{"id":"https://openalex.org/W2038619526","doi":"https://doi.org/10.1109/percom.2012.6199851","title":"SmartCap: Flattening peak electricity demand in smart homes","display_name":"SmartCap: Flattening peak electricity demand in smart homes","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2038619526","doi":"https://doi.org/10.1109/percom.2012.6199851","mag":"2038619526"},"language":"en","primary_location":{"id":"doi:10.1109/percom.2012.6199851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2012.6199851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Pervasive Computing and Communications","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/A5043080680","display_name":"Sean Barker","orcid":"https://orcid.org/0000-0003-3844-7687"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sean Barker","raw_affiliation_strings":["University of Massachusetts, Amherst, USA","University of Massachusetts-Amherst, USA,"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts-Amherst, USA,","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064669221","display_name":"Aditya Mishra","orcid":"https://orcid.org/0000-0002-5086-7484"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aditya Mishra","raw_affiliation_strings":["University of Massachusetts, Amherst, USA","University of Massachusetts-Amherst, USA,"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts-Amherst, USA,","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059310848","display_name":"David Irwin","orcid":"https://orcid.org/0000-0003-1722-4927"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Irwin","raw_affiliation_strings":["University of Massachusetts, Amherst, USA","University of Massachusetts-Amherst, USA,"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts-Amherst, USA,","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032939724","display_name":"Prashant Shenoy","orcid":"https://orcid.org/0000-0002-5435-1901"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashant Shenoy","raw_affiliation_strings":["University of Massachusetts, Amherst, USA","University of Massachusetts-Amherst, USA,"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"University of Massachusetts-Amherst, USA,","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056332821","display_name":"Jeannie Albrecht","orcid":"https://orcid.org/0000-0001-7476-4730"},"institutions":[{"id":"https://openalex.org/I22675022","display_name":"Williams College","ror":"https://ror.org/04avkmd49","country_code":"US","type":"education","lineage":["https://openalex.org/I22675022"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeannie Albrecht","raw_affiliation_strings":["University of Massachusetts, Amherst, USA","Williams College, USA,"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst, USA","institution_ids":["https://openalex.org/I24603500"]},{"raw_affiliation_string":"Williams College, USA,","institution_ids":["https://openalex.org/I22675022"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043080680"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":15.2287,"has_fulltext":false,"cited_by_count":152,"citation_normalized_percentile":{"value":0.99293743,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"75"},"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/T12546","display_name":"Smart Parking Systems Research","score":0.9944000244140625,"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/T12238","display_name":"Green IT and Sustainability","score":0.988099992275238,"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/testbed","display_name":"Testbed","score":0.7302290201187134},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6624109745025635},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.6218863129615784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6092320084571838},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.5709171295166016},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5585851669311523},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5037073493003845},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4803013205528259},{"id":"https://openalex.org/keywords/peak-load","display_name":"Peak load","score":0.45571210980415344},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.42890673875808716},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.34195196628570557},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.31252530217170715},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.24039390683174133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2243497371673584},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.17824921011924744},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14474838972091675},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11422815918922424},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10507410764694214}],"concepts":[{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.7302290201187134},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6624109745025635},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.6218863129615784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092320084571838},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.5709171295166016},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5585851669311523},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5037073493003845},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4803013205528259},{"id":"https://openalex.org/C2986689482","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Peak load","level":2,"score":0.45571210980415344},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.42890673875808716},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.34195196628570557},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.31252530217170715},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.24039390683174133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2243497371673584},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.17824921011924744},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14474838972091675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11422815918922424},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10507410764694214}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/percom.2012.6199851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2012.6199851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Pervasive Computing and Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.221.2314","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.221.2314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.umass.edu/%7Elass/papers/pdf/smartcap2012.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W147998426","https://openalex.org/W1547971667","https://openalex.org/W1604683485","https://openalex.org/W2007361964","https://openalex.org/W2016897301","https://openalex.org/W2017037429","https://openalex.org/W2036084765","https://openalex.org/W2088176067","https://openalex.org/W2098068196","https://openalex.org/W2104718371","https://openalex.org/W2159065056","https://openalex.org/W2169473777","https://openalex.org/W6632672317"],"related_works":["https://openalex.org/W2171108821","https://openalex.org/W2353074559","https://openalex.org/W2074513827","https://openalex.org/W1498762745","https://openalex.org/W2402141875","https://openalex.org/W148990555","https://openalex.org/W1589973774","https://openalex.org/W39487273","https://openalex.org/W2607274655","https://openalex.org/W1986909959"],"abstract_inverted_index":{"Flattening":[0],"household":[1,20,95],"electricity":[2,75],"demand":[3,76],"reduces":[4],"generation":[5],"costs,":[6],"since":[7],"costs":[8],"are":[9,23],"disproportionately":[10],"affected":[11],"by":[12,77,98,204],"peak":[13,177],"demands.":[14],"While":[15],"the":[16,63,99,108,191,197,201,212],"vast":[17],"majority":[18],"of":[19,36,50],"electrical":[21],"loads":[22,43,81,122,164],"interactive":[24],"and":[25,56,119,135,188],"have":[26,115],"little":[27],"scheduling":[28,78,92],"flexibility":[29],"(TVs,":[30],"microwaves,":[31],"etc.),":[32],"a":[33,67,87,112,138,156],"substantial":[34],"fraction":[35],"home":[37,68,140],"energy":[38],"use":[39,145],"derives":[40],"from":[41,137,190,200],"background":[42,80,163],"with":[44,82,155],"some,":[45],"albeit":[46],"limited,":[47],"flexibility.":[48,84],"Examples":[49],"such":[51,83],"devices":[52],"include":[53],"A/Cs,":[54],"refrigerators,":[55],"dehumidifiers.":[57],"In":[58],"this":[59,146],"paper,":[60],"we":[61,114,128],"study":[62],"extent":[64],"to":[65,71,148],"which":[66],"is":[69,173,214],"able":[70],"transparently":[72],"flatten":[73],"its":[74],"only":[79],"We":[85,105,144],"propose":[86],"Least":[88],"Slack":[89],"First":[90,103],"(LSF)":[91],"algorithm":[93,109],"for":[94,117,141],"loads,":[96],"inspired":[97],"well-known":[100],"Earliest":[101],"Deadline":[102],"algorithm.":[104],"then":[106],"integrate":[107],"into":[110],"Smart-Cap,":[111],"system":[113],"built":[116],"monitoring":[118],"controlling":[120],"electric":[121],"in":[123],"homes.":[124],"To":[125],"evaluate":[126],"LSF,":[127],"collected":[129],"power":[130,185,203],"data":[131,147],"at":[132,215],"outlets,":[133],"panels,":[134],"switches":[136],"real":[139,157],"82":[142],"days.":[143],"drive":[149],"simulations,":[150],"as":[151,153,165],"well":[152],"experiment":[154],"testbed":[158],"implementation":[159],"that":[160,171,180],"uses":[161],"similar":[162],"our":[166],"home.":[167],"Our":[168],"results":[169],"indicate":[170],"LSF":[172,195],"most":[174],"useful":[175],"during":[176],"usage":[178],"periods":[179,210],"exhibit":[181],"\u201cpeaky\u201d":[182],"behavior,":[183],"where":[184,211],"deviates":[186],"frequently":[187],"significantly":[189],"average.":[192],"For":[193],"example,":[194],"decreases":[196],"average":[198],"deviation":[199,213],"mean":[202],"over":[205],"20%":[206],"across":[207],"all":[208],"4-hour":[209],"least":[216],"400":[217],"watts.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":21},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
