{"id":"https://openalex.org/W2963870506","doi":"https://doi.org/10.1109/cdc.2013.6760891","title":"A dynamical systems approach to energy disaggregation","display_name":"A dynamical systems approach to energy disaggregation","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2963870506","doi":"https://doi.org/10.1109/cdc.2013.6760891","mag":"2963870506"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2013.6760891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2013.6760891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"52nd IEEE Conference on Decision and Control","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/A5002477602","display_name":"Roy Dong","orcid":"https://orcid.org/0000-0001-8034-4329"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Roy Dong","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008161296","display_name":"Lillian J. Ratliff","orcid":"https://orcid.org/0000-0001-8936-0229"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lillian Ratliff","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107841185","display_name":"Henrik Ohlsson","orcid":"https://orcid.org/0000-0001-5521-9833"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henrik Ohlsson","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103101043","display_name":"S. Shankar Sastry","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Shankar Sastry","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002477602"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":3.3103,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.92927819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6335","last_page":"6340"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9919000267982483,"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":0.9740999937057495,"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/computer-science","display_name":"Computer science","score":0.7854771614074707},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7791159152984619},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7048260569572449},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6179395914077759},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.6104682087898254},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4438704252243042},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4263922870159149},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42616671323776245},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38268762826919556},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1687673032283783},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12794175744056702},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09502527117729187},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09235253930091858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7854771614074707},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7791159152984619},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7048260569572449},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6179395914077759},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.6104682087898254},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4438704252243042},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4263922870159149},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42616671323776245},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38268762826919556},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1687673032283783},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12794175744056702},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09502527117729187},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09235253930091858},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc.2013.6760891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2013.6760891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"52nd IEEE Conference on Decision and Control","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W168840469","https://openalex.org/W178056938","https://openalex.org/W1138573735","https://openalex.org/W2038060438","https://openalex.org/W2059774060","https://openalex.org/W2060237023","https://openalex.org/W2086266373","https://openalex.org/W2117397690","https://openalex.org/W2125352166","https://openalex.org/W2150597017","https://openalex.org/W2151729265","https://openalex.org/W2163121678","https://openalex.org/W2165030081","https://openalex.org/W2165856210","https://openalex.org/W2167985623","https://openalex.org/W2169755932","https://openalex.org/W2170014209","https://openalex.org/W2255051834","https://openalex.org/W2317255732","https://openalex.org/W2921676705","https://openalex.org/W2949115596","https://openalex.org/W6606938059","https://openalex.org/W6627345084","https://openalex.org/W6634986005","https://openalex.org/W6678455074","https://openalex.org/W6682034319","https://openalex.org/W6684888087"],"related_works":["https://openalex.org/W2023578311","https://openalex.org/W4297745244","https://openalex.org/W4214628662","https://openalex.org/W2037518538","https://openalex.org/W2156822401","https://openalex.org/W3092380670","https://openalex.org/W3125847301","https://openalex.org/W4313390786","https://openalex.org/W2356819012","https://openalex.org/W4214747436"],"abstract_inverted_index":{"Energy":[0],"disaggregation,":[1],"also":[2],"known":[3],"as":[4,97,153,155],"non-intrusive":[5],"load":[6],"monitoring":[7],"(NILM),":[8],"is":[9,53,105,115],"the":[10,22,37,71,88,103,106,110,113,116,122],"task":[11,123],"of":[12,124,143],"separating":[13],"aggregate":[14],"energy":[15,23,40,66,89],"data":[16,24,35,69,152,156],"for":[17,25,64,130],"a":[18,51,56,61,83,98,158],"whole":[19],"building":[20],"into":[21,127],"individual":[26,45,95],"appliances.":[27],"Studies":[28],"have":[29],"shown":[30],"that":[31,133],"simply":[32],"providing":[33,65],"disaggregated":[34],"to":[36,70,86],"consumer":[38,72],"improves":[39],"consumption":[41],"behavior.":[42],"However,":[43],"placing":[44],"sensors":[46],"on":[47,150],"every":[48],"device":[49,96,111,117,132],"in":[50],"home":[52],"not":[54],"presently":[55],"practical":[57],"solution.":[58],"Disaggregation":[59],"provides":[60],"feasible":[62],"method":[63],"usage":[67],"behavior":[68],"which":[73],"utilizes":[74],"currently":[75],"existing":[76],"infrastructure.":[77],"In":[78,119],"this":[79,120,144],"paper,":[80],"we":[81],"present":[82],"novel":[84],"framework":[85],"perform":[87],"disaggregation":[90,125],"task.":[91],"We":[92,139],"model":[93],"each":[94,131],"single-input,":[99],"single-output":[100],"system,":[101],"where":[102],"output":[104],"power":[107,137],"consumed":[108],"by":[109],"and":[112,146],"input":[114],"usage.":[118],"framework,":[121,145],"translates":[126],"finding":[128],"inputs":[129],"generates":[134],"our":[135],"observed":[136],"consumption.":[138],"describe":[140],"an":[141],"implementation":[142],"show":[147],"its":[148],"results":[149],"simulated":[151],"well":[154],"from":[157],"small-scale":[159],"experiment.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
