{"id":1153,"date":"2023-06-06T11:07:24","date_gmt":"2023-06-06T11:07:24","guid":{"rendered":"https:\/\/www.dinel.us.es\/?p=1153"},"modified":"2023-06-13T08:27:22","modified_gmt":"2023-06-13T08:27:22","slug":"titulo-iot-for-ai-basedmanagement-of-energy-communities-referencia-pyc20-re-083-use-3","status":"publish","type":"post","link":"https:\/\/www.dinel.us.es\/?p=1153","title":{"rendered":"Title: AI4HOMEENERGY: AI-BASED IOT DEVICES FOR IN-HOME ENERGY MANAGEMENT. Referencia ( PYC20 RE 080 USE)"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/JUNTA-ANDALUCIA2.png\" alt=\"\" class=\"wp-image-1135\" width=\"154\" height=\"76\" srcset=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/JUNTA-ANDALUCIA2.png 504w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/JUNTA-ANDALUCIA2-300x149.png 300w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/JUNTA-ANDALUCIA2-360x179.png 360w\" sizes=\"auto, (max-width: 154px) 100vw, 154px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/logo-union-europea-1024x870.png\" alt=\"\" class=\"wp-image-1136\" width=\"129\" height=\"109\" srcset=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/logo-union-europea-1024x870.png 1024w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/logo-union-europea-300x255.png 300w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/logo-union-europea-768x653.png 768w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/logo-union-europea-318x270.png 318w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/logo-union-europea.png 1446w\" sizes=\"auto, (max-width: 129px) 100vw, 129px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/marca_mini_US.jpg\" alt=\"\" class=\"wp-image-1137\" width=\"103\" height=\"85\" \/><\/figure>\n\n\n\n<p><strong>Announcement: <\/strong><\/p>\n\n\n\n<p class=\"has-text-align-left\">Convocatoria 2020 de ayudas para la realizaci\u00f3n de proyectos de inter\u00e9s colaborativo en el \u00e1mbito de los Ecosistemas de Innovaci\u00f3n de los Centros de Excelencia internacional y en el Marco estrat\u00e9gico por el que se impulsa el desarrollo de proyectos singulares de actuaciones de transferencia en los Campus de Excelencia Internacional en las \u00c1reas de la Estrategia de Investigaci\u00f3n e Innovaci\u00f3n para la Especializaci\u00f3n Inteligente de Andaluc\u00eda (RIS3 Andaluc\u00eda) dentro de las actuaciones cofinanciadas por el Programa Operativo FEDER en Andaluc\u00eda para el periodo 2014-2020 (BOJA, N\u00famero 132 &#8211; Viernes, 10 de julio de 2020)<\/p>\n\n\n\n<p><strong>Head Researcher:<\/strong> Ram\u00f3n Gonz\u00e1lez Carvajal<\/p>\n\n\n\n<p><strong>Researchers:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Rub\u00e9n Mart\u00edn Clemente. Profesor Titular<\/li>\n\n\n\n<li>Enrique L\u00f3pez Morillo. Profesora Contratada Doctora.<\/li>\n\n\n\n<li>Rafael Luis Mill\u00e1n V\u00e1zquez de la Torre. Profesor Titular<\/li>\n\n\n\n<li>Hip\u00f3lito Guzm\u00e1n Miranda. Profesor Titular<\/li>\n<\/ul>\n\n\n\n<p><strong>Staff:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mikel Poblaci\u00f3n Salvatierra<\/li>\n\n\n\n<li>Pablo Velasco Feria<\/li>\n\n\n\n<li>Antonio Jes\u00fas Guti\u00e9rrez Porquicho<\/li>\n\n\n\n<li>Juan Pablo Garc\u00eda Mart\u00edn<\/li>\n<\/ul>\n\n\n\n<p><strong>Project Goals:<\/strong><\/p>\n\n\n\n<p>AI4HomeEnergy aims to develop a new generation of HEMS that, based on the definition of a flexible, modular and scalable architecture for a domestic installation, with consumption of household appliances, electric vehicle charging, local generation (mainly photovoltaic &#8211; PV, thermal and wind) and storage (mainly batteries), will form the basis of a family of products that the aggregate agent (and other companies that reach commercialisation agreements with the University of Seville) will market on the international market. (mainly batteries), will be the basis of a family of products that the aggregated agent (and other companies that reach commercialisation agreements with the University of Seville) will commercialise in the international market. As a differentiating element with respect to other products, AI4HomeEnergy proposes to:<\/p>\n\n\n\n<p>1. To design a reference HEMS architecture that allows the integration of COTS elements from third party sources.<\/p>\n\n\n\n<p>2.\u00a0To apply artificial intelligence techniques that implement flexible energy management algorithms, integrated in the demand integration policies of electricity companies (based on self-learning neuro-borroscopic networks).