{"id":"https://openalex.org/W4404740212","doi":"https://doi.org/10.1109/rtsi61910.2024.10761755","title":"Long Short Term Memory Neural Network and Energy Applications in the Smart Grid Framework","display_name":"Long Short Term Memory Neural Network and Energy Applications in the Smart Grid Framework","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4404740212","doi":"https://doi.org/10.1109/rtsi61910.2024.10761755"},"language":"en","primary_location":{"id":"doi:10.1109/rtsi61910.2024.10761755","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rtsi61910.2024.10761755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","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/A5014238743","display_name":"Silvia Licciardi","orcid":"https://orcid.org/0000-0003-4564-8866"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Silvia Licciardi","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0003-4564-8866","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028512011","display_name":"Guido Ala","orcid":"https://orcid.org/0000-0003-2558-4164"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Ala","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0003-2558-4164","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080409036","display_name":"Elisa Francomano","orcid":"https://orcid.org/0000-0003-0438-5115"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Francomano","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0003-0438-5115","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049030227","display_name":"Pietro Catrini","orcid":null},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Catrini","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0002-1341-8946","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019811124","display_name":"Maurizio La Villetta","orcid":"https://orcid.org/0000-0002-2655-6088"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio La Villetta","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0002-2655-6088","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033539365","display_name":"Rossano Musca","orcid":"https://orcid.org/0000-0002-7544-1631"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rossano Musca","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0002-7544-1631","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022429292","display_name":"Antonio Piacentino","orcid":null},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Piacentino","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0003-3909-4270","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040577995","display_name":"Eleonora Riva Sanseverino","orcid":"https://orcid.org/0000-0003-0113-7650"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eleonora Riva Sanseverino","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0003-0113-7650","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044616017","display_name":"Hamid Samadi","orcid":"https://orcid.org/0000-0003-0698-6520"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Hamid Samadi","raw_affiliation_strings":["University of Palermo,Engineering Department,Palermo,Italy"],"raw_orcid":"https://orcid.org/0000-0003-0698-6520","affiliations":[{"raw_affiliation_string":"University of Palermo,Engineering Department,Palermo,Italy","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5014238743"],"corresponding_institution_ids":["https://openalex.org/I900890020"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18693131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8543999791145325,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8543999791145325,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.73089998960495,"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":0.7476879358291626},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6710987091064453},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5813966393470764},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5080783367156982},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4326159954071045},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35606372356414795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16141238808631897},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10205510258674622},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08454674482345581}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7476879358291626},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6710987091064453},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5813966393470764},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5080783367156982},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4326159954071045},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35606372356414795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16141238808631897},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10205510258674622},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08454674482345581},{"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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rtsi61910.2024.10761755","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rtsi61910.2024.10761755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unipa.it:10447/665380","is_oa":false,"landing_page_url":"https://hdl.handle.net/10447/665380","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8600000143051147,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2107878631","https://openalex.org/W2151131903","https://openalex.org/W2402682637","https://openalex.org/W2599497831","https://openalex.org/W2942228371","https://openalex.org/W2973740234","https://openalex.org/W3009311085","https://openalex.org/W3112774825","https://openalex.org/W3147059732","https://openalex.org/W3166914212","https://openalex.org/W4367300085","https://openalex.org/W4391216796","https://openalex.org/W4392255451"],"related_works":["https://openalex.org/W2980611886","https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2751256511","https://openalex.org/W2330575325","https://openalex.org/W1597785538","https://openalex.org/W2163803519","https://openalex.org/W1993039745","https://openalex.org/W1581129489","https://openalex.org/W2369252416"],"abstract_inverted_index":{"The":[0],"research":[1],"is":[2],"focused":[3],"on":[4],"implementing":[5],"neural":[6,24],"network":[7],"architectures":[8],"in":[9,55],"the":[10,38,50,53,65,68,76],"field":[11],"of":[12,27,40,52,62,64,75,83],"Deep":[13],"Learning":[14],"for":[15,37],"various":[16],"applications":[17],"involving":[18],"energy":[19],"context.":[20],"In":[21],"particular,":[22],"recurrent":[23],"networks":[25],"(RNN)":[26],"type":[28],"Long":[29],"Short":[30],"Term":[31],"Memory":[32],"(LSTM)":[33],"have":[34],"been":[35],"studied":[36],"classification":[39],"signals":[41],"and":[42,80],"are":[43],"being":[44],"upgraded,":[45],"with":[46,71],"particular":[47],"attention":[48],"to":[49,57],"augmentation":[51],"dataset":[54],"order":[56],"obtain":[58],"a":[59],"wider":[60],"ability":[61],"generalization":[63],"results":[66],"from":[67],"obtained":[69],"nets,":[70],"suitable":[72],"hyperparameters,":[73],"choice":[74],"more":[77],"effective":[78],"layers":[79],"relative":[81],"options":[82],"training.":[84]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
