{"id":"https://openalex.org/W4312960552","doi":"https://doi.org/10.1109/iicaiet55139.2022.9936765","title":"Energy Efficient Scheduling in Smart Home using Deep Reinforcement Learning","display_name":"Energy Efficient Scheduling in Smart Home using Deep Reinforcement Learning","publication_year":2022,"publication_date":"2022-09-13","ids":{"openalex":"https://openalex.org/W4312960552","doi":"https://doi.org/10.1109/iicaiet55139.2022.9936765"},"language":"en","primary_location":{"id":"doi:10.1109/iicaiet55139.2022.9936765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iicaiet55139.2022.9936765","pdf_url":null,"source":{"id":"https://openalex.org/S4363608273","display_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","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/A5025885208","display_name":"Akram Roslann","orcid":null},"institutions":[{"id":"https://openalex.org/I112982808","display_name":"Universiti Sains Islam Malaysia","ror":"https://ror.org/020ast312","country_code":"MY","type":"education","lineage":["https://openalex.org/I112982808"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Akram Roslann","raw_affiliation_strings":["Universiti Sains Islam Malaysia,Department of Electronic Engineering,Nilai,Malaysia","Department of Electronic Engineering, Universiti Sains Islam Malaysia, Nilai, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Sains Islam Malaysia,Department of Electronic Engineering,Nilai,Malaysia","institution_ids":["https://openalex.org/I112982808"]},{"raw_affiliation_string":"Department of Electronic Engineering, Universiti Sains Islam Malaysia, Nilai, Malaysia","institution_ids":["https://openalex.org/I112982808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011683840","display_name":"Fauzun Abdullah Asuhaimi","orcid":"https://orcid.org/0000-0002-0599-7132"},"institutions":[{"id":"https://openalex.org/I112982808","display_name":"Universiti Sains Islam Malaysia","ror":"https://ror.org/020ast312","country_code":"MY","type":"education","lineage":["https://openalex.org/I112982808"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Fauzun Abdullah Asuhaimi","raw_affiliation_strings":["Universiti Sains Islam Malaysia,Department of Electronic Engineering,Nilai,Malaysia","Department of Electronic Engineering, Universiti Sains Islam Malaysia, Nilai, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Sains Islam Malaysia,Department of Electronic Engineering,Nilai,Malaysia","institution_ids":["https://openalex.org/I112982808"]},{"raw_affiliation_string":"Department of Electronic Engineering, Universiti Sains Islam Malaysia, Nilai, Malaysia","institution_ids":["https://openalex.org/I112982808"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011814227","display_name":"Khairul Nabilah Zainul Ariffin","orcid":"https://orcid.org/0000-0002-5831-8607"},"institutions":[{"id":"https://openalex.org/I112982808","display_name":"Universiti Sains Islam Malaysia","ror":"https://ror.org/020ast312","country_code":"MY","type":"education","lineage":["https://openalex.org/I112982808"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Khairul Nabilah Zainul Ariffin","raw_affiliation_strings":["Universiti Sains Islam Malaysia,Department of Electronic Engineering,Nilai,Malaysia","Department of Electronic Engineering, Universiti Sains Islam Malaysia, Nilai, Malaysia"],"affiliations":[{"raw_affiliation_string":"Universiti Sains Islam Malaysia,Department of Electronic Engineering,Nilai,Malaysia","institution_ids":["https://openalex.org/I112982808"]},{"raw_affiliation_string":"Department of Electronic Engineering, Universiti Sains Islam Malaysia, Nilai, Malaysia","institution_ids":["https://openalex.org/I112982808"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025885208"],"corresponding_institution_ids":["https://openalex.org/I112982808"],"apc_list":null,"apc_paid":null,"fwci":0.3219,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47879483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9811000227928162,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9713000059127808,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7995911836624146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7163846492767334},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6613726615905762},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6216599941253662},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5741928815841675},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4146523177623749},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41193491220474243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3294753432273865},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.29787230491638184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1005154550075