{"id":"https://openalex.org/W2614502443","doi":"https://doi.org/10.1145/3077839.3077859","title":"Exploiting Appliance State Constraints to Improve Appliance State Detection","display_name":"Exploiting Appliance State Constraints to Improve Appliance State Detection","publication_year":2017,"publication_date":"2017-05-16","ids":{"openalex":"https://openalex.org/W2614502443","doi":"https://doi.org/10.1145/3077839.3077859","mag":"2614502443"},"language":"en","primary_location":{"id":"doi:10.1145/3077839.3077859","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077839.3077859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Conference on Future Energy Systems","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/A5076264369","display_name":"Tarun Khandelwal","orcid":"https://orcid.org/0000-0002-8460-8990"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tarun Khandelwal","raw_affiliation_strings":["RBCCPS, IISc Bangalore"],"affiliations":[{"raw_affiliation_string":"RBCCPS, IISc Bangalore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006463616","display_name":"Karan Rajwanshi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karan Rajwanshi","raw_affiliation_strings":["RBCCPS, IISc Bangalore"],"affiliations":[{"raw_affiliation_string":"RBCCPS, IISc Bangalore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066729679","display_name":"Priti Bharadwaj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Priti Bharadwaj","raw_affiliation_strings":["RBCCPS, IISc Bangalore"],"affiliations":[{"raw_affiliation_string":"RBCCPS, IISc Bangalore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055106245","display_name":"Shayan Srinivasa Garani","orcid":"https://orcid.org/0000-0002-2459-1445"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shayan Srinivasa Garani","raw_affiliation_strings":["Electronic Systems Engineering, IISc Bangalore"],"affiliations":[{"raw_affiliation_string":"Electronic Systems Engineering, IISc Bangalore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065705720","display_name":"Rajesh Sundaresan","orcid":"https://orcid.org/0000-0003-4070-3977"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajesh Sundaresan","raw_affiliation_strings":["RBCCPS, and Electrical, Communication Engineering, IISc Bangalore"],"affiliations":[{"raw_affiliation_string":"RBCCPS, and Electrical, Communication Engineering, IISc Bangalore","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076264369"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5734,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68685417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"120"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9653000235557556,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9639000296592712,"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/inference","display_name":"Inference","score":0.8196505308151245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7512097954750061},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6116508841514587},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.6047910451889038},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5523920655250549},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.52242511510849},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4799002408981323},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.46328750252723694},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4410623610019684},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43687331676483154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3160616159439087},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2912672162055969},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1289277970790863}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.8196505308151245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7512097954750061},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6116508841514587},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.6047910451889038},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5523920655250549},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.52242511510849},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4799002408981323},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.46328750252723694},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4410623610019684},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43687331676483154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3160616159439087},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2912672162055969},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1289277970790863},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3077839.3077859","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3077839.3077859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Conference on Future Energy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai::73475","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W168840469","https://openalex.org/W2106421611","https://openalex.org/W2147180756","https://openalex.org/W2158698691","https://openalex.org/W2206393165","https://openalex.org/W2291326641","https://openalex.org/W2323005549"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W41015297"],"abstract_inverted_index":{"This":[0,27],"work":[1],"deals":[2],"with":[3],"non-intrusive":[4],"load":[5],"monitoring":[6],"using":[7],"a":[8,74],"single":[9],"inexpensive":[10],"device":[11],"at":[12,39],"the":[13,71],"mains.":[14],"We":[15],"argue":[16],"that":[17],"very":[18],"low":[19,41],"sampling":[20,42],"rates":[21],"(of":[22],"1":[23],"Hz)":[24],"may":[25],"suffice.":[26],"enables":[28],"significant":[29],"compression":[30],"and":[31,59,69],"cheaper":[32],"end-devices.":[33],"There":[34],"are":[35],"challenges":[36],"when":[37],"operating":[38],"such":[40],"rates,":[43],"of":[44,73],"course.":[45],"To":[46],"achieve":[47],"good":[48],"appliance":[49],"inference":[50,60,63],"performance":[51],"we":[52],"propose":[53],"improved":[54,80],"event":[55],"detection,":[56],"feature":[57],"extraction,":[58],"algorithms.":[61],"The":[62],"algorithm":[64],"exploits":[65],"state":[66],"transition":[67],"constraints":[68],"proposes":[70],"use":[72],"maximum":[75],"likelihood":[76],"sequence":[77],"detection":[78],"for":[79],"performance.":[81]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}