{"id":"https://openalex.org/W2954802233","doi":"https://doi.org/10.1109/isgt.2019.8791595","title":"Smart Households Demand Response Management with Micro Grid","display_name":"Smart Households Demand Response Management with Micro Grid","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2954802233","doi":"https://doi.org/10.1109/isgt.2019.8791595","mag":"2954802233"},"language":"en","primary_location":{"id":"doi:10.1109/isgt.2019.8791595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt.2019.8791595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.03641","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085546022","display_name":"Hossein Mohammadi Ruzbahani","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossein Mohammadi Ruzbahani","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000621523","display_name":"Abolfazl Rahimnejad","orcid":"https://orcid.org/0000-0002-2203-9075"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abolfazl Rahimnejad","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102945288","display_name":"Hadis Karimipour","orcid":"https://orcid.org/0000-0001-7948-4033"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hadis Karimipour","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8749,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94062097,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9883000254631042,"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"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.98580002784729,"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/demand-response","display_name":"Demand response","score":0.8035966157913208},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.8022317886352539},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6497972011566162},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6211379170417786},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.618377685546875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5604375600814819},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.5036596655845642},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.48737412691116333},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4773816466331482},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.46662580966949463},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4621278941631317},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4252275824546814},{"id":"https://openalex.org/keywords/energy-management-system","display_name":"Energy management system","score":0.41760313510894775},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3425642251968384},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3053373694419861},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18066883087158203},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1542753279209137},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.133561909198761},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13311240077018738}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.8035966157913208},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.8022317886352539},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6497972011566162},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6211379170417786},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.618377685546875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5604375600814819},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.5036596655845642},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.48737412691116333},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4773816466331482},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.46662580966949463},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4621278941631317},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4252275824546814},{"id":"https://openalex.org/C2781260460","wikidata":"https://www.wikidata.org/wiki/Q6139999","display_name":"Energy management system","level":4,"score":0.41760313510894775},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3425642251968384},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3053373694419861},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18066883087158203},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1542753279209137},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.133561909198761},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13311240077018738},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgt.2019.8791595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt.2019.8791595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1907.03641","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.03641","pdf_url":"https://arxiv.org/pdf/1907.03641","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.03641","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.03641","pdf_url":"https://arxiv.org/pdf/1907.03641","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.6200000047683716,"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":12,"referenced_works":["https://openalex.org/W1978684196","https://openalex.org/W1983520291","https://openalex.org/W2039238935","https://openalex.org/W2055134499","https://openalex.org/W2068717152","https://openalex.org/W2094490323","https://openalex.org/W2149380238","https://openalex.org/W2183242318","https://openalex.org/W2323317591","https://openalex.org/W2589933305","https://openalex.org/W2747425734","https://openalex.org/W6610783142"],"related_works":["https://openalex.org/W2522559011","https://openalex.org/W2555175041","https://openalex.org/W4239205706","https://openalex.org/W2591208647","https://openalex.org/W4239297229","https://openalex.org/W2888353983","https://openalex.org/W3209288936","https://openalex.org/W2907087623","https://openalex.org/W2782880286","https://openalex.org/W39487273"],"abstract_inverted_index":{"Nowadays":[0],"the":[1,8,23,82],"emerging":[2],"smart":[3],"grid":[4],"technology":[5],"opens":[6],"up":[7],"possibility":[9],"of":[10,25,107],"two-way":[11],"communication":[12],"between":[13],"customers":[14,30],"and":[15,31,84,95,117],"energy":[16,79],"utilities.":[17],"Demand":[18,44],"Response":[19,45],"Management":[20],"(DRM)":[21],"offers":[22],"promise":[24],"saving":[26],"money":[27],"for":[28,56,104],"commercial":[29],"households":[32],"while":[33],"helps":[34],"utilities":[35],"operate":[36],"more":[37],"efficiently.":[38],"In":[39],"this":[40],"paper,":[41],"an":[42],"Incentive-based":[43],"Optimization":[46],"(IDRO)":[47],"model":[48],"is":[49,65,93],"proposed":[50,63,91],"to":[51],"efficiently":[52],"schedule":[53],"household":[54],"appliances":[55],"minimum":[57],"usage":[58],"during":[59],"peak":[60],"hours.":[61],"The":[62,90],"method":[64,92],"a":[66,105,111],"multi-objective":[67],"optimization":[68],"technique":[69],"based":[70],"on":[71],"Nonlinear":[72],"Auto-Regressive":[73],"Neural":[74],"Network":[75],"(NAR-NN)":[76],"which":[77],"considers":[78],"provided":[80],"by":[81],"utility":[83],"rooftop":[85],"installed":[86],"photovoltaic":[87],"(PV)":[88],"system.":[89],"tested":[94],"verified":[96],"using":[97],"300":[98],"case":[99],"studies":[100],"(household).":[101],"Data":[102],"analysis":[103],"period":[106],"one":[108],"year":[109],"shows":[110],"noticeable":[112],"improvement":[113],"in":[114],"power":[115],"factor":[116],"customers'":[118],"bill.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-07-12T00:00:00"}