{"id":"https://openalex.org/W4390898337","doi":"https://doi.org/10.3390/s24020515","title":"Detection of Anomalies in Daily Activities Using Data from Smart Meters","display_name":"Detection of Anomalies in Daily Activities Using Data from Smart Meters","publication_year":2024,"publication_date":"2024-01-14","ids":{"openalex":"https://openalex.org/W4390898337","doi":"https://doi.org/10.3390/s24020515","pmid":"https://pubmed.ncbi.nlm.nih.gov/38257607"},"language":"en","primary_location":{"id":"doi:10.3390/s24020515","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020515","pdf_url":"https://www.mdpi.com/1424-8220/24/2/515/pdf?version=1705221032","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/2/515/pdf?version=1705221032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063313091","display_name":"\u00c1lvaro Hern\u00e1ndez","orcid":"https://orcid.org/0000-0001-9308-8133"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"\u00c1lvaro Hern\u00e1ndez","raw_affiliation_strings":["Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9308-8133","affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016818614","display_name":"Rub\u00e9n Nieto","orcid":"https://orcid.org/0000-0002-8293-9665"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n Nieto","raw_affiliation_strings":["Electronics Technology Department, Rey Juan Carlos University, 28933 M\u00f3stoles, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8293-9665","affiliations":[{"raw_affiliation_string":"Electronics Technology Department, Rey Juan Carlos University, 28933 M\u00f3stoles, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031068931","display_name":"Laura de Diego-Ot\u00f3n","orcid":"https://orcid.org/0000-0002-4939-2987"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Laura de Diego-Ot\u00f3n","raw_affiliation_strings":["Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044304611","display_name":"M. C. P\u00e9rez","orcid":"https://orcid.org/0000-0001-8271-6843"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Carmen P\u00e9rez-Rubio","raw_affiliation_strings":["Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8271-6843","affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013985635","display_name":"J.M. Villadangos","orcid":"https://orcid.org/0000-0001-5900-0978"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Villadangos-Carrizo","raw_affiliation_strings":["Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5900-0978","affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014421885","display_name":"Daniel Pizarro","orcid":"https://orcid.org/0000-0003-0622-4884"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Pizarro","raw_affiliation_strings":["Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038690328","display_name":"Jes\u00fas Ure\u00f1a","orcid":"https://orcid.org/0000-0003-1408-6039"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jes\u00fas Ure\u00f1a","raw_affiliation_strings":["Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1408-6039","affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcala, 28801 Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038690328","https://openalex.org/A5063313091"],"corresponding_institution_ids":["https://openalex.org/I189268942"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.6729,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93340612,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"24","issue":"2","first_page":"515","last_page":"515"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9955000281333923,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9954000115394592,"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/software-deployment","display_name":"Software deployment","score":0.7170522809028625},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6297078728675842},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.617000937461853},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5904886722564697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5662569999694824},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5279673337936401},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.478452205657959},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.47127765417099},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.448797345161438},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44406890869140625},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4263661503791809},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4048236012458801},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28896963596343994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2746284604072571},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2496267557144165},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16879606246948242}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7170522809028625},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6297078728675842},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.617000937461853},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5904886722564697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5662569999694824},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5279673337936401},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.478452205657959},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.47127765417099},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.448797345161438},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44406890869140625},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4263661503791809},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4048236012458801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28896963596343994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2746284604072571},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2496267557144165},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16879606246948242},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000080910","descriptor_name":"Ambient Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080910","descriptor_name":"Ambient Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080910","descriptor_name":"Ambient Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080910","descriptor_name":"Ambient Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080910","descriptor_name":"Ambient Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007360","descriptor_name":"Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s24020515","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020515","pdf_url":"https://www.mdpi.com/1424-8220/24/2/515/pdf?version=1705221032","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38257607","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38257607","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:ebuah.uah.es:10017/62151","is_oa":true,"landing_page_url":"http://hdl.handle.net/10017/62151","pdf_url":"https://ebuah.uah.es/dspace/bitstream/10017/62151/3/Detection_Hernandez_Sensors_2024.pdf","source":{"id":"https://openalex.org/S7407055200","display_name":"e_Buah","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:10818482","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10818482","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10818482/pdf/sensors-24-00515.