{"id":"https://openalex.org/W3107101631","doi":"https://doi.org/10.1109/access.2020.3039965","title":"Fuzzy Based Particle Swarm Optimization for Modeling Home Appliances Towards Energy Saving and Cost Reduction Under Demand Response Consideration","display_name":"Fuzzy Based Particle Swarm Optimization for Modeling Home Appliances Towards Energy Saving and Cost Reduction Under Demand Response Consideration","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3107101631","doi":"https://doi.org/10.1109/access.2020.3039965","mag":"3107101631"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3039965","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039965","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268107.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/ielx7/6287639/6514899/09268107.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020132471","display_name":"K. Parvin","orcid":"https://orcid.org/0009-0002-5574-9759"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Khadija Parvin","raw_affiliation_strings":["Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075155216","display_name":"M. A. Hannan","orcid":"https://orcid.org/0000-0001-8367-4112"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. A. Hannan","raw_affiliation_strings":["Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-8367-4112","affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076206391","display_name":"Ali Q. Al\u2010Shetwi","orcid":"https://orcid.org/0000-0002-6581-9629"},"institutions":[{"id":"https://openalex.org/I3133211407","display_name":"Fahd bin Sultan University","ror":"https://ror.org/01epw0x06","country_code":"SA","type":"education","lineage":["https://openalex.org/I3133211407"]},{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]},{"id":"https://openalex.org/I874769580","display_name":"Tenaga Nasional Berhad (Malaysia)","ror":"https://ror.org/04jjxmt88","country_code":"MY","type":"company","lineage":["https://openalex.org/I874769580"]}],"countries":["MY","SA"],"is_corresponding":false,"raw_author_name":"Ali Q. Al-Shetwi","raw_affiliation_strings":["Department of Electrical Engineering, Fahad Bin Sultan University, Tabuk, Saudi Arabia","Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-6581-9629","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Fahad Bin Sultan University, Tabuk, Saudi Arabia","institution_ids":["https://openalex.org/I3133211407"]},{"raw_affiliation_string":"Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I874769580","https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047982701","display_name":"Pin Jern Ker","orcid":"https://orcid.org/0000-0002-5703-1735"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]},{"id":"https://openalex.org/I874769580","display_name":"Tenaga Nasional Berhad (Malaysia)","ror":"https://ror.org/04jjxmt88","country_code":"MY","type":"company","lineage":["https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Pin Jern Ker","raw_affiliation_strings":["Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia","Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5703-1735","affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]},{"raw_affiliation_string":"Institute of Sustainable Energy, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I874769580","https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027461505","display_name":"M.F. Roslan","orcid":"https://orcid.org/0000-0003-0984-4210"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"M. F. Roslan","raw_affiliation_strings":["Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0984-4210","affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Universiti Tenaga Nasional, Kajang, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005529250","display_name":"T.M.I. Mahlia","orcid":"https://orcid.org/0000-0002-6985-929X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"T. M. Indra Mahlia","raw_affiliation_strings":["School of Information, Systems and Modeling, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information, Systems and Modeling, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020132471"],"corresponding_institution_ids":["https://openalex.org/I79156528"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9125,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.91637184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"210784","last_page":"210799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9983999729156494,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9872999787330627,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.691867470741272},{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.629047155380249},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5831850171089172},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5023593902587891},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4921664595603943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4872561991214752},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4781288206577301},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.47741997241973877},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.46640247106552124},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.4585781395435333},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.39095669984817505},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.33560407161712646},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3335573077201843},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2303580939769745},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.22873494029045105},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1349613070487976},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07462796568870544}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.691867470741272},{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.629047155380249},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5831850171089172},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5023593902587891},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4921664595603943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4872561991214752},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4781288206577301},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.47741997241973877},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.46640247106552124},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.4585781395435333},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.39095669984817505},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.33560407161712646},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3335573077201843},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2303580939769745},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.22873494029045105},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1349613070487976},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07462796568870544},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3039965","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039965","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268107.