{"id":"https://openalex.org/W4400277505","doi":"https://doi.org/10.1109/icoin59985.2024.10572100","title":"Model Creation Method for Anomaly Detection in Refrigeration and Air Conditioning Systems","display_name":"Model Creation Method for Anomaly Detection in Refrigeration and Air Conditioning Systems","publication_year":2024,"publication_date":"2024-01-17","ids":{"openalex":"https://openalex.org/W4400277505","doi":"https://doi.org/10.1109/icoin59985.2024.10572100"},"language":"en","primary_location":{"id":"doi:10.1109/icoin59985.2024.10572100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin59985.2024.10572100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information Networking (ICOIN)","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/A5112208087","display_name":"T. Hirata","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Toshiaki Hirata","raw_affiliation_strings":["Tokyo Information Design Professional University"],"affiliations":[{"raw_affiliation_string":"Tokyo Information Design Professional University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099981084","display_name":"Yusuke Kuriyama","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yusuke Kuriyama","raw_affiliation_strings":["Computron Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Computron Co., Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099981085","display_name":"Takashi Hinohara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takashi Hinohara","raw_affiliation_strings":["Computron Co., Ltd"],"affiliations":[{"raw_affiliation_string":"Computron Co., Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083873176","display_name":"Sumiei Takahashi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139080","display_name":"Eiken Chemical (Japan)","ror":"https://ror.org/04ff4e804","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210139080"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sumiei Takahashi","raw_affiliation_strings":["DAIKOU GIKEN Co., Ltd"],"affiliations":[{"raw_affiliation_string":"DAIKOU GIKEN Co., Ltd","institution_ids":["https://openalex.org/I4210139080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101609705","display_name":"Ken\u2010ichi Yoshida","orcid":"https://orcid.org/0000-0002-3383-4664"},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ken-Ichi Yoshida","raw_affiliation_strings":["University of Tsukuba"],"affiliations":[{"raw_affiliation_string":"University of Tsukuba","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108951231","display_name":"Toshiro Ogasawara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119059","display_name":"Saitama Prefectural Industrial Technology Center","ror":"https://ror.org/01rtzrs77","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210119059"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiro Ogasawara","raw_affiliation_strings":["Saitama Industrial Promotion Public Corporation"],"affiliations":[{"raw_affiliation_string":"Saitama Industrial Promotion Public Corporation","institution_ids":["https://openalex.org/I4210119059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113276444","display_name":"M. G\u014d","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119059","display_name":"Saitama Prefectural Industrial Technology Center","ror":"https://ror.org/01rtzrs77","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210119059"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaaki Go","raw_affiliation_strings":["Saitama Industrial Promotion Public Corporation"],"affiliations":[{"raw_affiliation_string":"Saitama Industrial Promotion Public Corporation","institution_ids":["https://openalex.org/I4210119059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5112208087"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64225796,"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":"29","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9919999837875366,"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/refrigeration","display_name":"Refrigeration","score":0.7772371172904968},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.6033865213394165},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5903687477111816},{"id":"https://openalex.org/keywords/central-air-conditioning","display_name":"Central air conditioning","score":0.5663162469863892},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.47399628162384033},{"id":"https://openalex.org/keywords/conditioning","display_name":"Conditioning","score":0.46601253747940063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4480821490287781},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32133936882019043},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.2122926115989685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20917057991027832},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11992353200912476},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11167997121810913},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08242812752723694}],"concepts":[{"id":"https://openalex.org/C69907114","wikidata":"https://www.wikidata.org/wiki/Q747713","display_name":"Refrigeration","level":2,"score":0.7772371172904968},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6033865213394165},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5903687477111816},{"id":"https://openalex.org/C2983288566","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Central air conditioning","level":3,"score":0.5663162469863892},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47399628162384033},{"id":"https://openalex.org/C45262634","wikidata":"https://www.wikidata.org/wiki/Q5159291","display_name":"Conditioning","level":2,"score":0.46601253747940063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4480821490287781},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32133936882019043},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.2122926115989685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20917057991027832},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11992353200912476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11167997121810913},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08242812752723694},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin59985.2024.10572100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin59985.2024.10572100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2100495367","https://openalex.org/W2144182447","https://openalex.org/W2158054309","https://openalex.org/W2583152362","https://openalex.org/W2887147027","https://openalex.org/W2897364941","https://openalex.org/W2944618084","https://openalex.org/W2994502478","https://openalex.org/W2997089613","https://openalex.org/W3200919752"],"related_works":["https://openalex.org/W4297857887","https://openalex.org/W2378030835","https://openalex.org/W2349806971","https://openalex.org/W2385685896","https://openalex.org/W2360923280","https://openalex.org/W2373424295","https://openalex.org/W2347276799","https://openalex.org/W2349582684","https://openalex.org/W2372725181","https://openalex.org/W2366042545"],"abstract_inverted_index":{"Predicting":[0],"anomalies":[1],"and":[2,14,25,75,78],"diagnosing":[3],"various":[4],"machines":[5],"using":[6],"IoT":[7],"technology":[8],"have":[9],"been":[10],"widely":[11],"studied.":[12],"Refrigeration":[13],"air-conditioning":[15,26,76],"systems":[16,22,27,77],"are":[17],"among":[18],"them.":[19],"Anomaly":[20],"detection":[21,65],"for":[23,68,102],"refrigeration":[24,74],"often":[28],"work":[29],"with":[30,106],"many":[31],"distributed":[32,73],"devices,":[33],"posing":[34],"a":[35,39,60,69,94,99,112],"challenge":[36],"in":[37],"creating":[38],"learning":[40,49,100,108,113,122],"model.":[41],"Additionally,":[42],"the":[43,81,84,87,103,121],"data":[44,109],"collection":[45],"period":[46],"to":[47,52,62,79],"create":[48],"models":[50],"needs":[51],"be":[53],"shortened.":[54],"In":[55,90],"this":[56],"study,":[57],"we":[58,92],"propose":[59,93],"method":[61,96],"automate":[63],"anomaly":[64],"model":[66,101,114,123],"creation":[67,124],"large":[70],"number":[71],"of":[72,83,86],"improve":[80],"efficiency":[82],"operation":[85],"diagnosis":[88],"system.":[89],"addition,":[91],"fine-tuning":[95],"that":[97],"creates":[98],"target":[104],"device":[105],"minimal":[107],"based":[110],"on":[111],"created":[115],"by":[116],"another":[117],"device,":[118],"thus":[119],"reducing":[120],"period.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}