{"id":37814,"date":"2018-01-11T09:11:09","date_gmt":"2018-01-11T08:11:09","guid":{"rendered":"https:\/\/spacewell.com\/sin-categorizar\/tecnologia-nilm-workshop-europeo\/"},"modified":"2018-01-11T09:11:09","modified_gmt":"2018-01-11T08:11:09","slug":"tecnologia-nilm-workshop-europeo","status":"publish","type":"post","link":"https:\/\/spacewell.com\/es\/recursos\/blog\/tecnologia-nilm-workshop-europeo\/","title":{"rendered":"Talleres Europeos de tecnolog\u00eda NILM [NILM Workshop]"},"content":{"rendered":"<div class=\"gb-container gb-container-d807e79e gb-container-5731d80c\">\n<p><span style=\"font-weight: 400;\">El pasado noviembre, el equipo de data science de DEXMA particip\u00f3 en el <\/span><a href=\"http:\/\/www.nilm.eu\/#home\"><span style=\"font-weight: 400;\">IV Taller Europeo de tecnolog\u00eda NILM (Non-Intrusive-Load-Monitoring)<\/span><\/a><span style=\"font-weight: 400;\"> en Londres.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El objetivo de esta serie de conferencias es servir como un<b> punto de encuentro para todos los investigadores europeos<\/b> que est\u00e1n trabajando en el tema de la desagregaci\u00f3n energ\u00e9tica tanto en la industria como en el mundo acad\u00e9mico para establecer contactos, compartir investigaci\u00f3n e intercambiar ideas.\u00a0\u00a0<\/span><\/p>\n<p><!--more--><\/p>\n<h2><span style=\"color: #003b6f;\">\u00bfQu\u00e9 es NILM o Monitorizaci\u00f3n de cargas no Intrusiva?<\/span><\/h2>\n<p><b>NILM (Non-Intrusive Load Monitoring)<\/b><span style=\"font-weight: 400;\"> o Monitorizaci\u00f3n de Cargas no Intrusiva, un proceso para analizar los cambios en el voltaje y corriente que entran a un edificio y deducir qu\u00e9 aparatos se utilizan en el edificio, as\u00ed como su consumo de energ\u00eda individual.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Tambi\u00e9n conocido como <\/span><b>desagregaci\u00f3n energ\u00e9tica<\/b><span style=\"font-weight: 400;\">, el proceso NILM tiene como objetivo \u00abdividir\u00bb o \u00abrepartir\u00bb su consumo total de energ\u00eda en las lecturas de cargas individuales durante un per\u00edodo de tiempo, permitiendo a los usuarios finales ver cu\u00e1nta energ\u00eda ha usado un dispositivo en particular durante ese per\u00edodo.<\/span><\/p>\n<h2><span style=\"color: #003b6f;\">\u00bfC\u00f3mo se aplica la desagregaci\u00f3n energ\u00e9tica en el mundo real?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">La <\/span><b>desagregaci\u00f3n energ\u00e9tica<\/b><span style=\"font-weight: 400;\">, o la obtenci\u00f3n de informaci\u00f3n de dispositivos electr\u00f3nicos individuales, puede ser muy \u00fatil para diferentes aplicaciones relacionadas con la energ\u00eda, como la<\/span><a href=\"http:\/\/www.dexma.com\/es\/blog-es\/vocabulario-gestion-energetica\/\"> <b>monitorizaci\u00f3n de la energ\u00eda<\/b><\/a><span style=\"font-weight: 400;\"> o la <\/span><a href=\"http:\/\/www.dexma.com\/es\/blog-es\/que-es-demand-response\/\"><b>gesti\u00f3n activa de la demanda<\/b><\/a><span style=\"font-weight: 400;\">. \u201cEn general, es bastante f\u00e1cil recopilar una gran cantidad de datos de consumo de energ\u00eda \u00ab, dice Carlos Juan Troyano, Data Scientist de DEXMA. El problema es que la mayor\u00eda de esos datos es lo que los cient\u00edficos como Juan llaman \u201cdatos sucios\u201d: sin etiqueta o incompleto. As\u00ed que, \u201cla idea detr\u00e1s de la tecnolog\u00eda NILM es limpiar estos datos para hacerlos \u00fatiles para aplicaciones relacionadas con la energ\u00eda, con la menor intervenci\u00f3n humana posible\u201d nos comenta Juan.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para obtener m\u00e1s informaci\u00f3n sobre<\/span><b> la importancia de la calidad de los datos<\/b><span style=\"font-weight: 400;\"> en la gesti\u00f3n energ\u00e9tica, \u00bfpor qu\u00e9 no echas un vistazo a la<\/span><a href=\"http:\/\/www.dexma.com\/es\/blog-es\/big-data-y-calidad-de-los-datos-energeticos\/\"><b> entrevista completa a Juan Carlos Troyano<\/b><span style=\"font-weight: 400;\">,<\/span><\/a><span style=\"font-weight: 400;\"> Data Scientist de DEXMA?