{"id":"https://openalex.org/W4403535367","doi":"https://doi.org/10.1109/codit62066.2024.10708554","title":"Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique*","display_name":"Raspberry Pi-Based Monitoring System for Grid-Connected PV Systems using Deep Learning Technique*","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4403535367","doi":"https://doi.org/10.1109/codit62066.2024.10708554"},"language":"en","primary_location":{"id":"doi:10.1109/codit62066.2024.10708554","doi":"https://doi.org/10.1109/codit62066.2024.10708554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708554","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"International Conference on Control, Decision and Information Technologies (CoDIT)","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 10th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5020687853","display_name":"Zahra Yahyaoui","orcid":"https://orcid.org/0000-0003-3625-4814","observed_orcids":["https://orcid.org/0000-0003-3625-4814"]},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Zahra Yahyaoui","raw_affiliation_strings":["Kairouan University,Research Unit Advanced Materials and Nanotechnologies, Higher Institute of Applied Sciences and Technology of Kasserine,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kairouan University,Research Unit Advanced Materials and Nanotechnologies, Higher Institute of Applied Sciences and Technology of Kasserine,Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066011823","display_name":"Wajdi Saadaoui","orcid":"https://orcid.org/0000-0001-8977-9652","observed_orcids":["https://orcid.org/0000-0001-8977-9652"]},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Wajdi Saadaoui","raw_affiliation_strings":["Kairouan University,Research Unit Advanced Materials and Nanotechnologies, Higher Institute of Applied Sciences and Technology of Kasserine,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kairouan University,Research Unit Advanced Materials and Nanotechnologies, Higher Institute of Applied Sciences and Technology of Kasserine,Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069858162","display_name":"Mansour Hajji","orcid":"https://orcid.org/0000-0003-3359-7678","observed_orcids":["https://orcid.org/0000-0003-3359-7678"]},"institutions":[{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mansour Hajji","raw_affiliation_strings":["Kairouan University,Research Unit Advanced Materials and Nanotechnologies, Higher Institute of Applied Sciences and Technology of Kasserine,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kairouan University,Research Unit Advanced Materials and Nanotechnologies, Higher Institute of Applied Sciences and Technology of Kasserine,Tunisia","institution_ids":["https://openalex.org/I55167344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043479229","display_name":"Majdi M. Mansouri","orcid":"https://orcid.org/0000-0001-6390-4304","observed_orcids":["https://orcid.org/0000-0001-6390-4304"]},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Majdi Mansouri","raw_affiliation_strings":["Texas A&M University at Qatar,Department of Electrical and Computer Engineering Program,Doha,Qatar,23874"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University at Qatar,Department of Electrical and Computer Engineering Program,Doha,Qatar,23874","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056444635","display_name":"Mohamed Numan Nounou","orcid":"https://orcid.org/0000-0003-0520-9623","observed_orcids":["https://orcid.org/0000-0003-0520-9623"]},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohamed Nounou","raw_affiliation_strings":["Texas A&M University at Qatar,Department of Electrical and Computer Engineering Program,Doha,Qatar,23874"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University at Qatar,Department of Electrical and Computer Engineering Program,Doha,Qatar,23874","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076208634","display_name":"Kais Bouzrara","orcid":"https://orcid.org/0000-0003-2492-9626","observed_orcids":["https://orcid.org/0000-0003-2492-9626"]},"institutions":[{"id":"https://openalex.org/I4391012590","display_name":"Ecole Nationale d'Ing\u00e9nieurs de Monastir","ror":"https://ror.org/045yr8682","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557","https://openalex.org/I4391012590"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Kais Bouzrara","raw_affiliation_strings":["National Engineering School of Monastir,Research Laboratory of Automation, Signal Processing and Image,Tunisia,5019"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering School of Monastir,Research Laboratory of Automation, Signal Processing and Image,Tunisia,5019","institution_ids":["https://openalex.org/I4391012590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3002","last_page":"3008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.6571999788284302,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.6571999788284302,"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/T12737","display_name":"Electrical Fault Detection and Protection","score":0.14839999377727509,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.09220000356435776,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/photovoltaic-systems","display_name":"photovoltaic systems","score":0.7250000238418579},{"id":"https://openalex.org/keywords/fault-diagnosis","display_name":"fault