{"id":"https://openalex.org/W3104197006","doi":"https://doi.org/10.1109/access.2020.3037970","title":"Artificial Intelligence Based Air Conditioner Energy Saving Using a Novel Preference Map","display_name":"Artificial Intelligence Based Air Conditioner Energy Saving Using a Novel Preference Map","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3104197006","doi":"https://doi.org/10.1109/access.2020.3037970","mag":"3104197006"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3037970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09258890.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09258890.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037747004","display_name":"Ramasamy Kannan","orcid":"https://orcid.org/0000-0002-1835-0389"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ramasamy Kannan","raw_affiliation_strings":["Samsung Research and Development Institute India-Bangalore, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-1835-0389","affiliations":[{"raw_affiliation_string":"Samsung Research and Development Institute India-Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015584367","display_name":"Manasij Sur Roy","orcid":"https://orcid.org/0000-0002-1676-4879"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manasij Sur Roy","raw_affiliation_strings":["Samsung Research and Development Institute India-Bangalore, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0002-1676-4879","affiliations":[{"raw_affiliation_string":"Samsung Research and Development Institute India-Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011146067","display_name":"Sai Harish Pathuri","orcid":"https://orcid.org/0000-0003-3493-9545"},"institutions":[{"id":"https://openalex.org/I4210139030","display_name":"Samsung (India)","ror":"https://ror.org/04cpx2569","country_code":"IN","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210139030"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sai Harish Pathuri","raw_affiliation_strings":["Samsung Research and Development Institute India-Bangalore, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0003-3493-9545","affiliations":[{"raw_affiliation_string":"Samsung Research and Development Institute India-Bangalore, Bengaluru, India","institution_ids":["https://openalex.org/I4210139030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037747004"],"corresponding_institution_ids":["https://openalex.org/I4210139030"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2482,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.80061163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"206622","last_page":"206637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9983999729156494,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9983999729156494,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.6388949155807495},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6040319800376892},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.5791923999786377},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5234422087669373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45327767729759216},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4341471195220947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1517930030822754},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14109846949577332},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1078718900680542},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07461610436439514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388949155807495},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6040319800376892},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.5791923999786377},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5234422087669373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45327767729759216},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4341471195220947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1517930030822754},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14109846949577332},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1078718900680542},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07461610436439514},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3037970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09258890.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a250b32d26f648b392070165ff71bf90","is_oa":true,"landing_page_url":"https://doaj.org/article/a250b32d26f648b392070165ff71bf90","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 206622-206637 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3037970","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037970","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09258890.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3104197006.pdf","grobid_xml":"https://content.openalex.org/works/W3104197006.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1533861849","https://openalex.org/W1574066736","https://openalex.org/W2028788479","https://openalex.org/W2041785419","https://openalex.org/W2046033161","https://openalex.org/W2056738073","https://openalex.org/W2056884786","https://openalex.org/W2100564073","https://openalex.org/W2141188933","https://openalex.org/W2155556726","https://openalex.org/W2156387975","https://openalex.org/W2268331518","https://openalex.org/W2286961273","https://openalex.org/W2346857501","https://openalex.org/W2406349003","https://openalex.org/W2490535585","https://openalex.org/W2523246573","https://openalex.org/W2571661987","https://openalex.org/W2622124647","https://openalex.org/W2747654611","https://openalex.org/W2763500568","https://openalex.org/W2768297165","https://openalex.org/W2786195166","https://openalex.org/W2806218627","https://openalex.org/W2893898383","https://openalex.org/W2897281315","https://openalex.org/W2900803798","https://openalex.org/W2913540966","https://openalex.org/W2942528315","https://openalex.org/W2946136232","https://openalex.org/W2964121744","https://openalex.org/W2977135810","https://openalex.org/W3022827470","https://openalex.org/W3023700572","https://openalex.org/W3031361451","https://openalex.org/W3043715445","https://openalex.org/W3161787607","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6682889407","https://openalex.org/W6727249380","https://openalex.org/W6738947189","https://openalex.org/W6742896890","https://openalex.org/W6795460285"],"related_works":["https://openalex.org/W2366782876","https://openalex.org/W2764016588","https://openalex.org/W2080118969","https://openalex.org/W3088859544","https://openalex.org/W2005108817","https://openalex.org/W4214628662","https://openalex.org/W4297745244","https://openalex.org/W2037518538","https://openalex.org/W2156822401","https://openalex.org/W3092380670"],"abstract_inverted_index":{"Air":[0],"Conditioning":[1],"(AC)":[2],"systems":[3],"have":[4,50,76],"contributed":[5],"to":[6,38,66,85,97,123,161,168],"a":[7,52,70,115,142],"high":[8],"percentage":[9],"of":[10,17,25,135,145],"the":[11,18,40,61,78,98,101,110,119,124,131,136,169,173],"residential":[12],"building":[13],"energy":[14,44,89,112,146,159],"consumption.":[15],"Most":[16],"recently":[19],"released":[20],"AC":[21,102,111,125,137],"models":[22],"are":[23,105,149,164],"Internet":[24],"Things":[26],"enabled.":[27],"The":[28,133],"data":[29,62],"generated":[30],"from":[31,63,157],"all":[32],"these":[33],"ACs":[34,65],"can":[35],"be":[36,95],"analyzed":[37],"understand":[39],"usage":[41],"pattern":[42],"and":[43,68],"saving.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"proposed":[51],"Cloud":[53],"based":[54],"Artificial":[55],"Intelligence":[56],"(AI)":[57],"solution":[58,84,108,152],"that":[59,127,141,155,163],"uses":[60],"37,748":[64],"analyze":[67],"generate":[69,87],"novel":[71],"2-D":[72],"Preference":[73,79,138],"Map.":[74],"We":[75],"used":[77],"Map":[80],"in":[81,166],"our":[82],"AI":[83],"automatically":[86],"Top-K":[88],"saving":[90,147,160],"recommendations.":[91],"These":[92],"recommendations":[93,148,154,162],"will":[94],"provided":[96],"user":[99],"when":[100],"operational":[103],"settings":[104,126,170],"selected.":[106],"Our":[107],"reduces":[109],"consumption":[113],"by":[114,130,172],"median":[116],"57.38%":[117],"(for":[118],"Top-1":[120],"recommendation)":[121],"compared":[122],"were":[128],"selected":[129,171],"user.":[132,174],"use":[134],"Maps":[139],"ensures":[140],"wide":[143],"range":[144,156],"available.":[150],"This":[151],"provides":[153],"maximum":[158],"closer,":[165],"value,":[167]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}