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La tecnolog\u00eda NILM es conocida en el sector de la gesti\u00f3n energ\u00e9tica como una alternativa de bajo costes a la auditor\u00eda energ\u00e9tica tradicional altamente efectiva, que requiere la instalaci\u00f3n de monitores individuales en cada carga para identificar las oportunidades de ahorro de energ\u00eda.<\/span><\/p>\n<h2><span style=\"color: #003b6f;\">\u00bfEn DEXMA se utiliza la tecnolog\u00eda NILM?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u00a1Claro que s\u00ed! Nuestra plataforma para el ahorro energ\u00e9tico sin fricci\u00f3n, <\/span><a href=\"http:\/\/www.dexma.com\/es\/plataforma-dexma-detect\/\"><b>DEXMA Detect<\/b><\/a><b> <\/b>(antiguamente llamado Energy Grader)<span style=\"font-weight: 400;\">, utiliza la tecnolog\u00eda NILM para determinar qu\u00e9 edificios de una gran cartera tienen m\u00e1s gasto energ\u00e9tico y por qu\u00e9.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El sistema NILM de DEXMA Detect utiliza algoritmos avanzados de machine learning para romper las curvas de carga desde la medici\u00f3n fiscal hasta los consumos individuales para cada tipo de carga reconocida. Esto da una curva de carga para cada tipo o grupo de dispositivos reconocidos,\u00bbcomo si\u00bb se hubiera utilizado un medidor para monitorizarlos.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Entonces, DEXMA Detect compara esta informaci\u00f3n de la curva de carga con una base de datos de <\/span><b>m\u00e1s de 50.000 localizaciones <\/b><span style=\"font-weight: 400;\">similares dentro de la base de datos de DEXMA para aproximarse al<\/span><b> perfil de consumo energ\u00e9tico<\/b><span style=\"font-weight: 400;\"> del edificio analizado.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para generar recomendaciones de ahorro energ\u00e9tico personalizadas, DEXMA Detect utiliza un \u00e1rbol de decisi\u00f3n autodidacta para definir las mejores opciones de ahorro energ\u00e9tico para cada sitio. Cada recomendaci\u00f3n puede ser aplicada de acuerdo a la m\u00e1xima inversi\u00f3n posible, presupuesto total del proyecto, actividades del sitio, tecnolog\u00eda o ubicaci\u00f3n. Las recomendaciones finales pueden ser organizadas por per\u00edodo de amortizaci\u00f3n, o el total de ahorros anuales esperados.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00bfLa mejor parte? No es necesario una auditor\u00eda in situ ni detener la producci\u00f3n para llevar a cabo un estudio exhaustivo que puede tardar hasta un a\u00f1o entero en completarse. DEXMA Detect puede identificar c\u00f3mo se consume y se desperdicia la energ\u00eda utilizando la m\u00e1gica combinaci\u00f3n de an\u00e1lisis proactivos y tecnolog\u00eda NILM.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00bfTienes curiosidad de ver algo de la magia de la tecnolog\u00eda NILM por ti mismo?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pues te animo a que veas <a href=\"https:\/\/get.dexma.com\/webinar-detectar-ahorros-energeticos-de-forma-automatica-en-retail-y-real-estate\" target=\"_blank\" rel=\"noopener noreferrer\">nuestro <\/a><\/span><span style=\"font-weight: 400;\">video gratuita<\/span><span style=\"font-weight: 400;\">\u00a0para echar un vistazo a la nueva plataforma <\/span><a href=\"http:\/\/www.dexma.com\/es\/plataforma-dexma-detect\/\"><b>DEXMA Detect<\/b><\/a><span style=\"font-weight: 400;\">, con un recorrido guiado por Daniel Utges, Director de Producto de DEXMA:<\/span><br \/>\n<!--HubSpot Call-to-Action Code --><span id=\"hs-cta-wrapper-51107a15-14c6-44cc-9e2d-1c777216f5d2\" class=\"hs-cta-wrapper\"><span id=\"hs-cta-51107a15-14c6-44cc-9e2d-1c777216f5d2\" class=\"hs-cta-node hs-cta-51107a15-14c6-44cc-9e2d-1c777216f5d2\"><!