{"id":"https://openalex.org/W2028551833","doi":"https://doi.org/10.1109/acc.2014.6859068","title":"Demand response with moving horizon estimation of individual thermostatic load states from aggregate power measurements","display_name":"Demand response with moving horizon estimation of individual thermostatic load states from aggregate power measurements","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2028551833","doi":"https://doi.org/10.1109/acc.2014.6859068","mag":"2028551833"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2014.6859068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2014.6859068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 American Control Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5021678427","display_name":"Evangelos Vrettos","orcid":"https://orcid.org/0000-0001-9912-9979"},"institutions":[{"id":"https://openalex.org/I2799323385","display_name":"Board of the Swiss Federal Institutes of Technology","ror":"https://ror.org/01rvn4p91","country_code":"CH","type":"government","lineage":["https://openalex.org/I2799323385"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Evangelos Vrettos","raw_affiliation_strings":["Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","EEH-Power Syst. Lab., ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","institution_ids":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"raw_affiliation_string":"EEH-Power Syst. Lab., ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015257057","display_name":"Johanna L. Mathieu","orcid":"https://orcid.org/0000-0001-8834-5350"},"institutions":[{"id":"https://openalex.org/I2799323385","display_name":"Board of the Swiss Federal Institutes of Technology","ror":"https://ror.org/01rvn4p91","country_code":"CH","type":"government","lineage":["https://openalex.org/I2799323385"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Johanna L. Mathieu","raw_affiliation_strings":["Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","EEH-Power Syst. Lab., ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","institution_ids":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"raw_affiliation_string":"EEH-Power Syst. Lab., ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089346574","display_name":"G\u00f6ran Andersson","orcid":"https://orcid.org/0000-0002-7715-7087"},"institutions":[{"id":"https://openalex.org/I2799323385","display_name":"Board of the Swiss Federal Institutes of Technology","ror":"https://ror.org/01rvn4p91","country_code":"CH","type":"government","lineage":["https://openalex.org/I2799323385"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Goran Andersson","raw_affiliation_strings":["Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","EEH-Power Syst. Lab., ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eidgenossische Technische Hochschule Zurich, Zurich, ZH, CH","institution_ids":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"raw_affiliation_string":"EEH-Power Syst. Lab., ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2632,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92753327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4846","last_page":"4853"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9908000230789185,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.979200005531311,"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/estimator","display_name":"Estimator","score":0.6370702981948853},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.60246342420578},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5687075257301331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.528852105140686},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.49525633454322815},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.45423856377601624},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3620193600654602},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.24210917949676514},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17044773697853088}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6370702981948853},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.60246342420578},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5687075257301331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.528852105140686},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.49525633454322815},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.45423856377601624},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3620193600654602},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.24210917949676514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17044773697853088},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2014.6859068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2014.6859068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 American Control Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1483299780","https://openalex.org/W1897955010","https://openalex.org/W1973830370","https://openalex.org/W1977985274","https://openalex.org/W1997158423","https://openalex.org/W1999913837","https://openalex.org/W2009022268","https://openalex.org/W2010029789","https://openalex.org/W2010625231","https://openalex.org/W2012562405","https://openalex.org/W2042443642","https://openalex.org/W2057221431","https://openalex.org/W2076335823","https://openalex.org/W2102561661","https://openalex.org/W2126635202","https://openalex.org/W2138280264","https://openalex.org/W2145546780","https://openalex.org/W2153520025","https://openalex.org/W2165030081","https://openalex.org/W2174209625","https://openalex.org/W2562854303"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4385769873","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W4311888330","https://openalex.org/W2517641583","https://openalex.org/W4221071877"],"abstract_inverted_index":{"We":[0,76,103,125],"present":[1],"an":[2],"optimization-based":[3],"state":[4,39,92,114],"estimation":[5,137],"method":[6,64,192],"that":[7,66,78,190],"allows":[8],"us":[9],"to":[10,48,52,70,175],"estimate":[11],"the":[12,30,127,130,142,163,166,191],"states":[13,140],"of":[14,29,33,36,62,129,138,144,165,197],"individual":[15],"thermostatically":[16],"controlled":[17],"loads":[18],"(TCLs),":[19],"such":[20,55],"as":[21,56,106,120],"air":[22],"conditioners":[23],"and":[24,109,148,178,183,208],"space":[25],"heaters,":[26],"from":[27,84,96],"measurements":[28,81,93],"power":[31,53,80,151],"consumption":[32],"small":[34],"aggregations":[35],"TCLs.":[37],"The":[38,59,187],"estimator":[40,115],"can":[41],"be":[42],"used":[43],"together":[44],"with":[45,72,154,173,213],"a":[46,111,121,150,170],"controller":[47,203],"provide":[49],"ancillary":[50],"services":[51],"systems":[54,108],"frequency":[57],"control.":[58],"main":[60],"advantage":[61],"this":[63],"is":[65,68,118,209],"it":[67],"designed":[69],"work":[71],"existing":[73],"communication":[74],"infrastructure.":[75],"assume":[77],"aggregate":[79],"are":[82,94],"available":[83,95],"distribution":[85],"substations":[86],"every":[87,100],"few":[88],"seconds,":[89],"while":[90],"TCL":[91,139,198],"smart":[97],"meters":[98],"only":[99],"20":[101],"minutes.":[102],"model":[104],"TCLs":[105],"hybrid":[107],"propose":[110],"moving":[112],"horizon":[113],"(MHSE),":[116],"which":[117],"formulated":[119],"mixed-integer":[122],"linear":[123],"program.":[124],"demonstrate":[126,162],"performance":[128,204],"MHSE":[131],"in":[132,141,201,205,211],"two":[133],"case":[134],"studies:":[135],"(a)":[136],"absence":[143],"external":[145],"control":[146,156,159,184],"actions,":[147],"(b)":[149],"tracking":[152],"problem":[153],"closed-loop":[155],"using":[157],"broadcast":[158],"inputs.":[160],"To":[161],"robustness":[164],"method,":[167],"we":[168],"conduct":[169],"parametric":[171],"analysis":[172],"respect":[174],"aggregation":[176],"size":[177],"diversity,":[179],"process":[180],"noise":[181],"characteristics,":[182],"trajectory":[185],"characteristics.":[186],"results":[188],"show":[189],"generally":[193],"provides":[194],"accurate":[195],"estimates":[196],"states,":[199],"resulting":[200],"improved":[202],"most":[206],"cases,":[207],"implementable":[210],"real-time":[212],"reasonable":[214],"computational":[215],"power.":[216]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}