{"id":"https://openalex.org/W2274968747","doi":"https://doi.org/10.1109/igcc.2015.7393722","title":"Proactive demand participation of heterogeneous flexible loads in smart grid","display_name":"Proactive demand participation of heterogeneous flexible loads in smart grid","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2274968747","doi":"https://doi.org/10.1109/igcc.2015.7393722","mag":"2274968747"},"language":"en","primary_location":{"id":"doi:10.1109/igcc.2015.7393722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2015.7393722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Sixth International Green and Sustainable Computing Conference (IGSC)","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/A5055725891","display_name":"Tianshu Wei","orcid":"https://orcid.org/0000-0002-6322-6192"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tianshu Wei","raw_affiliation_strings":["Electrical and Computer Engineering University of California, Riverside"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering University of California, Riverside","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020896290","display_name":"Qi Zhu","orcid":"https://orcid.org/0000-0002-7700-4099"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qi Zhu","raw_affiliation_strings":["Electrical and Computer Engineering University of California, Riverside"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering University of California, Riverside","institution_ids":["https://openalex.org/I103635307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055725891"],"corresponding_institution_ids":["https://openalex.org/I103635307"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12619744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"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/T10768","display_name":"Electric Vehicles and Infrastructure","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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.8406276702880859},{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.6690438985824585},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6599517464637756},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.52374267578125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5204627513885498},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.5076178312301636},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4854729473590851},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.47361230850219727},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.45630162954330444},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4372442960739136},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4296717047691345},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.42698273062705994},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.39030972123146057},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3876294493675232},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.3794401288032532},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2326355278491974},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.18213891983032227},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15004494786262512}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.8406276702880859},{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.6690438985824585},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6599517464637756},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.52374267578125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5204627513885498},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.5076178312301636},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4854729473590851},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.47361230850219727},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.45630162954330444},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4372442960739136},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4296717047691345},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.42698273062705994},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.39030972123146057},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3876294493675232},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.3794401288032532},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2326355278491974},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.18213891983032227},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15004494786262512},{"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/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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igcc.2015.7393722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igcc.2015.7393722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Sixth International Green and Sustainable Computing Conference (IGSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1655694450","https://openalex.org/W2016188328","https://openalex.org/W2025965975","https://openalex.org/W2055689268","https://openalex.org/W2158620383","https://openalex.org/W4237130266"],"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/W2907087623","https://openalex.org/W2782880286","https://openalex.org/W39487273","https://openalex.org/W2792887192"],"abstract_inverted_index":{"There":[0],"are":[1,183],"a":[2,32,103],"variety":[3],"of":[4,25,65,141,151,161,179,206,214],"flexible":[5,143,163,208],"energy":[6,28,36,66,79,95,149,165,212],"demand":[7,105,126,145,191],"loads":[8,166,209],"in":[9,47,76,115,188],"modern":[10],"buildings.":[11],"In":[12,61,156],"particular,":[13],"heating,":[14],"ventilation":[15],"and":[16,30,50,146,171,186],"air":[17],"conditioning":[18],"(HVAC)":[19],"system":[20,201],"accounts":[21],"for":[22,35,93],"around":[23],"50%":[24],"buildings'":[26,142],"total":[27],"consumption":[29],"is":[31,43,87,132],"major":[33],"source":[34],"scheduling":[37,54,77,160],"flexibility.":[38],"Electric":[39],"vehicle":[40],"(EV)":[41],"charging":[42,59],"an":[44],"emerging":[45],"load":[46,144],"many":[48],"buildings,":[49],"may":[51],"also":[52],"provides":[53],"flexibility":[55,75,92],"depending":[56],"on":[57,197,210],"the":[58,63,74,82,116,123,129,148,152,159,177,189,198,204,211,215],"requirements.":[60],"addition,":[62],"usage":[64,178],"storage":[67,181],"systems":[68],"such":[69,91,167],"as":[70,168,174,176],"batteries":[71],"further":[72],"increases":[73],"building":[78,110,164],"demands.":[80],"At":[81],"power":[83,154],"grid":[84],"level,":[85],"it":[86],"important":[88],"to":[89,112,122,134,138,202],"leverage":[90],"improving":[94],"efficiency.":[96],"To":[97],"this":[98,157],"end,":[99],"we":[100],"have":[101],"proposed":[102],"proactive":[104,130,190,216],"response":[106,127],"scheme":[107,131],"that":[108],"enables":[109],"customers":[111],"actively":[113],"participate":[114],"electricity":[117],"market":[118],"clearing":[119],"process.":[120],"Compared":[121],"conventional":[124],"passive":[125],"strategy,":[128],"shown":[133],"be":[135],"more":[136],"effective":[137],"take":[139],"advantage":[140],"enhance":[147],"efficiency":[150,213],"overall":[153],"system.":[155],"paper,":[158],"various":[162],"HVAC":[169],"control":[170],"EV":[172],"charging,":[173],"well":[175],"battery":[180],"system,":[182],"jointly":[184],"modeled":[185],"optimized":[187],"participation":[192],"framework.":[193],"We":[194],"conduct":[195],"experiments":[196],"IEEE":[199],"5-bus":[200],"evaluate":[203],"impact":[205],"heterogeneous":[207],"scheme.":[217]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
