{"id":"https://openalex.org/W4402156115","doi":"https://doi.org/10.1109/icc51166.2024.10622735","title":"Low-cost Refrigerator Frost Detection using Piezoelectric Sensors","display_name":"Low-cost Refrigerator Frost Detection using Piezoelectric Sensors","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4402156115","doi":"https://doi.org/10.1109/icc51166.2024.10622735"},"language":"en","primary_location":{"id":"doi:10.1109/icc51166.2024.10622735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","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/A5100937340","display_name":"Zhijian Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhijian Yang","raw_affiliation_strings":["Samsung Artificial Intelligence Center,New York"],"affiliations":[{"raw_affiliation_string":"Samsung Artificial Intelligence Center,New York","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087745121","display_name":"Siddharth Rupavatharam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddharth Rupavatharam","raw_affiliation_strings":["Samsung Artificial Intelligence Center,New York"],"affiliations":[{"raw_affiliation_string":"Samsung Artificial Intelligence Center,New York","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067726927","display_name":"Alexis Burns","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexis Burns","raw_affiliation_strings":["Samsung Artificial Intelligence Center,New York"],"affiliations":[{"raw_affiliation_string":"Samsung Artificial Intelligence Center,New York","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101865131","display_name":"Daewon Lee","orcid":"https://orcid.org/0000-0002-3004-2901"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daewon Lee","raw_affiliation_strings":["Samsung Artificial Intelligence Center,New York"],"affiliations":[{"raw_affiliation_string":"Samsung Artificial Intelligence Center,New York","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103114504","display_name":"Richard Howard","orcid":"https://orcid.org/0009-0004-0979-4174"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Howard","raw_affiliation_strings":["Samsung Artificial Intelligence Center,New York"],"affiliations":[{"raw_affiliation_string":"Samsung Artificial Intelligence Center,New York","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033839227","display_name":"Volkan Isler","orcid":"https://orcid.org/0000-0002-0868-5441"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Volkan Isler","raw_affiliation_strings":["Samsung Artificial Intelligence Center,New York"],"affiliations":[{"raw_affiliation_string":"Samsung Artificial Intelligence Center,New York","institution_ids":["https://openalex.org/I4210101778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100937340"],"corresponding_institution_ids":["https://openalex.org/I4210101778"],"apc_list":null,"apc_paid":null,"fwci":0.6566,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69309343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3530","last_page":"3535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9915000200271606,"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9915000200271606,"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/T12696","display_name":"Icing and De-icing Technologies","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12163","display_name":"Aerosol Filtration and Electrostatic Precipitation","score":0.9851999878883362,"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/refrigerator-car","display_name":"Refrigerator car","score":0.8710001707077026},{"id":"https://openalex.org/keywords/frost","display_name":"Frost (temperature)","score":0.7110217213630676},{"id":"https://openalex.org/keywords/piezoelectricity","display_name":"Piezoelectricity","score":0.4300793409347534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39199039340019226},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3661418557167053},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.36312335729599},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.35966062545776367},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17272385954856873},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.16473376750946045},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.16033074259757996}],"concepts":[{"id":"https://openalex.org/C125557594","wikidata":"https://www.wikidata.org/wiki/Q1796972","display_name":"Refrigerator car","level":2,"score":0.8710001707077026},{"id":"https://openalex.org/C4988496","wikidata":"https://www.wikidata.org/wiki/Q1135221","display_name":"Frost (temperature)","level":2,"score":0.7110217213630676},{"id":"https://openalex.org/C100082104","wikidata":"https://www.wikidata.org/wiki/Q183759","display_name":"Piezoelectricity","level":2,"score":0.4300793409347534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39199039340019226},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3661418557167053},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.36312335729599},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.35966062545776367},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17272385954856873},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.16473376750946045},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.16033074259757996}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc51166.2024.10622735","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc51166.2024.10622735","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2024 - IEEE International Conference on Communications","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":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1976174258","https://openalex.org/W2021652938","https://openalex.org/W2028246100","https://openalex.org/W2063242016","https://openalex.org/W2156181191","https://openalex.org/W2512338206","https://openalex.org/W2567571230","https://openalex.org/W2765473892","https://openalex.org/W2773222986","https://openalex.org/W2906669007","https://openalex.org/W2964830422","https://openalex.org/W2982708729","https://openalex.org/W2984936554","https://openalex.org/W3107863535","https://openalex.org/W3108992263","https://openalex.org/W3175435372","https://openalex.org/W4239142051","https://openalex.org/W4312280364","https://openalex.org/W6731455041","https://openalex.org/W6796808750"],"related_works":["https://openalex.org/W2355279906","https://openalex.org/W3007907562","https://openalex.org/W2067018144","https://openalex.org/W2069810958","https://openalex.org/W2385454994","https://openalex.org/W2089311625","https://openalex.org/W2205113795","https://openalex.org/W853291161","https://openalex.org/W2353685746","https://openalex.org/W133082010"],"abstract_inverted_index":{"Frost":[0],"accumulation":[1],"on":[2,20],"refrigerator":[3,134],"evaporator":[4],"coils":[5],"is":[6,16],"a":[7,17,37,74,113,118],"significant":[8],"source":[9],"of":[10,32,43,57,82,122],"wasted":[11],"energy.":[12],"While":[13],"automatic":[14],"de-frosting":[15],"standard":[18],"feature":[19],"modern":[21],"refrigerators,":[22],"current":[23],"commercial":[24],"solutions":[25],"use":[26],"heuristics":[27],"to":[28,36,52,101,138],"determine":[29],"the":[30,87],"frequency":[31],"heating":[33],"cycles,":[34],"leading":[35],"sub-optimal":[38],"defrosting":[39,45],"routine.":[40],"The":[41],"majority":[42],"previous":[44],"research":[46],"incorporates":[47],"cameras":[48],"or":[49],"microwave":[50],"technology":[51],"better":[53],"inform":[54],"defrost":[55],"algorithms":[56],"frost":[58,76,106,119],"accumulation,":[59],"however,":[60],"these":[61],"methods":[62],"are":[63],"both":[64],"financially":[65],"and":[66,89,97],"computationally":[67],"expensive.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72],"propose":[73],"low-cost":[75,95],"detection":[77,107,120],"system":[78,108],"using":[79,94],"ultrasonic":[80],"resonance":[81],"piezoelectric":[83],"sensors.":[84],"We":[85,124],"addressed":[86],"financial":[88],"computational":[90],"cost":[91],"challenges":[92],"by":[93],"sensors":[96],"basic":[98],"circuit":[99],"components":[100],"replace":[102],"software":[103],"complexity.":[104],"Our":[105],"was":[109],"evaluated":[110],"extensively":[111],"in":[112,117],"Samsung":[114],"refrigerator,":[115],"resulting":[116],"accuracy":[121],"99.7%.":[123],"believe":[125],"our":[126],"solution":[127],"can":[128],"be":[129],"further":[130],"used":[131],"for":[132],"downstream":[133],"control":[135],"cycle":[136],"optimizations":[137],"achieve":[139],"improved":[140],"energy":[141],"efficiency.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
