"https://openalex.org/C36365805","wikidata":"https://www.wikidata.org/wiki/Q194411","display_name":"Illuminance","level":2,"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/khpiweek53812.2021.9570009","doi":"https://doi.org/10.1109/khpiweek53812.2021.9570009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/khpiweek53812.2021.9570009","pdf_url":null,"source":{"id":"https://openalex.org/S4363605588","display_name":"IEEE KhPI Week on Advanced Technology (KhPIWeek)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2021 IEEE 2nd KhPI Week on Advanced Technology (KhPIWeek)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8485000133514404,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1985239319","https://openalex.org/W2079547580","https://openalex.org/W2158833218","https://openalex.org/W2193726682","https://openalex.org/W2724609478","https://openalex.org/W2806380323","https://openalex.org/W2943656599"],"related_works":["https://openalex.org/W2997057931","https://openalex.org/W2987456503","https://openalex.org/W2770832087","https://openalex.org/W2005894752","https://openalex.org/W2783369445","https://openalex.org/W4377704401","https://openalex.org/W3047304881","https://openalex.org/W4205955499","https://openalex.org/W2753476167","https://openalex.org/W2002205056"],"abstract_inverted_index":{"The":[0,103],"method":[1,52],"of":[2,4,7,14,17,40,59,63,73,85,106,114],"forecasting":[3],"the":[5,12,15,32,38,48,57,71,74,83,86,96,107,112],"generation":[6],"solar":[8,41,60,117],"power":[9,118],"plants":[10],"on":[11],"basis":[13],"theory":[16],"artificial":[18],"neural":[19],"networks":[20],"is":[21],"proposed.":[22],"Creating":[23],"a":[24],"predictive":[25],"model":[26],"has":[27],"been":[28],"carried":[29],"out":[30],"in":[31,46],"STATISTICA":[33],"software":[34],"package.":[35],"To":[36,55],"predict":[37,56],"energy":[39],"radiation":[42],"for":[43],"24":[44,81,101],"hours":[45],"advance,":[47],"so-called":[49],"\u201ctime":[50,76,88,97],"window\u201d":[51,77,89,98],"was":[53,78,90,99],"used.":[54,68],"intensity":[58],"radiation,":[61],"measurements":[62],"hydro":[64],"meteorological":[65],"station":[66],"were":[67],"During":[69],"simulation,":[70],"width":[72,84],"input":[75],"set":[79,91],"to":[80,92,111],"hours,":[82],"output":[87],"1":[93],"hours.":[94],"Thus,":[95],"shifted":[100],"times.":[102],"practical":[104],"results":[105],"article":[108],"are":[109],"offered":[110],"use":[113],"enterprises":[115],"operating":[116],"plants.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-11-08T00:00:00"}