{"id":"https://openalex.org/W4410738600","doi":"https://doi.org/10.1109/tim.2025.3573363","title":"Integration of LSTM and U-Net Models for Monitoring Electrical Absorption With a System of Sensors and Electronic Circuits","display_name":"Integration of LSTM and U-Net Models for Monitoring Electrical Absorption With a System of Sensors and Electronic Circuits","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410738600","doi":"https://doi.org/10.1109/tim.2025.3573363"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3573363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3573363","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5105094119","display_name":"Danilo Prattic\u00f2","orcid":"https://orcid.org/0009-0001-0218-7724"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Danilo Prattic\u00f2","raw_affiliation_strings":["Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049919674","display_name":"Filippo Lagan\u00e0","orcid":"https://orcid.org/0000-0001-6846-1784"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Lagan\u00e0","raw_affiliation_strings":["Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089785057","display_name":"Giuseppe Oliva","orcid":null},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Oliva","raw_affiliation_strings":["Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034938027","display_name":"Antonino S. Fiorillo","orcid":null},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonino S. Fiorillo","raw_affiliation_strings":["Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069482655","display_name":"Salvatore A. Pullano","orcid":null},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Andrea Pullano","raw_affiliation_strings":["Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Dept. of Health Sciences, Magna Gr&#x00E6;cia University of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107709217","display_name":"Salvatore Calcagno","orcid":"https://orcid.org/0000-0002-9763-213X"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Calcagno","raw_affiliation_strings":["Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056305023","display_name":"Domenico De Carlo","orcid":"https://orcid.org/0000-0002-4821-7810"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico De Carlo","raw_affiliation_strings":["Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067407533","display_name":"Fabio La Foresta","orcid":"https://orcid.org/0000-0002-8290-5019"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio La Foresta","raw_affiliation_strings":["Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Energy, Environmental and Materials Engineering (DICEAM), Mediterranea University of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Mediterranea University of Reggio Calabria, DICEAM Dept, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5105094119"],"corresponding_institution_ids":["https://openalex.org/I59725666"],"apc_list":null,"apc_paid":null,"fwci":61.0392,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.99950796,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.8273000121116638,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.8273000121116638,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.6344165802001953},{"id":"https://openalex.org/keywords/absorption","display_name":"Absorption (acoustics)","score":0.5056266784667969},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4877515435218811},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.41700831055641174},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.4126935601234436},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3881930410861969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38168513774871826},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32262998819351196}],"concepts":[{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.6344165802001953},{"id":"https://openalex.org/C125287762","wikidata":"https://www.wikidata.org/wiki/Q1758948","display_name":"Absorption (acoustics)","level":2,"score":0.5056266784667969},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4877515435218811},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.41700831055641174},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.4126935601234436},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3881930410861969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38168513774871826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32262998819351196},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3573363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3573363","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2082666478","https://openalex.org/W2769392971","https://openalex.org/W2897895022","https://openalex.org/W2899872354","https://openalex.org/W3001494389","https://openalex.org/W3034079382","https://openalex.org/W3087508233","https://openalex.org/W3144332889","https://openalex.org/W3154257404","https://openalex.org/W3159638179","https://openalex.org/W3191230657","https://openalex.org/W4205740463","https://openalex.org/W4210301884","https://openalex.org/W4224243654","https://openalex.org/W4225709684","https://openalex.org/W4226494516","https://openalex.org/W4295789423","https://openalex.org/W4312202522","https://openalex.org/W4313361030","https://openalex.org/W4313576888","https://openalex.org/W4321380810","https://openalex.org/W4322631283","https://openalex.org/W4323020891","https://openalex.org/W4367666458","https://openalex.org/W4372037560","https://openalex.org/W4379740536","https://openalex.org/W4385245566","https://openalex.org/W4385286425","https://openalex.org/W4386619339","https://openalex.org/W4388426588","https://openalex.org/W4390658987","https://openalex.org/W4390938806","https://openalex.org/W4391954751","https://openalex.org/W4392585822","https://openalex.org/W4394684692","https://openalex.org/W4399054867","https://openalex.org/W4401014139","https://openalex.org/W4401073328","https://openalex.org/W4401210415","https://openalex.org/W4401607685","https://openalex.org/W4401693147","https://openalex.org/W4401808607","https://openalex.org/W4402376830","https://openalex.org/W4404599563","https://openalex.org/W4405812414","https://openalex.org/W4407922989"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1573459484","https://openalex.org/W2371541858","https://openalex.org/W3099779131","https://openalex.org/W2910687076","https://openalex.org/W2332850121","https://openalex.org/W4253571705","https://openalex.org/W4311058674","https://openalex.org/W2259166676","https://openalex.org/W4241196849"],"abstract_inverted_index":{"The":[0,35,53,103,117,158],"evolution":[1],"of":[2,10,16,31,41,61,91,113,124,132,139,152,166],"electronic":[3,58,104],"systems":[4],"has":[5],"significantly":[6],"improved":[7,189],"the":[8,27,39,93,101,111,114,122,130,137,148,164,171],"monitoring":[9],"electrical":[11,45,94,115],"consumption,":[12],"ensuring":[13],"precise":[14],"measurement":[15],"energy":[17,28,186],"assets.":[18],"This":[19,181],"paper":[20],"proposes":[21],"a":[22,65,69,80,85,98,143],"three-step":[23],"approach":[24],"to":[25,173],"improving":[26],"system":[29,59,83,105],"management":[30],"an":[32,57,133],"industrial":[33],"plant.":[34,102],"first":[36],"phase":[37,55,119],"involves":[38],"identification":[40],"hot":[42],"surfaces":[43],"in":[44,100,163,184],"panels":[46],"using":[47,84],"non-destructive":[48],"instrumentation":[49],"for":[50,136,146],"thermographic":[51,156],"measurements.":[52],"second":[54],"develops":[56],"consisting":[60],"current":[62,95,107],"sensors":[63],"and":[64,79,142,150,170,177,188],"temperature":[66],"control":[67,70],"system,":[68],"unit":[71],"made":[72],"with":[73,77],"Raspberry":[74],"Pi":[75],"integrated":[76],"Arduino,":[78],"data":[81],"transmission":[82],"4G":[86],"LTE":[87],"Internet":[88],"device":[89],"capable":[90],"measuring":[92],"used":[96],"by":[97,110],"machine":[99],"measures":[106],"absorption":[108],"(CA)":[109],"lines":[112],"switchboards.":[116],"final":[118],"focuses":[120],"on":[121,129],"implementation":[123],"deep":[125],"learning":[126],"method":[127],"based":[128],"integration":[131],"LSTM":[134],"model":[135,145],"forecasting":[138],"hourly":[140],"CA":[141],"U-Net":[144],"supporting":[147],"classification":[149,169,182],"detection":[151],"anomalies":[153],"identified":[154],"during":[155],"assessment.":[157],"results":[159,183],"demonstrated":[160],"substantial":[161],"improvements":[162],"accuracy":[165],"power":[167,175],"consumption":[168,179,187],"potential":[172],"optimise":[174],"distribution":[176],"reduce":[178],"accordingly.":[180],"reduced":[185],"process":[190],"quality.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":41}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
