{"id":"https://openalex.org/W2810165278","doi":"https://doi.org/10.1109/tii.2018.2852482","title":"Smoothing Net Load Demand Variations Using Residential Demand Management","display_name":"Smoothing Net Load Demand Variations Using Residential Demand Management","publication_year":2018,"publication_date":"2018-07-02","ids":{"openalex":"https://openalex.org/W2810165278","doi":"https://doi.org/10.1109/tii.2018.2852482","mag":"2810165278"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2018.2852482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2018.2852482","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5069725474","display_name":"Fadi Elghitani","orcid":"https://orcid.org/0000-0001-5848-5213"},"institutions":[{"id":"https://openalex.org/I4210165434","display_name":"National Telecommunications Institute","ror":"https://ror.org/05g82f642","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210165434"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Fadi Elghitani","raw_affiliation_strings":["Network Planning Department, National Telecommunication Institute, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Network Planning Department, National Telecommunication Institute, Cairo, Egypt","institution_ids":["https://openalex.org/I4210165434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020667524","display_name":"Ehab F. El\u2010Saadany","orcid":"https://orcid.org/0000-0003-0172-0686"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ehab El-Saadany","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069725474"],"corresponding_institution_ids":["https://openalex.org/I4210165434"],"apc_list":null,"apc_paid":null,"fwci":2.9613,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.91734527,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"390","last_page":"398"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9922000169754028,"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":0.9919999837875366,"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":0.736774206161499},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.7119930386543274},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6370338797569275},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5819029808044434},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.5577319264411926},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.49653154611587524},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.48112741112709045},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4633541405200958},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42577263712882996},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41595399379730225},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3767164945602417},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18365448713302612},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.10428410768508911},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09450361132621765},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09160485863685608},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07873529195785522}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.736774206161499},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7119930386543274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6370338797569275},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5819029808044434},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.5577319264411926},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.49653154611587524},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.48112741112709045},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4633541405200958},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42577263712882996},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41595399379730225},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3767164945602417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18365448713302612},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.10428410768508911},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09450361132621765},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09160485863685608},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07873529195785522},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2018.2852482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2018.2852482","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1966172613","https://openalex.org/W1975471017","https://openalex.org/W1977175923","https://openalex.org/W1994293339","https://openalex.org/W1996944908","https://openalex.org/W1998422587","https://openalex.org/W2000502807","https://openalex.org/W2005120486","https://openalex.org/W2009775084","https://openalex.org/W2028291287","https://openalex.org/W2038007012","https://openalex.org/W2058559708","https://openalex.org/W2075112518","https://openalex.org/W2084601546","https://openalex.org/W2091729253","https://openalex.org/W2093563927","https://openalex.org/W2111176322","https://openalex.org/W2122723365","https://openalex.org/W2155297377","https://openalex.org/W2592637384","https://openalex.org/W6649617573","https://openalex.org/W6734048756"],"related_works":["https://openalex.org/W2522559011","https://openalex.org/W2555175041","https://openalex.org/W2591208647","https://openalex.org/W4239205706","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":{"One":[0],"of":[1,9,21,45,67,71,112],"the":[2,6,18,33,42,46,64,105],"major":[3],"obstacles":[4],"facing":[5],"large-scale":[7],"integration":[8],"renewable":[10],"energy":[11],"sources":[12],"to":[13,26,103],"existing":[14],"power":[15,47,61],"networks":[16],"is":[17,115],"large":[19,69],"magnitude":[20],"fluctuations":[22],"and":[23,40,90],"uncertainties":[24],"introduced":[25],"aggregated":[27],"demand":[28,65,78,108],"profiles.":[29],"Such":[30],"variations":[31,62],"make":[32],"supply-demand":[34],"matching":[35],"a":[36,68,77],"more":[37],"challenging":[38],"task,":[39],"increase":[41],"operational":[43],"cost":[44],"system.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52],"provide":[53],"an":[54,100],"effective,":[55],"yet":[56],"simple,":[57],"methodology":[58,114],"for":[59],"smoothing":[60],"using":[63,99,117],"response":[66],"number":[70],"residential":[72],"appliances.":[73],"We":[74],"first":[75],"present":[76],"aggregation":[79],"model":[80],"based":[81],"on":[82],"queueing":[83],"theory":[84],"that":[85],"can":[86],"accommodate":[87],"both":[88],"deferrable":[89],"thermostatically":[91],"controlled":[92],"loads.":[93],"Second,":[94],"controllable":[95],"demands":[96],"are":[97],"scheduled":[98],"online":[101],"algorithm":[102],"smooth":[104],"net":[106],"noncontrollable":[107],"profile.":[109],"The":[110],"performance":[111],"our":[113],"evaluated":[116],"realistic":[118],"data.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