<\/p>\n\n\n\n<p>3.\u00a0\u00a0Demonstrate the possibilities of the developed system in the Use Cases proposed by the aggregated proposed by the aggregated agent (as corresponds to a TRL7 level).<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_1.png\" alt=\"\" class=\"wp-image-1141\" width=\"520\" height=\"359\" srcset=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_1.png 892w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_1-300x208.png 300w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_1-768x531.png 768w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_1-360x249.png 360w\" sizes=\"auto, (max-width: 520px) 100vw, 520px\" \/><\/figure>\n<\/div>\n\n\n<p><br><\/p>\n\n\n\n<p>The final objective goes beyond the proposed HEMS, since this will be the enabling element of a future energy services platform in which: 1) data from consumers adhering to the service are integrated into an experience database (Big -Data), 2) the decision-making algorithms (neuro-fuzzy inference rules) are updated and improved based on the evolution of the market and the experience extracted from the experience database (cloud computing), and 3) open the door to a centralized management of a broad base of consumers tending to the creation of an energy services company (ESC).<br>The project has given rise to a complete solution made up of monitoring devices, integrated with the energy capture system and batteries, as well as with the local concentrator that governs them and stores energy consumption plans. All this information is sent to the massive data processing server (Big Data) that hosts the energy forecasting algorithms and artificial intelligence to detect consumption patterns and propose schemes for the use of available energy resources, with the aim of minimizing economic spending.<br>Finally, all this information is displayed and managed from the responsive web panel available to both the user and the administrator, which offers secure access based on SSL communications and parameterized permission roles.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"739\" src=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_2-1024x739.png\" alt=\"\" class=\"wp-image-1142\" srcset=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_2-1024x739.png 1024w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_2-300x216.png 300w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_2-768x554.png 768w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_2-360x260.png 360w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_2.png 1207w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"463\" src=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_3-1024x463.png\" alt=\"\" class=\"wp-image-1143\" srcset=\"https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_3-1024x463.png 1024w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_3-300x136.png 300w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_3-768x347.png 768w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_3-360x163.png 360w, https:\/\/www.dinel.us.es\/wp-content\/uploads\/2023\/06\/Imagen_3.png 1178w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Announcement: Convocatoria 2020 de ayudas para la realizaci\u00f3n de proyectos de inter\u00e9s colaborativo en el \u00e1mbito de los Ecosistemas de Innovaci\u00f3n de los Centros de Excelencia internacional y en el Marco estrat\u00e9gico por el que se impulsa el desarrollo de <a href=\"https:\/\/www.dinel.us.es\/?p=1153\" class=\"read-more\">Leer m\u00e1s&#8230;<\/a><\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"post_folder":[],"class_list":["post-1153","post","type-post","status-publish","format-standard","hentry","category-proyectos-gie"],"publishpress_future_action":{"enabled":false,"date":"2026-04-28 21:23:09","action":"change-status","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=\/wp\/v2\/posts\/1153","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1153"}],"version-history":[{"count":2,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=\/wp\/v2\/posts\/1153\/revisions"}],"predecessor-version":[{"id":1156,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=\/wp\/v2\/posts\/1153\/revisions\/1156"}],"wp:attachment":[{"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1153"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/www.dinel.us.es\/index.php?rest_route=%2Fwp%2Fv2%2Fpost_folder&post=1153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}