{"id":"https://openalex.org/W2100930145","doi":"https://doi.org/10.1109/icacci.2013.6637447","title":"On electrical load disaggregation using factor graphs","display_name":"On electrical load disaggregation using factor graphs","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2100930145","doi":"https://doi.org/10.1109/icacci.2013.6637447","mag":"2100930145"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2013.6637447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2013.6637447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5073017895","display_name":"Y. G. Goutam","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Y. G. Goutam","raw_affiliation_strings":["TATA Consultancy Services, Innovation Labs, Bangalore, INDIA","Innovation Labs, TATA Consultancy Services, Bangalore, INDIA"],"affiliations":[{"raw_affiliation_string":"TATA Consultancy Services, Innovation Labs, Bangalore, INDIA","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Innovation Labs, TATA Consultancy Services, Bangalore, INDIA","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035666448","display_name":"M Girish Chandra","orcid":"https://orcid.org/0000-0002-1479-0504"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Girish Chandra","raw_affiliation_strings":["TATA Consultancy Services, Innovation Labs, Bangalore, INDIA","Innovation Labs, TATA Consultancy Services, Bangalore, INDIA"],"affiliations":[{"raw_affiliation_string":"TATA Consultancy Services, Innovation Labs, Bangalore, INDIA","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Innovation Labs, TATA Consultancy Services, Bangalore, INDIA","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011516420","display_name":"Krishnan Srinivasarengan","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Krishnan Srinivasarengan","raw_affiliation_strings":["TATA Consultancy Services, Innovation Labs, Bangalore, INDIA","Innovation Labs, TATA Consultancy Services, Bangalore, INDIA"],"affiliations":[{"raw_affiliation_string":"TATA Consultancy Services, Innovation Labs, Bangalore, INDIA","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Innovation Labs, TATA Consultancy Services, Bangalore, INDIA","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053049612","display_name":"Swanand Kadhe","orcid":"https://orcid.org/0000-0003-2006-1030"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swanand Kadhe","raw_affiliation_strings":["ECE Department, Texas A&M University, College Station, TX, US","ECE Dept., Texas A&M Univ., College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Texas A&M University, College Station, TX, US","institution_ids":["https://openalex.org/I91045830"]},{"raw_affiliation_string":"ECE Dept., Texas A&M Univ., College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073017895"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14590668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1759","last_page":"1764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9940999746322632,"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/computer-science","display_name":"Computer science","score":0.7305827736854553},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6687792539596558},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5797849893569946},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.5353897213935852},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.526216983795166},{"id":"https://openalex.org/keywords/elegance","display_name":"Elegance","score":0.5120137333869934},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.5097984671592712},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.49442458152770996},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.48051556944847107},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47208401560783386},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43917742371559143},{"id":"https://openalex.org/keywords/load-factor","display_name":"Load factor","score":0.43276673555374146},{"id":"https://openalex.org/keywords/factor-graph","display_name":"Factor graph","score":0.43106770515441895},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33882659673690796},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3260381817817688},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25877609848976135},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21292516589164734},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.18658378720283508},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16113051772117615},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14594987034797668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12841546535491943},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09547290205955505},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.0884564220905304},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08826175332069397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305827736854553},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6687792539596558},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5797849893569946},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.5353897213935852},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.526216983795166},{"id":"https://openalex.org/C2778698498","wikidata":"https://www.wikidata.org/wiki/Q1207152","display_name":"Elegance","level":2,"score":0.5120137333869934},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.5097984671592712},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.49442458152770996},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.48051556944847107},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47208401560783386},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43917742371559143},{"id":"https://openalex.org/C3283095","wikidata":"https://www.wikidata.org/wiki/Q1340282","display_name":"Load factor","level":2,"score":0.43276673555374146},{"id":"https://openalex.org/C159246509","wikidata":"https://www.wikidata.org/wiki/Q5428725","display_name":"Factor graph","level":3,"score":0.43106770515441895},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33882659673690796},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3260381817817688},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25877609848976135},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21292516589164734},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.18658378720283508},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16113051772117615},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14594987034797668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12841546535491943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09547290205955505},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0884564220905304},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08826175332069397},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2013.6637447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2013.6637447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W599135353","https://openalex.org/W1511698730","https://openalex.org/W2008721149","https://openalex.org/W2010314082","https://openalex.org/W2025423356","https://openalex.org/W2150859678","https://openalex.org/W2171104558","https://openalex.org/W2605259776","https://openalex.org/W3140699991"],"related_works":["https://openalex.org/W2031774964","https://openalex.org/W3163979978","https://openalex.org/W1971421510","https://openalex.org/W1978769862","https://openalex.org/W2205913551","https://openalex.org/W3183035794","https://openalex.org/W3041657070","https://openalex.org/W2081878452","https://openalex.org/W4312812187","https://openalex.org/W2945826457"],"abstract_inverted_index":{"The":[0],"problem":[1,63,77],"of":[2,20,32,56,64,92],"source":[3],"separation":[4],"in":[5,11,29,115],"general":[6],"and":[7,43,86,90],"electrical":[8,65],"load":[9,24,66,75],"disaggregation":[10,25,76],"particular,":[12],"is":[13],"an":[14,96,104],"important":[15],"component":[16],"within":[17],"the":[18,51,53,62,74,88,93,112],"context":[19],"cyber-physical":[21],"systems.":[22],"Electric":[23],"aims":[26],"to":[27,41,60],"bring":[28],"a":[30,69,79],"number":[31],"benefits":[33],"for":[34,68,119],"different":[35],"stake":[36],"holders":[37],"from":[38],"end":[39],"consumer":[40],"utilities":[42],"grid":[44],"companies.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"illustrate":[50],"use":[52],"frame":[54],"work":[55],"Factor":[57],"graphs":[58],"(FGs)":[59],"solve":[61],"disaggregation,":[67],"home":[70],"scenario.":[71],"We":[72],"map":[73],"into":[78],"factor":[80],"graph":[81],"framework":[82,94],"under":[83],"some":[84],"assumptions":[85],"demonstrate":[87],"applicability":[89],"elegance":[91],"on":[95,103],"experimental":[97],"set":[98],"up":[99],"as":[100,102],"well":[101],"open":[105],"data":[106],"set.":[107],"Additional":[108],"pointers":[109],"towards":[110],"applying":[111],"FG-based":[113],"techniques":[114],"realistic":[116],"situations":[117],"suitable":[118],"actual":[120],"deployment":[121],"are":[122],"also":[123],"discussed.":[124]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
