{"id":"https://openalex.org/W3157284254","doi":"https://doi.org/10.1109/tsg.2021.3074955","title":"Resident Behavior Detection Model for Environment Responsive Demand Response","display_name":"Resident Behavior Detection Model for Environment Responsive Demand Response","publication_year":2021,"publication_date":"2021-04-22","ids":{"openalex":"https://openalex.org/W3157284254","doi":"https://doi.org/10.1109/tsg.2021.3074955","mag":"3157284254"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2021.3074955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2021.3074955","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","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/A5088743006","display_name":"Keon Baek","orcid":"https://orcid.org/0000-0002-4006-8152"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Keon Baek","raw_affiliation_strings":["School of Energy Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Energy Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004122998","display_name":"Eunjung Lee","orcid":"https://orcid.org/0000-0003-1598-6514"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunjung Lee","raw_affiliation_strings":["School of Energy Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Energy Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100366801","display_name":"Jinho Kim","orcid":"https://orcid.org/0000-0001-5055-7702"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinho Kim","raw_affiliation_strings":["School of Energy Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Energy Convergence, Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088743006"],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":null,"apc_paid":null,"fwci":2.3062,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.88462406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"5","first_page":"3980","last_page":"3989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9955999851226807,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9848999977111816,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.7023861408233643},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6413846015930176},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.5503803491592407},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5486472845077515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5224519968032837},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.504838764667511},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4439551830291748},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.43711498379707336},{"id":"https://openalex.org/keywords/fossil-fuel","display_name":"Fossil fuel","score":0.4141325354576111},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2570692300796509},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14085739850997925},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.1279844045639038},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.09397825598716736},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08131423592567444}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.7023861408233643},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6413846015930176},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.5503803491592407},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5486472845077515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5224519968032837},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.504838764667511},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4439551830291748},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.43711498379707336},{"id":"https://openalex.org/C68189081","wikidata":"https://www.wikidata.org/wiki/Q12748","display_name":"Fossil fuel","level":2,"score":0.4141325354576111},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2570692300796509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14085739850997925},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.1279844045639038},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.09397825598716736},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08131423592567444},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2021.3074955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2021.3074955","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G686779987","display_name":null,"funder_award_id":"20204010600340","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G757410264","display_name":null,"funder_award_id":"20202010600010","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"}],"funders":[{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1590376482","https://openalex.org/W1967346783","https://openalex.org/W1986641840","https://openalex.org/W1992887976","https://openalex.org/W1997089332","https://openalex.org/W2013189957","https://openalex.org/W2019716952","https://openalex.org/W2034843425","https://openalex.org/W2038872716","https://openalex.org/W2054002482","https://openalex.org/W2064547287","https://openalex.org/W2066889585","https://openalex.org/W2090335291","https://openalex.org/W2092234783","https://openalex.org/W2112207116","https://openalex.org/W2187006464","https://openalex.org/W2189670773","https://openalex.org/W2279251824","https://openalex.org/W2329114217","https://openalex.org/W2344077254","https://openalex.org/W2522375039","https://openalex.org/W2588999845","https://openalex.org/W2601071020","https://openalex.org/W2615310803","https://openalex.org/W2615843269","https://openalex.org/W2734520852","https://openalex.org/W2963937706","https://openalex.org/W2966944519","https://openalex.org/W2975726176","https://openalex.org/W3009336723","https://openalex.org/W3011646287","https://openalex.org/W3102858866","https://openalex.org/W3113265941","https://openalex.org/W6766408475"],"related_works":["https://openalex.org/W4282043467","https://openalex.org/W2105697914","https://openalex.org/W3093197249","https://openalex.org/W1540010871","https://openalex.org/W2384104878","https://openalex.org/W3023979140","https://openalex.org/W3177545769","https://openalex.org/W2904068067","https://openalex.org/W1565491139","https://openalex.org/W617164912"],"abstract_inverted_index":{"Due":[0],"to":[1,24,29,38,69,82],"emerging":[2],"environmental":[3],"problems":[4],"from":[5],"fossil":[6],"fuel":[7],"usage":[8],"and":[9,28,41,101,121,135,151,170,180],"increasing":[10],"renewable":[11,103],"energy":[12,104],"resources":[13],"in":[14,36,60],"microgrids,":[15],"the":[16,109,152,163,171,175],"need":[17],"of":[18,47,111,117,155,167],"demand":[19],"response":[20],"(DR)":[21],"is":[22,53,67,87,144,160,178],"intensified":[23],"stabilize":[25],"irregular":[26],"balance":[27],"mitigate":[30],"carbon":[31],"dioxide":[32],"emissions":[33],"simultaneously.":[34],"However,":[35],"order":[37],"estimate":[39],"practical":[40],"factual":[42],"DR":[43,76,85,142],"potential,":[44],"an":[45],"analysis":[46,92,96],"load":[48],"characteristics":[49,154],"including":[50],"user":[51],"behavior":[52,72,100,113,190],"required":[54],"based":[55,130],"on":[56,131,162],"information":[57],"data.":[58],"Thus,":[59],"this":[61],"study,":[62],"a":[63,127],"novel":[64],"analytic":[65],"approach":[66],"proposed":[68,88,158,176],"detect":[70],"resident":[71,98,112,189],"for":[73,123],"environment":[74,166],"responsive":[75],"potential":[77,86,143],"estimation.":[78],"A":[79],"new":[80,128],"framework":[81,159],"determine":[83],"optimal":[84,141],"with":[89],"related":[90],"data":[91,116,191],"models.":[93],"In":[94],"each":[95],"model,":[97],"occupancy":[99],"forecasted":[102],"generation":[105],"are":[106,119],"estimated.":[107],"During":[108],"process":[110],"detection,":[114],"sub-metering":[115],"appliances":[118],"analyzed":[120],"profiled":[122],"multiple":[124],"purposes":[125],"by":[126],"method":[129],"hidden":[132],"Markov":[133,138],"model":[134,177],"time":[136],"varying":[137],"chain.":[139],"The":[140,157],"estimated":[145],"considering":[146],"guaranteed":[147],"residents'":[148],"comfort":[149],"constraints":[150],"dynamic":[153],"appliances.":[156],"tested":[161],"single":[164],"household":[165],"residential":[168],"region":[169],"results":[172],"present":[173],"that":[174],"environmentally":[179],"economically":[181],"effective,":[182],"while":[183],"also":[184],"suggesting":[185],"meaningful":[186],"implications":[187],"through":[188],"analysis.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}