{"id":"https://openalex.org/W4393035652","doi":"https://doi.org/10.1109/lt60077.2024.10469380","title":"Bayesian Optimization Algorithm for ConvLSTM-AE model To Forecast Solar Irradiation","display_name":"Bayesian Optimization Algorithm for ConvLSTM-AE model To Forecast Solar Irradiation","publication_year":2024,"publication_date":"2024-01-15","ids":{"openalex":"https://openalex.org/W4393035652","doi":"https://doi.org/10.1109/lt60077.2024.10469380"},"language":"en","primary_location":{"id":"doi:10.1109/lt60077.2024.10469380","doi":"https://doi.org/10.1109/lt60077.2024.10469380","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lt60077.2024.10469380","pdf_url":null,"source":{"id":"https://openalex.org/S7407088647","display_name":"Learning and Technology Conference (L&T)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 21st Learning and Technology Conference (L&T)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5032452612","display_name":"Mohammed Boussetta","orcid":"https://orcid.org/0000-0002-0379-4454","observed_orcids":["https://orcid.org/0000-0002-0379-4454"]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Boussetta","raw_affiliation_strings":["Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086144659","display_name":"Wadie Bendali","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Wadie Bendali","raw_affiliation_strings":["Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094209838","display_name":"Youssef Morad","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Youssef Morad","raw_affiliation_strings":["Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091727866","display_name":"Saad Motahhir","orcid":"https://orcid.org/0000-0002-6846-8908","observed_orcids":["https://orcid.org/0000-0002-6846-8908"]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Saad Motahhir","raw_affiliation_strings":["Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sidi Mohamed Ben Abdellah,Fez,Morrocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004970162","display_name":"Moez Krichen","orcid":"https://orcid.org/0000-0001-8873-9755","observed_orcids":["https://orcid.org/0000-0001-8873-9755"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Moez Krichen","raw_affiliation_strings":["REDCAD Research Unit, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REDCAD Research Unit, Sfax, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015732743","display_name":"Saeed Mian Qaisar","orcid":"https://orcid.org/0000-0002-4268-3482","observed_orcids":["https://orcid.org/0000-0002-4268-3482"]},"institutions":[{"id":"https://openalex.org/I4210155362","display_name":"Centre d'Etudes Superieures Industrielles","ror":"https://ror.org/04f87d812","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210155362"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Saeed Mian Qaisar","raw_affiliation_strings":["CESI Engineering School,LINEACT Laboratory","LINEACT Laboratory, CESI Engineering School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESI Engineering School,LINEACT Laboratory","institution_ids":["https://openalex.org/I4210155362"]},{"raw_affiliation_string":"LINEACT Laboratory, CESI Engineering School","institution_ids":["https://openalex.org/I4210155362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8645,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5937903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"319","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.0,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/solar-irradiance-forecasting","display_name":"solar irradiance forecasting","score":0.9070000052452087},{"id":"https://openalex.org/keywords/convlstm","display_name":"ConvLSTM","score":0.7480000257492065},{"id":"https://openalex.org/keywords/autoencoder","display_name":"autoencoder","score":0.9900000095367432},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.8429999947547913},{"id":"https://openalex.org/keywords/hybrid-deep-learning","display_name":"hybrid deep learning model","score":0.9430000185966492},{"id":"https://openalex.org/keywords/smart-grid","display_name":"smart grid","score":0.9670000076293945},{"id":"https://openalex.org/keywords/seasonal-forecasting","display_name":"seasonal forecasting","score":0.4580000042915344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5282928943634033},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4697226583957672},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.4202336072921753},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38667774200439453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38069579005241394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3406876027584076},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21483004093170166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1465812623500824}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lt60077.2024.10469380","doi":"https://doi.org/10.1109/lt60077.2024.10469380","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lt60077.2024.10469380","pdf_url":null,"source":{"id":"https://openalex.org/S7407088647","display_name":"Learning and Technology Conference (L&T)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 21st Learning and Technology Conference (L&T)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":1.0},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.8970999717712402},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.821399986743927}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1965737908","https://openalex.org/W2031236266","https://openalex.org/W2031550338","https://openalex.org/W2133955003","https://openalex.org/W2737772574","https://openalex.org/W2802586787","https://openalex.org/W2803673974","https://openalex.org/W2921393223","https://openalex.org/W2945057656","https://openalex.org/W2948490758","https://openalex.org/W2970323440","https://openalex.org/W3034797134","https://openalex.org/W3035572858","https://openalex.org/W3036810572","https://openalex.org/W3037246536","https://openalex.org/W3083390972","https://openalex.org/W3090232294","https://openalex.org/W3095329050","https://openalex.org/W3110426893","https://openalex.org/W3191161296","https://openalex.org/W3211775623","https://openalex.org/W4220840359"],"related_works":["https://openalex.org/W7127387720","https://openalex.org/W3207830960","https://openalex.org/W4404133307","https://openalex.org/W7134916363","https://openalex.org/W4288901802","https://openalex.org/W4416367596","https://openalex.org/W4292479361","https://openalex.org/W4389777436","https://openalex.org/W4388233122","https://openalex.org/W4400812693"],"abstract_inverted_index":{"As":[0],"much":[1],"as":[2,79],"the":[3,29,55,57,63,88,111],"development":[4,101],"of":[5,32,54,114],"smart":[6,17],"grid":[7,18,119],"systems,":[8,19],"accurate":[9],"and":[10,69],"reliable":[11],"solar":[12,21,115],"irradiance":[13,22],"is":[14,93],"crucial.":[15],"In":[16,51],"forecasting":[20],"remains":[23],"a":[24,36,40,94,103],"vital":[25],"solution":[26],"to":[27,81],"mitigate":[28],"best":[30],"management":[31],"energy.This":[33],"study":[34],"presents":[35],"new":[37],"approach":[38],"using":[39,65],"hybrid":[41],"deep":[42,83],"learning":[43,84],"model,":[44],"Conv-LSTM-AE,":[45],"enhanced":[46],"by":[47],"Bayesian":[48,91],"algorithm":[49],"optimization.":[50],"four":[52],"seasons":[53],"years,":[56],"model":[58,75],"was":[59],"evaluated":[60],"based":[61],"on":[62],"accuracy":[64],"different":[66],"metrices":[67],"errors,":[68],"time":[70],"computing":[71],"in":[72],"training.":[73],"The":[74],"exhibits":[76],"exceptional":[77],"adeptness":[78],"compared":[80],"other":[82],"models,":[85],"showing":[86],"that":[87],"Conv-LSTM-AE":[89],"with":[90,97],"optimization":[92],"standout":[95],"performer":[96],"remarkable":[98],"accuracy.":[99],"This":[100],"represents":[102],"substantial":[104],"step":[105],"towards":[106],"utilizing":[107],"state-of-the-art":[108],"technology":[109],"for":[110],"efficient":[112],"use":[113],"power":[116],"within":[117],"intelligent":[118],"systems.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-03-22T00:00:00"}