{"id":"https://openalex.org/W4312970348","doi":"https://doi.org/10.1109/iisa56318.2022.9904346","title":"Forecasting day-ahead electric load demand on Greek Energy Market","display_name":"Forecasting day-ahead electric load demand on Greek Energy Market","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4312970348","doi":"https://doi.org/10.1109/iisa56318.2022.9904346"},"language":"en","primary_location":{"id":"doi:10.1109/iisa56318.2022.9904346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa56318.2022.9904346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102927916","display_name":"Maria Tzelepi","orcid":"https://orcid.org/0000-0001-5359-8315"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Tzelepi","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041054091","display_name":"Anastasios Tefas","orcid":"https://orcid.org/0000-0003-1288-3667"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Tefas","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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/T10424","display_name":"Electric Power System Optimization","score":0.991599977016449,"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":0.9904000163078308,"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/regularization","display_name":"Regularization (linguistics)","score":0.6836183071136475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681843638420105},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6057865023612976},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.577083945274353},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.5615956783294678},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.53483647108078},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4893631339073181},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.44772014021873474},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.43250784277915955},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.42526769638061523},{"id":"https://openalex.org/keywords/energy-demand","display_name":"Energy demand","score":0.4144664406776428},{"id":"https://openalex.org/keywords/energy-market","display_name":"Energy market","score":0.4140971302986145},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.40750426054000854},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4035278260707855},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3396182060241699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2987028956413269},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.2645106613636017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1835717260837555},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.13381075859069824},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09133878350257874},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.08573436737060547},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08436676859855652},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.07374730706214905}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6836183071136475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681843638420105},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6057865023612976},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.577083945274353},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.5615956783294678},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.53483647108078},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4893631339073181},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44772014021873474},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.43250784277915955},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.42526769638061523},{"id":"https://openalex.org/C2983177510","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Energy demand","level":2,"score":0.4144664406776428},{"id":"https://openalex.org/C2776849302","wikidata":"https://www.wikidata.org/wiki/Q1239166","display_name":"Energy market","level":3,"score":0.4140971302986145},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40750426054000854},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4035278260707855},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3396182060241699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2987028956413269},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.2645106613636017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1835717260837555},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.13381075859069824},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09133878350257874},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.08573436737060547},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08436676859855652},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07374730706214905},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa56318.2022.9904346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa56318.2022.9904346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"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":29,"referenced_works":["https://openalex.org/W1971595100","https://openalex.org/W2275088575","https://openalex.org/W2387670596","https://openalex.org/W2527136714","https://openalex.org/W2562403923","https://openalex.org/W2742473260","https://openalex.org/W2769908547","https://openalex.org/W2774966631","https://openalex.org/W2805797750","https://openalex.org/W2913340405","https://openalex.org/W2913579751","https://openalex.org/W2918636049","https://openalex.org/W2939856125","https://openalex.org/W2972961631","https://openalex.org/W2991119225","https://openalex.org/W3016366056","https://openalex.org/W3033882778","https://openalex.org/W3049184217","https://openalex.org/W3084535629","https://openalex.org/W3115870039","https://openalex.org/W3121038689","https://openalex.org/W3170309367","https://openalex.org/W3178452910","https://openalex.org/W3182762566","https://openalex.org/W3195283719","https://openalex.org/W3199011366","https://openalex.org/W3202473657","https://openalex.org/W4206532602","https://openalex.org/W4285020244"],"related_works":["https://openalex.org/W245708997","https://openalex.org/W2079508922","https://openalex.org/W1529580051","https://openalex.org/W2016363698","https://openalex.org/W2006716274","https://openalex.org/W2374540082","https://openalex.org/W2380700749","https://openalex.org/W2987226622","https://openalex.org/W3122888226","https://openalex.org/W4200135104"],"abstract_inverted_index":{"The":[0,39,93],"task":[1],"of":[2,33,41,69,110],"Electric":[3],"Load":[4],"Demand":[5],"Forecasting":[6],"(ELDF)":[7],"is":[8,44,115],"a":[9,62,90],"pivotal":[10],"one":[11],"for":[12,54,60,103],"power":[13,20],"systems,":[14],"accompanied":[15],"by":[16],"many":[17],"applications,":[18],"e.g.,":[19],"systems":[21],"operations":[22],"and":[23,101],"planning.":[24],"In":[25],"this":[26,42],"work,":[27],"we":[28,47,81],"deal":[29],"with":[30],"the":[31,56,70,85,97,104,108,111],"problem":[32],"ELDF":[34,105],"on":[35],"Greek":[36],"Energy":[37],"Market.":[38],"objective":[40],"work":[43],"two-fold.":[45],"First,":[46],"aim":[48,82],"to":[49,83],"provide":[50],"an":[51,76],"evaluation":[52,95],"study":[53],"selecting":[55],"optimal":[57,98],"input":[58,99],"features":[59,100],"training":[61],"day-ahead":[63],"load":[64],"forecasting":[65,87],"model":[66,78,102],"(24":[67],"hours":[68],"next":[71],"day),":[72],"as":[73,75],"well":[74],"effective":[77],"architecture.":[79],"Second,":[80],"improve":[84],"baseline":[86],"performance,":[88],"proposing":[89],"regularization":[91,113],"methodology.":[92],"experimental":[94],"indicates":[96],"task,":[106],"while":[107],"effectiveness":[109],"proposed":[112],"method":[114],"also":[116],"validated.":[117]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
