{"id":"https://openalex.org/W4408325138","doi":"https://doi.org/10.1109/tim.2025.3550237","title":"Nonintrusive Appliance Energy and Health Monitoring Using Attention-Assisted DL Model and Dynamic Time Warping Distance-Based Algorithm","display_name":"Nonintrusive Appliance Energy and Health Monitoring Using Attention-Assisted DL Model and Dynamic Time Warping Distance-Based Algorithm","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408325138","doi":"https://doi.org/10.1109/tim.2025.3550237"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3550237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3550237","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5055221513","display_name":"Suryalok Dash","orcid":"https://orcid.org/0000-0002-5374-9053"},"institutions":[{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suryalok Dash","raw_affiliation_strings":["School of Electrical and Computer Sciences, IIT Bhubaneswar, Bhubaneswar, India","School of Electrical and Computer Sciences, Indian Institute of Technology, Bhubaneswar, India"],"raw_orcid":"https://orcid.org/0000-0002-5374-9053","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Sciences, IIT Bhubaneswar, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]},{"raw_affiliation_string":"School of Electrical and Computer Sciences, Indian Institute of Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101980869","display_name":"N. C. Sahoo","orcid":"https://orcid.org/0000-0001-7626-9821"},"institutions":[{"id":"https://openalex.org/I99729588","display_name":"Indian Institute of Technology Bhubaneswar","ror":"https://ror.org/04gx72j20","country_code":"IN","type":"education","lineage":["https://openalex.org/I99729588"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. C. Sahoo","raw_affiliation_strings":["School of Electrical and Computer Sciences, IIT Bhubaneswar, Bhubaneswar, India","School of Electrical and Computer Sciences, Indian Institute of Technology, Bhubaneswar, India"],"raw_orcid":"https://orcid.org/0000-0001-7626-9821","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Sciences, IIT Bhubaneswar, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]},{"raw_affiliation_string":"School of Electrical and Computer Sciences, Indian Institute of Technology, Bhubaneswar, India","institution_ids":["https://openalex.org/I99729588"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99729588"],"apc_list":null,"apc_paid":null,"fwci":1.3879,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80178498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9750999808311462,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9750999808311462,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9686999917030334,"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/dynamic-time-warping","display_name":"Dynamic time warping","score":0.7813612222671509},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5940357446670532},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5675137042999268},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5529806017875671},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.48402899503707886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37093523144721985},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3575668931007385},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3442038297653198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15140366554260254},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10155925154685974}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.7813612222671509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5940357446670532},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5675137042999268},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5529806017875671},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.48402899503707886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37093523144721985},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3575668931007385},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3442038297653198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15140366554260254},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10155925154685974}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3550237","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3550237","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8299999833106995,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1996944908","https://openalex.org/W2123910460","https://openalex.org/W2515519620","https://openalex.org/W2554032856","https://openalex.org/W2559280146","https://openalex.org/W2566212894","https://openalex.org/W2586240443","https://openalex.org/W2909455612","https://openalex.org/W2989823323","https://openalex.org/W3107249503","https://openalex.org/W3163390282","https://openalex.org/W3195609462","https://openalex.org/W4200099981","https://openalex.org/W4206748303","https://openalex.org/W4210342596","https://openalex.org/W4285114834","https://openalex.org/W4286377372","https://openalex.org/W4289868159","https://openalex.org/W4295079261","https://openalex.org/W4320015930","https://openalex.org/W4375929087","https://openalex.org/W4385245566","https://openalex.org/W4386065631","https://openalex.org/W4388739211","https://openalex.org/W4389495045","https://openalex.org/W4392450017","https://openalex.org/W4399563390"],"related_works":["https://openalex.org/W1670332068","https://openalex.org/W2095618524","https://openalex.org/W2735770592","https://openalex.org/W1971024059","https://openalex.org/W2347413598","https://openalex.org/W2330863229","https://openalex.org/W71572444","https://openalex.org/W1997383766","https://openalex.org/W2350336482","https://openalex.org/W2340348677"],"abstract_inverted_index":{"Nonintrusive":[0],"load":[1],"monitoring":[2],"(NILM)":[3],"techniques":[4],"estimate":[5,32],"the":[6,15,33,64,77,85,89,94,97,105,130,138,149,152],"appliance-level":[7],"energy":[8,17,54,79,82,112],"consumption":[9],"in":[10,61,96,115],"a":[11,23,116],"building":[12,40],"by":[13,92,103],"analyzing":[14],"aggregate":[16,78],"information":[18],"only.":[19],"This":[20,37,100],"article":[21],"proposes":[22],"novel":[24],"NILM":[25,59,73,153],"technique":[26,74],"and":[27,52],"extends":[28],"its":[29],"capabilities":[30],"to":[31,42],"appliance\u2019s":[34],"health":[35,91],"condition.":[36],"enhancement":[38],"empowers":[39],"occupants":[41],"make":[43],"proactive":[44],"decisions,":[45],"including":[46],"preventive":[47],"maintenance,":[48],"mitigating":[49],"potential":[50],"disasters,":[51],"reducing":[53],"wastage.":[55],"The":[56],"proposed":[57],"health-aware":[58],"operates":[60],"two":[62],"stages:":[63],"first":[65],"stage":[66,87],"employs":[67],"an":[68,141],"attention-assisted":[69],"deep":[70],"learning":[71],"(DL)":[72],"that":[75],"disaggregates":[76],"into":[80],"appliance-specific":[81],"profiles.":[83,99],"Subsequently,":[84],"second":[86],"estimates":[88],"appliance":[90],"assessing":[93],"anomalies":[95],"disaggregated":[98],"is":[101],"done":[102],"calculating":[104],"dynamic":[106],"time-warping":[107],"(DTW)":[108],"distance":[109],"against":[110],"healthy":[111],"profile":[113],"samples":[114],"library.":[117],"Test":[118],"results,":[119],"conducted":[120],"on":[121],"five":[122],"appliances":[123],"from":[124],"three":[125],"publicly":[126],"available":[127],"datasets,":[128],"validate":[129],"technique\u2019s":[131],"feasibility,":[132],"accurately":[133],"detecting":[134],"known":[135],"anomalies.":[136],"Furthermore,":[137],"study":[139],"notes":[140],"enhanced":[142],"anomaly":[143],"detection":[144],"(AD)":[145],"performance":[146],"aligned":[147],"with":[148],"efficacy":[150],"of":[151],"stage.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}