{"id":"https://openalex.org/W4405522784","doi":"https://doi.org/10.1109/iisa62523.2024.10786677","title":"Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs","display_name":"Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4405522784","doi":"https://doi.org/10.1109/iisa62523.2024.10786677"},"language":"en","primary_location":{"id":"doi:10.1109/iisa62523.2024.10786677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa62523.2024.10786677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information, Intelligence, Systems &amp;amp; Applications (IISA)","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/A5094086138","display_name":"Ioannis Papias","orcid":"https://orcid.org/0009-0000-9838-0950"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ioannis Papias","raw_affiliation_strings":["School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057557094","display_name":"Vasilis Michalakopoulos","orcid":"https://orcid.org/0000-0002-3152-6342"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasilis Michalakopoulos","raw_affiliation_strings":["School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059115129","display_name":"Elissaios Sarmas","orcid":"https://orcid.org/0000-0002-1330-6872"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elissaios Sarmas","raw_affiliation_strings":["School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008411897","display_name":"Vangelis Marinakis","orcid":"https://orcid.org/0000-0001-5488-4006"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vangelis Marinakis","raw_affiliation_strings":["School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical &#x0026; Computer Engineering, National Technical University of Athens,Decision Support Systems Laboratory,Athens,Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5094086138"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":1.6148,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84287353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/flexibility","display_name":"Flexibility (engineering)","score":0.7609949707984924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5182773470878601},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.44345709681510925},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41141659021377563},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36327028274536133},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.36030858755111694},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1841258704662323},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14035537838935852},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.07135009765625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06337317824363708}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7609949707984924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5182773470878601},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.44345709681510925},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41141659021377563},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36327028274536133},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.36030858755111694},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1841258704662323},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14035537838935852},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.07135009765625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06337317824363708},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa62523.2024.10786677","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa62523.2024.10786677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information, Intelligence, Systems &amp;amp; Applications (IISA)","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":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G5705643926","display_name":null,"funder_award_id":"101103998","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1543646709","https://openalex.org/W1547243628","https://openalex.org/W2064675550","https://openalex.org/W2529071426","https://openalex.org/W2741570522","https://openalex.org/W2795276745","https://openalex.org/W2887550916","https://openalex.org/W2891677624","https://openalex.org/W3001789114","https://openalex.org/W3005408112","https://openalex.org/W3043406673","https://openalex.org/W3112774825","https://openalex.org/W3182793133","https://openalex.org/W3201878307","https://openalex.org/W4205803416","https://openalex.org/W4206699374","https://openalex.org/W4226143148","https://openalex.org/W4283794141","https://openalex.org/W4289928588","https://openalex.org/W4313066277","https://openalex.org/W4313378839","https://openalex.org/W4383097440","https://openalex.org/W4384156620","https://openalex.org/W4386073028","https://openalex.org/W4388109045","https://openalex.org/W4388486657","https://openalex.org/W4388948709","https://openalex.org/W4391113934","https://openalex.org/W4392529708","https://openalex.org/W4393994466","https://openalex.org/W4399620554","https://openalex.org/W6756033686"],"related_works":["https://openalex.org/W4236696095","https://openalex.org/W3143779693","https://openalex.org/W2626808643","https://openalex.org/W2004064826","https://openalex.org/W3103727510","https://openalex.org/W97045569","https://openalex.org/W1527069879","https://openalex.org/W2946179579","https://openalex.org/W2348021072","https://openalex.org/W1871370349"],"abstract_inverted_index":{"In":[0,117],"today's":[1],"dynamic":[2],"energy":[3,89,137],"landscape,":[4],"Demand":[5],"Response":[6],"(DR)":[7],"programs":[8,20],"have":[9],"become":[10],"essential":[11,109],"for":[12,44,110,141],"ensuring":[13],"grid":[14],"stability":[15],"and":[16,77,91,139],"operational":[17],"efficiency.":[18],"These":[19],"empower":[21],"prosumers":[22],"to":[23,131],"adjust":[24],"their":[25,129],"electricity":[26,75],"consumption":[27,76,90,138],"collectively":[28],"or":[29],"voluntarily,":[30],"often":[31],"against":[32],"a":[33,67,158],"predefined":[34],"baseline":[35,70],"load.":[36],"Accurate":[37],"estimation":[38],"of":[39,47,65,82,88],"this":[40,94,119],"flexibility":[41,69,112],"is":[42,58,108],"pivotal":[43],"the":[45,63,80,115],"success":[46],"DR":[48,84],"programs,":[49],"particularly":[50],"in":[51,79,135,160],"scenarios":[52],"where":[53],"only":[54],"aggregated":[55],"building":[56,159],"data":[57,155],"available.":[59],"This":[60],"study":[61],"highlights":[62],"significance":[64],"constructing":[66],"building's":[68],"load,":[71],"which":[72],"approximates":[73],"its":[74],"production":[78,92,140],"absence":[81],"specific":[83],"events.":[85],"The":[86],"deviation":[87],"from":[93,157],"baseline,":[95],"by":[96],"predetermined":[97],"margins,":[98],"signifies":[99],"potential":[100],"flexibility.":[101],"However,":[102],"accurately":[103],"forecasting":[104],"next-day":[105],"load":[106],"variations":[107],"evaluating":[111],"spread":[113],"around":[114],"baseline.":[116],"addressing":[118],"need,":[120],"we":[121,149],"employ":[122],"Long":[123],"Short-Term":[124],"Memory":[125],"(LSTM)":[126],"networks,":[127],"optimizing":[128],"parameters":[130],"significantly":[132],"enhance":[133],"performance":[134],"predicting":[136],"all":[142],"weekdays.":[143],"To":[144],"validate":[145],"our":[146],"proposed":[147],"solution,":[148],"conduct":[150],"real-world":[151],"experiments":[152],"using":[153],"prosumer":[154],"collected":[156],"Austria.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":7}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