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:91306c0787a647c5ae1240ad82c0faa1","is_oa":true,"landing_page_url":"https://doaj.org/article/91306c0787a647c5ae1240ad82c0faa1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 2, p 515 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24020515","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020515","pdf_url":"https://www.mdpi.com/1424-8220/24/2/515/pdf?version=1705221032","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9200000166893005,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1523840951","display_name":null,"funder_award_id":"PID2019-105470RA-C33","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"},{"id":"https://openalex.org/G3363263996","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"},{"id":"https://openalex.org/G3425325263","display_name":null,"funder_award_id":"PID2020-115995RB-I00","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"},{"id":"https://openalex.org/G6003407525","display_name":null,"funder_award_id":"PID2021-122642OB-C41","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"},{"id":"https://openalex.org/G6569930108","display_name":null,"funder_award_id":"CM/JIN/2021-016","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"},{"id":"https://openalex.org/G8634080760","display_name":null,"funder_award_id":"TED2021-131773B-I00","funder_id":"https://openalex.org/F4320323943","funder_display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid"}],"funders":[{"id":"https://openalex.org/F4320323943","display_name":"Consejer\u00eda de Sanidad, Comunidad de Madrid","ror":"https://ror.org/040scgh75"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390898337.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1980082502","https://openalex.org/W2067222875","https://openalex.org/W2119046371","https://openalex.org/W2264139484","https://openalex.org/W2569349941","https://openalex.org/W2588951189","https://openalex.org/W2619907041","https://openalex.org/W2623166382","https://openalex.org/W2769731760","https://openalex.org/W2775295164","https://openalex.org/W2909455612","https://openalex.org/W2942281146","https://openalex.org/W2945599056","https://openalex.org/W2946269965","https://openalex.org/W2948816168","https://openalex.org/W2967158271","https://openalex.org/W3025030523","https://openalex.org/W3095472304","https://openalex.org/W3104440523","https://openalex.org/W3109573130","https://openalex.org/W3129898739","https://openalex.org/W3157538304","https://openalex.org/W3158983723","https://openalex.org/W3195840469","https://openalex.org/W3208170505","https://openalex.org/W3213761405","https://openalex.org/W3216260764","https://openalex.org/W4211126649","https://openalex.org/W4226154174","https://openalex.org/W4281936363","https://openalex.org/W4285286125","https://openalex.org/W4290755293","https://openalex.org/W4293324974","https://openalex.org/W4306252858","https://openalex.org/W4310154744","https://openalex.org/W4317569465","https://openalex.org/W4365454132","https://openalex.org/W4389544642"],"related_works":["https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2775355700","https://openalex.org/W2246071452","https://openalex.org/W2165970106","https://openalex.org/W1985785385","https://openalex.org/W1124398682","https://openalex.org/W4316660856","https://openalex.org/W2387071565","https://openalex.org/W2052546123"],"abstract_inverted_index":{"The":[0,31,101,203,226],"massive":[1],"deployment":[2],"of":[3,19,23,44,70,81,91,111,124,137,194,210,215,234,250],"smart":[4,52,99],"meters":[5,53],"in":[6,10,73,191,212,242,247],"most":[7],"Western":[8],"countries":[9],"recent":[11],"decades":[12],"has":[13,37],"allowed":[14],"the":[15,42,65,79,89,116,139,143,157,181,192,213,219,232,248],"creation":[16],"and":[17,47,67,153,171,180,201,245],"development":[18],"a":[20,74,82,97,106,109,160,164,168,172,235],"significant":[21],"variety":[22],"applications,":[24],"mainly":[25],"related":[26],"to":[27,41,63,131,231],"efficient":[28],"energy":[29,35,92,184],"management.":[30],"information":[32],"provided":[33],"about":[34],"consumption":[36,93,117,141,185],"also":[38],"been":[39,151],"dedicated":[40],"areas":[43],"social":[45],"work":[46,77],"health.":[48],"In":[49],"this":[50],"context,":[51],"are":[54],"considered":[55,152],"single-point":[56],"non-intrusive":[57],"sensors":[58],"that":[59],"might":[60,228],"be":[61,189,229,240],"used":[62,130],"monitor":[64],"behaviour":[66],"activity":[68],"patterns":[69],"people":[71],"living":[72],"household.":[75],"This":[76],"describes":[78],"design":[80],"short-term":[83,236],"behavioural":[84],"alarm":[85],"generator":[86],"based":[87],"on":[88],"processing":[90],"data":[94,104,128],"coming":[95],"from":[96,105],"commercial":[98],"meter.":[100],"device":[102],"captured":[103],"household":[107,220],"for":[108,142,218],"period":[110],"six":[112],"months,":[113],"thus":[114],"providing":[115],"disaggregated":[118],"per":[119],"appliance":[120],"at":[121],"an":[122,208],"interval":[123],"one":[125],"hour.":[126],"These":[127],"were":[129],"train":[132],"different":[133,148,196],"intelligent":[134],"systems,":[135],"capable":[136],"estimating":[138],"predicted":[140],"next":[144],"one-hour":[145],"interval.":[146],"Four":[147],"approaches":[149],"have":[150],"compared":[154],"when":[155],"designing":[156],"prediction":[158],"system:":[159],"recurrent":[161,204],"neural":[162,166,205],"network,":[163,167],"convolutional":[165],"random":[169],"forest,":[170],"decision":[173],"tree.":[174],"By":[175],"statistically":[176],"analysing":[177],"these":[178,216],"predictions":[179],"actual":[182],"final":[183],"measurements,":[186],"anomalies":[187,217],"can":[188,239],"detected":[190],"undertaking":[193],"three":[195],"daily":[197],"activities:":[198],"sleeping,":[199],"breakfast,":[200],"lunch.":[202],"network":[206],"achieves":[207],"F1-score":[209],"0.8":[211],"detection":[214],"under":[221],"analysis,":[222],"outperforming":[223],"other":[224],"approaches.":[225],"proposal":[227],"applied":[230],"generation":[233],"alarm,":[237],"which":[238],"involved":[241],"future":[243],"deployments":[244],"developments":[246],"field":[249],"ambient":[251],"assisted":[252],"living.":[253]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}