-- [if lte IE 8]>\n\n\n\n\n<div id=\"hs-cta-ie-element\"><\/div>\n\n\n\n\n<![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/437281\/51107a15-14c6-44cc-9e2d-1c777216f5d2\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" id=\"hs-cta-img-51107a15-14c6-44cc-9e2d-1c777216f5d2\" class=\"hs-cta-img\" style=\"border-width: 0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/437281\/51107a15-14c6-44cc-9e2d-1c777216f5d2.png\" alt=\"New call-to-action\" \/><\/a><\/span><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>El pasado noviembre, el equipo de data science de DEXMA particip\u00f3 en el IV Taller Europeo de tecnolog\u00eda NILM (Non-Intrusive-Load-Monitoring) en Londres. El objetivo de esta serie de conferencias es servir como un punto de encuentro para todos los investigadores europeos que est\u00e1n trabajando en el tema de la desagregaci\u00f3n energ\u00e9tica tanto en la industria [&hellip;]<\/p>\n","protected":false},"author":39,"featured_media":16420,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[36],"tags":[],"class_list":["post-37814","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50","no-featured-image-padding"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Talleres Europeos de tecnolog\u00eda NILM [NILM Workshop] - Spacewell | A Nemetschek Company<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/spacewell.com\/es\/recursos\/blog\/tecnologia-nilm-workshop-europeo\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Talleres Europeos de tecnolog\u00eda NILM [NILM Workshop]\" \/>\n<meta property=\"og:description\" content=\"El pasado noviembre, el equipo de data science de DEXMA particip\u00f3 en el IV Taller Europeo de tecnolog\u00eda NILM (Non-Intrusive-Load-Monitoring) en Londres. El objetivo de esta serie de conferencias es servir como un punto de encuentro para todos los investigadores europeos que est\u00e1n trabajando en el tema de la desagregaci\u00f3n energ\u00e9tica tanto en la industria [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/spacewell.com\/es\/recursos\/blog\/tecnologia-nilm-workshop-europeo\/\" \/>\n<meta property=\"og:site_name\" content=\"Spacewell | A Nemetschek Company\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SpacewellHQ\" \/>\n<meta property=\"article:published_time\" content=\"2018-01-11T08:11:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/spacewell.com\/wp-content\/uploads\/2023\/09\/whats-more-mcs-800x533-1-768x512-2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t<meta property=\"og:image:height\" content=\"512\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"GR DEV\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@Spacewell_HQ\" \/>\n<meta name=\"twitter:site\" content=\"@Spacewell_HQ\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"GR DEV\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/recursos\\\/blog\\\/tecnologia-nilm-workshop-europeo\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/recursos\\\/blog\\\/tecnologia-nilm-workshop-europeo\\\/\"},\"author\":{\"name\":\"GR DEV\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/#\\\/schema\\\/person\\\/3ab9f25a5170063123a203b278975eb8\"},\"headline\":\"Talleres Europeos de tecnolog\u00eda NILM [NILM Workshop]\",\"datePublished\":\"2018-01-11T08:11:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/recursos\\\/blog\\\/tecnologia-nilm-workshop-europeo\\\/\"},\"wordCount\":753,\"publisher\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/recursos\\\/blog\\\/tecnologia-nilm-workshop-europeo\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/spacewell.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/whats-more-mcs-800x533-1-768x512-2.png\",\"articleSection\":[\"Blog\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/spacewell.com\\\/es\\\/recursos\\\/blog\\\/tecnologia-nilm-workshop-europeo\\\/\",\"url\":\"https:\\\/\\\/spacewell.com\\\/es\\\/recursos\\\/blog\\\/tecnologia-nilm-workshop-europeo\\\/\",\"name\":\"Talleres Europeos de tecnolog\u00eda NILM [NILM Workshop] - 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