diagnosis","score":0.8220000267028809},{"id":"https://openalex.org/keywords/grid-connected-photovoltaic-systems","display_name":"grid-connected photovoltaic systems","score":0.8040000200271606},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry Pi","score":0.9860000014305115},{"id":"https://openalex.org/keywords/embedded-systems","display_name":"embedded systems","score":0.8550000190734863},{"id":"https://openalex.org/keywords/lstm-networks","display_name":"LSTM networks","score":0.7940000295639038},{"id":"https://openalex.org/keywords/bayesian-optimization","display_name":"Bayesian optimization","score":0.9990000128746033},{"id":"https://openalex.org/keywords/resource-constrained-deployment","display_name":"resource-constrained deployment","score":0.7900000214576721},{"id":"https://openalex.org/keywords/environmental-monitoring","display_name":"environmental monitoring","score":0.6169999837875366}],"concepts":[{"id":"https://openalex.org/C2985745059","wikidata":"https://www.wikidata.org/wiki/Q245","display_name":"Raspberry pi","level":3,"score":0.8122755885124207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981893539428711},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5699260234832764},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5327774286270142},{"id":"https://openalex.org/C2989099649","wikidata":"https://www.wikidata.org/wiki/Q233558","display_name":"Grid system","level":3,"score":0.4250621199607849},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3206353783607483},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.254162073135376},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.24051859974861145},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1888924241065979},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.1336078643798828},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07057878375053406},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit62066.2024.10708554","doi":"https://doi.org/10.1109/codit62066.2024.10708554","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708554","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"International Conference on Control, Decision and Information Technologies (CoDIT)","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 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Affordable and clean energy","score":0.8485000133514404,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1986210179","https://openalex.org/W2612461812","https://openalex.org/W2756852925","https://openalex.org/W2796210775","https://openalex.org/W2887782657","https://openalex.org/W2896560170","https://openalex.org/W2896784509","https://openalex.org/W2899846691","https://openalex.org/W2901083009","https://openalex.org/W2943797563","https://openalex.org/W2949760000","https://openalex.org/W2968409655","https://openalex.org/W2998842387","https://openalex.org/W3011974631","https://openalex.org/W3024761859","https://openalex.org/W3094790588","https://openalex.org/W3196005134","https://openalex.org/W3217129237","https://openalex.org/W4320489441","https://openalex.org/W4386782621","https://openalex.org/W4389263675"],"related_works":["https://openalex.org/W4313056842","https://openalex.org/W4415297972","https://openalex.org/W4360819966","https://openalex.org/W4411522464","https://openalex.org/W4320489441","https://openalex.org/W4283753783","https://openalex.org/W4403535254","https://openalex.org/W4391167754","https://openalex.org/W7090204951","https://openalex.org/W2558335664"],"abstract_inverted_index":{"The":[0,28],"evolution":[1],"of":[2,31,80,96,113,123],"embedded":[3,130],"systems":[4,23,33,131],"has":[5],"demonstrated":[6,138],"their":[7,44],"reliability":[8,110],"as":[9,137],"a":[10,52,73,141],"solution":[11],"for":[12,38],"monitoring":[13,116],"and":[14,111],"controlling":[15],"industrial":[16],"systems,":[17,106],"particularly":[18],"in":[19,86,103],"renewable":[20],"energy":[21],"conversion":[22],"like":[24],"photovoltaic":[25,105],"(PV)":[26],"energy.":[27],"increasing":[29],"adoption":[30],"PV":[32],"highlights":[34],"the":[35,78,94,109,121],"critical":[36],"need":[37],"effective":[39],"fault":[40,54,83],"diagnosis":[41,55,84],"to":[42,99,132],"ensure":[43],"reliable":[45],"operation.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,92],"present":[51],"novel":[53],"approach":[56,98],"utilizing":[57],"Long":[58],"Short-Term":[59],"Memory":[60],"(LSTM)":[61],"networks":[62],"optimized":[63],"through":[64],"Bayesian":[65],"optimization":[66],"techniques.":[67],"Our":[68],"methodology":[69],"is":[70],"implemented":[71],"on":[72],"Raspberry":[74],"Pi":[75],"platform,":[76],"demonstrating":[77],"feasibility":[79],"deploying":[81],"sophisticated":[82],"algorithms":[85],"resource-constrained":[87],"environments.":[88],"Through":[89],"extensive":[90],"experiments,":[91],"demonstrate":[93],"effectiveness":[95],"our":[97],"accurately":[100],"diagnose":[101],"faults":[102],"grid-connected":[104],"thereby":[107],"improving":[108],"efficiency":[112],"integrated":[114],"environmental":[115],"systems.The":[117],"obtained":[118],"results":[119],"highlight":[120],"potential":[122],"combining":[124],"advanced":[125],"deep":[126],"learning":[127],"techniques":[128],"with":[129],"address":[133],"complex":[134],"diagnostic":[135],"challenges,":[136],"by":[139],"achieving":[140],"100%":[142],"accuracy":[143],"rate.":[144]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-10-19T00:00:00"}