{"id":"https://openalex.org/W4285020244","doi":"https://doi.org/10.1109/ivmsp54334.2022.9816189","title":"Electric load demand forecasting on Greek Energy Market using lightweight neural networks","display_name":"Electric load demand forecasting on Greek Energy Market using lightweight neural networks","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4285020244","doi":"https://doi.org/10.1109/ivmsp54334.2022.9816189"},"language":"en","primary_location":{"id":"doi:10.1109/ivmsp54334.2022.9816189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivmsp54334.2022.9816189","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)","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/A5007937556","display_name":"Nikitas Maragkos","orcid":null},"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":"Nikitas Maragkos","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","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","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061050264","display_name":"Nikolaos Passalis","orcid":"https://orcid.org/0000-0003-1177-9139"},"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":"Nikolaos Passalis","raw_affiliation_strings":["Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013773267","display_name":"Apostolos N. Adamakos","orcid":null},"institutions":[{"id":"https://openalex.org/I135277319","display_name":"Public Power Corporation (Greece)","ror":"https://ror.org/04zc3wd06","country_code":"GR","type":"company","lineage":["https://openalex.org/I135277319"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Apostolos Adamakos","raw_affiliation_strings":["Public Power Corporation,Athens,Greece","Public Power Corporation, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Public Power Corporation,Athens,Greece","institution_ids":["https://openalex.org/I135277319"]},{"raw_affiliation_string":"Public Power Corporation, Athens, Greece","institution_ids":["https://openalex.org/I135277319"]}]},{"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","Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aristotle University of Thessaloniki,Department of Informatics,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Department of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9968000054359436,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.6411599516868591},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5996348857879639},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5855587720870972},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5833495855331421},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5130385160446167},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.47979408502578735},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.4619934856891632},{"id":"https://openalex.org/keywords/electric-power","display_name":"Electric power","score":0.45816949009895325},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4566747844219208},{"id":"https://openalex.org/keywords/energy-market","display_name":"Energy market","score":0.4199255406856537},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4185328185558319},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41304290294647217},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3705803453922272},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3648129105567932},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3522326946258545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2636740207672119},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.2319309413433075},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19839262962341309},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.13857686519622803},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12119552493095398},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11190366744995117},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09261929988861084},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.0851050615310669}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6411599516868591},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5996348857879639},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5855587720870972},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5833495855331421},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5130385160446167},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.47979408502578735},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.4619934856891632},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.45816949009895325},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4566747844219208},{"id":"https://openalex.org/C2776849302","wikidata":"https://www.wikidata.org/wiki/Q1239166","display_name":"Energy market","level":3,"score":0.4199255406856537},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4185328185558319},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41304290294647217},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3705803453922272},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3648129105567932},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3522326946258545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2636740207672119},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.2319309413433075},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19839262962341309},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.13857686519622803},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12119552493095398},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11190366744995117},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09261929988861084},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0851050615310669},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ivmsp54334.2022.9816189","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivmsp54334.2022.9816189","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)","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":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1516336736","https://openalex.org/W1971595100","https://openalex.org/W1975027184","https://openalex.org/W2023281112","https://openalex.org/W2062901109","https://openalex.org/W2117101597","https://openalex.org/W2156636680","https://openalex.org/W2275088575","https://openalex.org/W2387670596","https://openalex.org/W2498672755","https://openalex.org/W2527136714","https://openalex.org/W2562403923","https://openalex.org/W2735032783","https://openalex.org/W2742473260","https://openalex.org/W2749587125","https://openalex.org/W2769908547","https://openalex.org/W2774966631","https://openalex.org/W2805797750","https://openalex.org/W2913579751","https://openalex.org/W2963351448","https://openalex.org/W2970602317","https://openalex.org/W2972961631","https://openalex.org/W2991119225","https://openalex.org/W3004437308","https://openalex.org/W3016366056","https://openalex.org/W3049184217","https://openalex.org/W3084535629","https://openalex.org/W3115870039","https://openalex.org/W3121038689","https://openalex.org/W3161659496","https://openalex.org/W3170309367","https://openalex.org/W3178452910","https://openalex.org/W3182762566","https://openalex.org/W3195283719","https://openalex.org/W3216436584"],"related_works":["https://openalex.org/W2355461157","https://openalex.org/W2464596004","https://openalex.org/W2360367744","https://openalex.org/W2989389395","https://openalex.org/W2744155105","https://openalex.org/W3000018874","https://openalex.org/W2028004850","https://openalex.org/W2223780942","https://openalex.org/W2969518884","https://openalex.org/W2152214151"],"abstract_inverted_index":{"In":[0,37],"this":[1],"paper,":[2],"we":[3,51,77],"deal":[4],"with":[5,56],"the":[6,14,41,47,63,66,95,100,114],"Electric":[7],"Load":[8],"Demand":[9],"Forecasting":[10],"(ELDF)":[11],"problem,":[12],"considering":[13],"real":[15],"case":[16],"scenario":[17],"of":[18,46,65,71,84],"Greek":[19,48,101],"Energy":[20,49],"Market.":[21],"ELDF":[22],"constitutes":[23],"a":[24,53,57],"critical":[25],"task":[26],"accompanied":[27],"by":[28,99],"many":[29],"applications,":[30],"e.g.,":[31],"power":[32],"systems":[33],"operations":[34],"and":[35,44],"planning.":[36],"order":[38],"to":[39,113],"address":[40],"specific":[42,96],"objectives":[43,97],"requirements":[45],"Market,":[50],"propose":[52],"lightweight":[54],"model":[55,68,93,117],"novel":[58],"loss":[59],"function.":[60],"We":[61],"evaluate":[62,79],"effectiveness":[64],"proposed":[67,92],"in":[69,82],"terms":[70,83],"mean":[72],"absolute":[73],"percentage":[74],"error,":[75],"while":[76,105],"also":[78,107],"its":[80],"efficiency":[81],"training/inference":[85],"time,":[86],"complexity,":[87],"required":[88],"memory,":[89],"etc.":[90],"The":[91],"accomplishes":[94],"dictated":[98],"Public":[102],"Power":[103],"Corporation,":[104],"it":[106],"achieves":[108],"superior":[109],"performance":[110],"as":[111],"compared":[112],"successful":[115],"baseline":[116],"ResNetPlus.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}