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:da11f87611f04ca0b71d7490a88cb2ba","is_oa":true,"landing_page_url":"https://doaj.org/article/da11f87611f04ca0b71d7490a88cb2ba","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 210784-210799 (2020)","raw_type":"article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/145463","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/145463","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3039965","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039965","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09268107.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":[{"score":0.46000000834465027,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4515360356","display_name":null,"funder_award_id":"20190101LRGS","funder_id":"https://openalex.org/F4320325210","funder_display_name":"Universiti Tenaga Nasional"},{"id":"https://openalex.org/G5668954222","display_name":null,"funder_award_id":"20190101LRGS","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"}],"funders":[{"id":"https://openalex.org/F4320319061","display_name":"Tenaga Nasional Berhad","ror":"https://ror.org/04jjxmt88"},{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"},{"id":"https://openalex.org/F4320325210","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3107101631.pdf","grobid_xml":"https://content.openalex.org/works/W3107101631.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1786686177","https://openalex.org/W1967449400","https://openalex.org/W1977209346","https://openalex.org/W1981108443","https://openalex.org/W1988942731","https://openalex.org/W2007540906","https://openalex.org/W2026208021","https://openalex.org/W2042569829","https://openalex.org/W2045674374","https://openalex.org/W2047866992","https://openalex.org/W2051878279","https://openalex.org/W2057111548","https://openalex.org/W2059465213","https://openalex.org/W2094068576","https://openalex.org/W2099896773","https://openalex.org/W2115087314","https://openalex.org/W2151562984","https://openalex.org/W2257711382","https://openalex.org/W2309225173","https://openalex.org/W2329597761","https://openalex.org/W2341721993","https://openalex.org/W2343892326","https://openalex.org/W2517167741","https://openalex.org/W2554833355","https://openalex.org/W2581106732","https://openalex.org/W2585295129","https://openalex.org/W2593806704","https://openalex.org/W2606833567","https://openalex.org/W2737044033","https://openalex.org/W2754029504","https://openalex.org/W2754745433","https://openalex.org/W2772421556","https://openalex.org/W2782093969","https://openalex.org/W2787257507","https://openalex.org/W2801424816","https://openalex.org/W2885926412","https://openalex.org/W2894375619","https://openalex.org/W2900166784","https://openalex.org/W2900717931","https://openalex.org/W2908571787","https://openalex.org/W2911905556","https://openalex.org/W2921283480","https://openalex.org/W2929815593","https://openalex.org/W2939820773","https://openalex.org/W2964461412","https://openalex.org/W2980114529","https://openalex.org/W2984013859","https://openalex.org/W4285719527","https://openalex.org/W4387686713","https://openalex.org/W6739872783"],"related_works":["https://openalex.org/W1997024178","https://openalex.org/W2555175041","https://openalex.org/W2749199243","https://openalex.org/W2091975736","https://openalex.org/W2591208647","https://openalex.org/W2051424243","https://openalex.org/W2133545517","https://openalex.org/W4242776061","https://openalex.org/W2522559011","https://openalex.org/W2977117508"],"abstract_inverted_index":{"Recently,":[0],"homes":[1],"consume":[2],"around":[3],"40%":[4],"of":[5,11,21,58,292],"world":[6],"power":[7,67,180,252,280],"and":[8,36,66,93,101,105,117,123,126,143,163,179,193,201,204,207,212,253,258,265,279],"produce":[9],"21%":[10],"the":[12,18,24,63,71,75,113,136,150,160,164,186,191,218,221,226,230,242,249,270,277,286],"total":[13],"greenhouse":[14],"gas":[15],"emissions.":[16],"Thus,":[17,285],"proper":[19],"management":[20,46],"energy":[22,45,115,140,194,298],"in":[23],"domestic":[25,53,86,154],"sector":[26],"is":[27,49,61,172,294],"a":[28,33],"vital":[29],"element":[30],"for":[31,135,153,196,209,248,262],"creating":[32],"sustainable":[34,297],"environment":[35],"cost":[37,65,118,144,178,192,254,278],"reduction.":[38],"In":[39,239,268],"this":[40,59,240],"study,":[41],"an":[42,81,176],"intelligent":[43],"home":[44,231],"system":[47],"(HEMS)":[48],"developed":[50,110,134,173,187,287],"to":[51,138,174,236,275],"control":[52,229],"appliances":[54,72,88,232],"load.":[55],"The":[56,85,109,182],"motivation":[57],"work":[60],"reduced":[62],"electricity":[64],"consumption":[68,116,195,281],"from":[69],"all":[70],"by":[73,199,255],"maintaining":[74],"customer's":[76],"high":[77],"comfort":[78],"level":[79],"using":[80,107],"efficient":[82,283],"optimized":[83,290],"controller.":[84],"household":[87],"such":[89],"as":[90],"heating":[91],"ventilation":[92],"air":[94],"conditioning":[95],"(HVAC),":[96],"electric":[97],"water":[98],"heater":[99],"(EWH)":[100],"lighting":[102],"were":[103],"modelled":[104],"analysed":[106,112],"Simulink/Matlab.":[108],"models":[111],"appliances'":[114],"sceneries":[119],"during":[120,146],"peak,":[121],"off-peak":[122,127],"both":[124],"peak":[125,197],"hours.":[128],"Fuzzy":[129],"logic":[130],"controller":[131,189,247,291],"(FLC)":[132],"was":[133],"HEMS":[137,250,293],"perform":[139],"utilization":[141],"estimation":[142],"analysis":[145],"these":[147],"periods":[148],"taking":[149],"Malaysian":[151],"tariff":[152],"use":[155],"into":[156],"consideration.":[157],"To":[158,216],"improve":[159],"FLC":[161,188,237],"outcomes":[162],"membership":[165],"function":[166],"constraint,":[167],"particle":[168],"swarm":[169],"optimization":[170],"(PSO)":[171],"ensure":[175],"optimal":[177,219],"consumption.":[181],"results":[183,223],"showed":[184],"that":[185,225],"minimized":[190,251],"period":[198],"19.72%":[200],"20.34%,":[202],"26.71%":[203],"26.67%,":[205],"37.5%":[206],"33.33%":[208],"HVAC,":[210,263],"EWH,":[211,264],"dimmable":[213],"lamps,":[214],"respectively.":[215,267],"validate":[217],"performance,":[220],"obtained":[222],"shows":[224,272],"FLC-PSO":[227,243],"can":[228],"more":[233],"significantly":[234],"compared":[235],"only.":[238],"regard,":[241],"based":[244],"optimum":[245],"scheduled":[246],"36.17%-36.54%,":[256],"54.54%-55.76%,":[257],"62.5%-58%":[259],"per":[260],"day":[261],"light,":[266],"sum,":[269],"PSO":[271],"good":[273],"performance":[274],"reduce":[276],"toward":[282],"HEMS.":[284],"fuzzy-based":[288],"heuristic":[289],"beneficial":[295],"towards":[296],"utilization.":[299]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}
