{"id":"https://openalex.org/W4206800498","doi":"https://doi.org/10.1109/idaacs53288.2021.9660955","title":"Forecasting Day-Ahead Electricity Price with Artificial Neural Networks: a Comparison of Architectures","display_name":"Forecasting Day-Ahead Electricity Price with Artificial Neural Networks: a Comparison of Architectures","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W4206800498","doi":"https://doi.org/10.1109/idaacs53288.2021.9660955"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs53288.2021.9660955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs53288.2021.9660955","pdf_url":null,"source":{"id":"https://openalex.org/S4363607971","display_name":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/7791546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050311083","display_name":"Milutin Pavi\u0107evi\u0107","orcid":"https://orcid.org/0000-0001-9103-9557"},"institutions":[{"id":"https://openalex.org/I279976351","display_name":"University of Donja Gorica","ror":"https://ror.org/00pz8ca62","country_code":"ME","type":"education","lineage":["https://openalex.org/I279976351"]}],"countries":["ME"],"is_corresponding":true,"raw_author_name":"Milutin Pavicevic","raw_affiliation_strings":["Faculty of Information Systems and Technologies, University of Donja Gorica, Podgorica, Montenegro"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Systems and Technologies, University of Donja Gorica, Podgorica, Montenegro","institution_ids":["https://openalex.org/I279976351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074340888","display_name":"Tomo Popovi\u0107","orcid":"https://orcid.org/0000-0001-5245-3691"},"institutions":[{"id":"https://openalex.org/I279976351","display_name":"University of Donja Gorica","ror":"https://ror.org/00pz8ca62","country_code":"ME","type":"education","lineage":["https://openalex.org/I279976351"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Tomo Popovic","raw_affiliation_strings":["Faculty of Information Systems and Technologies, University of Donja Gorica, Podgorica, Montenegro"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Systems and Technologies, University of Donja Gorica, Podgorica, Montenegro","institution_ids":["https://openalex.org/I279976351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050311083"],"corresponding_institution_ids":["https://openalex.org/I279976351"],"apc_list":null,"apc_paid":null,"fwci":2.1676,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88958207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1083","last_page":"1088"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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/T10424","display_name":"Electric Power System Optimization","score":0.987500011920929,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.7152892351150513},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.6839070320129395},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6793488264083862},{"id":"https://openalex.org/keywords/spot-contract","display_name":"Spot contract","score":0.6646170616149902},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5892212986946106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5762695074081421},{"id":"https://openalex.org/keywords/spot-market","display_name":"Spot market","score":0.453321635723114},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.432589054107666},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.41634073853492737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4014895558357239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3345053791999817},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2021017074584961},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.14858725666999817},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14459404349327087},{"id":"https://openalex.org/keywords/futures-contract","display_name":"Futures contract","score":0.1267702877521515}],"concepts":[{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.7152892351150513},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.6839070320129395},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6793488264083862},{"id":"https://openalex.org/C175223733","wikidata":"https://www.wikidata.org/wiki/Q1047888","display_name":"Spot contract","level":3,"score":0.6646170616149902},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5892212986946106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5762695074081421},{"id":"https://openalex.org/C2776789725","wikidata":"https://www.wikidata.org/wiki/Q1572221","display_name":"Spot market","level":3,"score":0.453321635723114},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.432589054107666},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.41634073853492737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4014895558357239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3345053791999817},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2021017074584961},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.14858725666999817},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14459404349327087},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.1267702877521515},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/idaacs53288.2021.9660955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs53288.2021.9660955","pdf_url":null,"source":{"id":"https://openalex.org/S4363607971","display_name":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:7791546","is_oa":true,"landing_page_url":"https://zenodo.org/record/7791546","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7791546","is_oa":true,"landing_page_url":"https://zenodo.org/record/7791546","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W104184427","https://openalex.org/W592963477","https://openalex.org/W1779574132","https://openalex.org/W2089217930","https://openalex.org/W2122585011","https://openalex.org/W2136848157","https://openalex.org/W2464785945","https://openalex.org/W2791331167","https://openalex.org/W2792764867","https://openalex.org/W2801761896","https://openalex.org/W2802562459","https://openalex.org/W2805693065","https://openalex.org/W2892860709","https://openalex.org/W3080831540","https://openalex.org/W4287660544","https://openalex.org/W6783236513"],"related_works":["https://openalex.org/W4389989272","https://openalex.org/W4206258954","https://openalex.org/W3121293054","https://openalex.org/W2150379927","https://openalex.org/W3038716003","https://openalex.org/W4281709153","https://openalex.org/W3003665221","https://openalex.org/W1561620402","https://openalex.org/W2557658678","https://openalex.org/W2981638266"],"abstract_inverted_index":{"The":[0,21],"spot":[1,85],"price":[2,50],"prediction":[3],"for":[4,98],"the":[5,19,29,32,48,80,88,115],"electric":[6],"energy":[7],"markets":[8],"is":[9],"a":[10],"widely":[11],"approached":[12],"problem,":[13,66],"used":[14,62],"by":[15,36],"many":[16,42],"participants":[17],"in":[18],"market.":[20],"ever-shifting":[22],"rules":[23],"and":[24,38,41,55,67,92,107,112],"regulations,":[25],"rising":[26],"percentage":[27],"of":[28,51,82,104],"electricity":[30,52],"on":[31,114],"market":[33,49],"being":[34],"produced":[35],"solar":[37],"wind":[39],"plants":[40],"stochastic":[43],"factors":[44],"influencing":[45],"it":[46,94],"make":[47],"very":[53],"volatile":[54],"hard":[56],"to":[57,63,73],"forecast.":[58],"Many":[59],"methods":[60],"are":[61],"tackle":[64],"this":[65,76],"their":[68],"efficiency":[69],"varies":[70],"from":[71,87],"dataset":[72,81],"dataset.":[74],"In":[75],"work,":[77],"we":[78],"use":[79],"hourly":[83],"day-ahead":[84],"prices":[86],"Hungarian":[89],"HUPX":[90],"market,":[91],"couple":[93],"with":[95],"weather":[96],"data":[97],"Hungary.":[99],"We":[100],"test":[101],"various":[102],"types":[103],"Dense,":[105],"Recurrent":[106],"Convolutional":[108],"neural":[109],"network":[110],"architectures":[111],"report":[113],"results.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