531},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08228963613510132}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7995911836624146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7163846492767334},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6613726615905762},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6216599941253662},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5741928815841675},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4146523177623749},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41193491220474243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3294753432273865},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.29787230491638184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1005154550075531},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08228963613510132}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iicaiet55139.2022.9936765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iicaiet55139.2022.9936765","pdf_url":null,"source":{"id":"https://openalex.org/S4363608273","display_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2058559708","https://openalex.org/W2121863487","https://openalex.org/W2145339207","https://openalex.org/W2277948250","https://openalex.org/W2343892326","https://openalex.org/W2625874945","https://openalex.org/W2896384098","https://openalex.org/W2901645090","https://openalex.org/W2902257695","https://openalex.org/W2909510634","https://openalex.org/W2924196570","https://openalex.org/W2926295867","https://openalex.org/W2926550755","https://openalex.org/W2941693457"],"related_works":["https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2112121444","https://openalex.org/W2031695474","https://openalex.org/W3084456289","https://openalex.org/W3204654320"],"abstract_inverted_index":{"In":[0,71,175,206],"a":[1,45,50,55,84,136,173,228,239,242,248,252,278],"smart":[2,46,130,229,243],"home,":[3],"the":[4,7,21,29,35,38,117,122,126,129,144,151,159,164,176,179,186,189,197,212,218,281,285,299],"scheduling":[5,36,78,187,270,273],"of":[6,9,23,31,37,41,74,79,128,143,154,167,188,211,214,241,247,254,257,284,301],"period":[8],"time":[10,40,283],"that":[11,163,220,245,274,303],"household":[12,80,156,190,198,286],"appliances":[13,43,81,157,199,287],"are":[14,221,235],"allowed":[15],"to":[16,65,98,134,149,172,185,223,262,268,291,297],"be":[17,66,107,292],"operational":[18,39,282],"necessarily":[19],"requires":[20,58],"adjustment":[22],"multiple":[24,42],"parameters":[25],"in":[26,44,63,68,110,116,132,158,227,238,266,295],"accordance":[27],"with":[28,125],"amount":[30,166,300],"available":[32],"energy.":[33],"Nevertheless,":[34],"home":[47,131,230,244],"itself":[48],"is":[49,96,146,170,182,193,304],"difficult":[51],"problem,":[52],"and":[53,204,251,272],"as":[54],"result,":[56],"it":[57],"an":[59],"intelligent,":[60],"heuristic":[61],"method":[62,105],"order":[64,133,296],"solved":[67],"polynomial":[69],"time.":[70,102],"this":[72],"piece":[73],"research,":[75],"we":[76],"propose":[77],"based":[82,276],"on":[83,277],"well-known":[85],"value":[86,142],"iterative":[87],"reinforcement":[88],"learning":[89,119],"technique":[90,95],"called":[91],"Quality":[92],"learning.":[93],"This":[94,192],"used":[97,148],"learn":[99],"values":[100],"over":[101],"The":[103,113,141,233],"proposed":[104],"will":[106],"carried":[108,236],"out":[109,237],"two":[111,201],"stages.":[112],"first":[114],"step":[115],"Q":[118],"process":[120],"involves":[121],"agents":[123,219],"interacting":[124],"environment":[127],"earn":[135],"reward":[137,145],"for":[138],"their":[139],"efforts.":[140],"then":[147],"schedule":[150],"operating":[152],"times":[153],"various":[155],"subsequent":[160],"state":[161],"so":[162],"total":[165],"energy":[168,302],"consumed":[169],"kept":[171],"minimum.":[174],"second":[177],"phase,":[178],"user's":[180],"dissatisfaction":[181],"maintained":[183],"due":[184],"appliances.":[191,258],"accomplished":[194],"by":[195,208],"classifying":[196],"into":[200],"groups:":[202],"shiftable":[203],"non-shiftable.":[205],"addition,":[207],"making":[209],"use":[210],"phenomenon":[213],"shared":[215],"memory":[216],"synchronisation,":[217],"connected":[222],"each":[224],"individual":[225],"appliance":[226],"become":[231],"synchronised.":[232],"simulations":[234],"model":[240],"consists":[246],"single":[249],"person":[250],"number":[253],"different":[255],"types":[256],"It":[259],"has":[260,288],"come":[261],"our":[263],"attention":[264],"that,":[265],"contrast":[267],"manual":[269],"algorithm":[271],"was":[275],"demand-response":[279],"strategy,":[280],"been":[289],"revealed":[290],"effectively":[293],"scheduled":[294],"reduce":[298],"consumed.":[305]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
