Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters

2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 22-24 June 2022, Messina, Italy.

Detalles Bibliográficos
Autores: Hernández Alonso, Álvaro|||0000-0001-9308-8133, Diego Otón, Laura De|||0000-0002-4939-2987, Villadangos Carrizo, José Manuel|||0000-0001-5900-0978, Pérez Rubio, María Del Carmen|||0000-0001-8271-6843, Pizarro Pérez, Daniel|||0000-0003-0622-4884, Nieto Capuchino, Rubén|||0000-0002-8293-9665, Bahíllo Martínez, Alfonso
Tipo de recurso: libro
Fecha de publicación:2022
País:España
Institución:Universidad de Alcalá (UAH)
Repositorio:e_Buah Biblioteca Digital Universidad de Alcalá
Idioma:inglés
OAI Identifier:oai:ebuah.uah.es:10017/57894
Acceso en línea:http://hdl.handle.net/10017/57894
https://dx.doi.org/10.1109/MeMeA54994.2022.9856538
Access Level:acceso abierto
Palabra clave:NILM Techniques
Smart Meters
Ambient Intelligence
Independent Living
Electrónica
Electronics
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spelling Evaluating Human Activity and Usage Patterns of Appliances with Smart MetersHernández Alonso, Álvaro|||0000-0001-9308-8133Diego Otón, Laura De|||0000-0002-4939-2987Villadangos Carrizo, José Manuel|||0000-0001-5900-0978Pérez Rubio, María Del Carmen|||0000-0001-8271-6843Pizarro Pérez, Daniel|||0000-0003-0622-4884Nieto Capuchino, Rubén|||0000-0002-8293-9665Bahíllo Martínez, AlfonsoNILM TechniquesSmart MetersAmbient IntelligenceIndependent LivingElectrónicaElectronics2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 22-24 June 2022, Messina, Italy.Population ageing is becoming a key issue for most western countries, due to the challenges that it poses to the sustainability of future healthcare systems. In this context, many proposals and development are emerging trying to enhance the independent living of elderly and cognitive impaired people at their own homes. For that purpose, the massive deployment of smart meter at houses and buildings, initially focused on improving the energy management, has become a useful tool to provide the society with a variety of services and applications that can be employed for independent living. This work proposes the use of a commercial smart meter that delivers the disaggregated consumption per appliance every hour. This device has been installed on a test house during a training period of two months, in order to infer the behavior routines in the usage of the microwave. After the training, every new day can be compared to the obtained usage pattern of that appliance, in order to launch a notification when the day routine significantly differs. Similarly, since the use of the microwave is related to cooking, activities such as breakfast, lunch or dinner, may also be monitored and/or compared to a trained pattern. The proposal has been validated preliminary with experimental data coming from the aforementioned household.Agencia Estatal de InvestigaciónUniversidad de AlcaláIEEE20222022-08-22bookhttp://purl.org/coar/resource_type/c_2f33NAhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43info:eu-repo/semantics/bookapplication/pdfhttp://hdl.handle.net/10017/57894https://dx.doi.org/10.1109/MeMeA54994.2022.9856538reponame:e_Buah Biblioteca Digital Universidad de Alcaláinstname:Universidad de Alcalá (UAH)InglésengAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2019-105470RA-C33 MEJORANDO Y FOMENTANDO LA VIDA ACTIVA Y BIENESTAR DE LAS PERSONAS CON DEMENCIA Y DETERIORO COGNITIVO LEVE MEDIANTE EL USO DE TECNICAS DE LOCALIZACIONAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 RTI2018-095168-B-C51 SISTEMAS DE POSICIONAMIENTO LOCAL: ENFOQUE HOLISTICO DESDE LAS TECNOLOGIAS BASE HASTA LAS APLICACIONESUAH Not available CM-JIN-2021-016open accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessoai:ebuah.uah.es:10017/578942026-06-18T11:13:07Z
dc.title.none.fl_str_mv Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
title Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
spellingShingle Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
Hernández Alonso, Álvaro|||0000-0001-9308-8133
NILM Techniques
Smart Meters
Ambient Intelligence
Independent Living
Electrónica
Electronics
title_short Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
title_full Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
title_fullStr Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
title_full_unstemmed Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
title_sort Evaluating Human Activity and Usage Patterns of Appliances with Smart Meters
dc.creator.none.fl_str_mv Hernández Alonso, Álvaro|||0000-0001-9308-8133
Diego Otón, Laura De|||0000-0002-4939-2987
Villadangos Carrizo, José Manuel|||0000-0001-5900-0978
Pérez Rubio, María Del Carmen|||0000-0001-8271-6843
Pizarro Pérez, Daniel|||0000-0003-0622-4884
Nieto Capuchino, Rubén|||0000-0002-8293-9665
Bahíllo Martínez, Alfonso
author Hernández Alonso, Álvaro|||0000-0001-9308-8133
author_facet Hernández Alonso, Álvaro|||0000-0001-9308-8133
Diego Otón, Laura De|||0000-0002-4939-2987
Villadangos Carrizo, José Manuel|||0000-0001-5900-0978
Pérez Rubio, María Del Carmen|||0000-0001-8271-6843
Pizarro Pérez, Daniel|||0000-0003-0622-4884
Nieto Capuchino, Rubén|||0000-0002-8293-9665
Bahíllo Martínez, Alfonso
author_role author
author2 Diego Otón, Laura De|||0000-0002-4939-2987
Villadangos Carrizo, José Manuel|||0000-0001-5900-0978
Pérez Rubio, María Del Carmen|||0000-0001-8271-6843
Pizarro Pérez, Daniel|||0000-0003-0622-4884
Nieto Capuchino, Rubén|||0000-0002-8293-9665
Bahíllo Martínez, Alfonso
author2_role author
author
author
author
author
author
dc.subject.none.fl_str_mv NILM Techniques
Smart Meters
Ambient Intelligence
Independent Living
Electrónica
Electronics
topic NILM Techniques
Smart Meters
Ambient Intelligence
Independent Living
Electrónica
Electronics
description 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 22-24 June 2022, Messina, Italy.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-08-22
dc.type.none.fl_str_mv book
http://purl.org/coar/resource_type/c_2f33
NA
http://purl.org/coar/version/c_be7fb7dd8ff6fe43
dc.type.openaire.fl_str_mv info:eu-repo/semantics/book
format book
dc.identifier.none.fl_str_mv http://hdl.handle.net/10017/57894
https://dx.doi.org/10.1109/MeMeA54994.2022.9856538
url http://hdl.handle.net/10017/57894
https://dx.doi.org/10.1109/MeMeA54994.2022.9856538
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 PID2019-105470RA-C33 MEJORANDO Y FOMENTANDO LA VIDA ACTIVA Y BIENESTAR DE LAS PERSONAS CON DEMENCIA Y DETERIORO COGNITIVO LEVE MEDIANTE EL USO DE TECNICAS DE LOCALIZACION
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 RTI2018-095168-B-C51 SISTEMAS DE POSICIONAMIENTO LOCAL: ENFOQUE HOLISTICO DESDE LAS TECNOLOGIAS BASE HASTA LAS APLICACIONES
UAH Not available CM-JIN-2021-016
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:e_Buah Biblioteca Digital Universidad de Alcalá
instname:Universidad de Alcalá (UAH)
instname_str Universidad de Alcalá (UAH)
reponame_str e_Buah Biblioteca Digital Universidad de Alcalá
collection e_Buah Biblioteca Digital Universidad de Alcalá
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,301629

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