{"id":21332,"date":"2026-05-31T15:58:40","date_gmt":"2026-05-31T13:58:40","guid":{"rendered":"https:\/\/thesmartcityjournal.cibeles.net\/sin-categorizar\/ia-para-optimizar-paneles-solares\/"},"modified":"2026-05-31T16:09:50","modified_gmt":"2026-05-31T14:09:50","slug":"ia-para-optimizar-paneles-solares","status":"publish","type":"post","link":"https:\/\/www.thesmartcityjournal.com\/es\/renovables\/ia-para-optimizar-paneles-solares","title":{"rendered":"IA para optimizar paneles solares"},"content":{"rendered":"<p><i><span style=\"font-weight: 400\">La C\u00e1tedra ENIA-UPV premia un trabajo final de grado que aplica la IA para optimizar la ubicaci\u00f3n, tama\u00f1o y orientaci\u00f3n de paneles solares urbanos<\/span><\/i><\/p>\n<p><span style=\"font-weight: 400\">Una nueva metodolog\u00eda que, mediante visi\u00f3n artificial, estima el potencial solar fotovoltaico de una localidad a gran escala y detecta las superficies aptas para la \u00f3ptima instalaci\u00f3n de paneles solares fotovoltaicos: \u00e9ste es\u00a0<\/span><span style=\"font-weight: 400\">uno de los Trabajos Final de Grado (TFG) premiado por la C\u00e1tedra ENIA-UPV en IA desarrollo sostenible, que cuenta con Nunsys Group como empresa promotora.\u00a0<\/span><span style=\"font-weight: 400\">E<\/span><span style=\"font-weight: 400\">l estudiante de la Universitat Polit\u00e8cnica de Val\u00e8ncia (UPV) Emmanuel Jean Daniel Pic es el autor.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Esta metodolog\u00eda utiliza un algoritmo de inteligencia artificial con ortofotos de alta definici\u00f3n y archivos de puntos 3D (LIDAR) obtenidos del Centro de Descargas del Centro Nacional de Informaci\u00f3n Geogr\u00e1fica (CNIG), adem\u00e1s de informaci\u00f3n catastral proporcionada por las p\u00e1ginas de datos abiertos del Gobierno y de los ayuntamientos, as\u00ed como datos de generaci\u00f3n de energ\u00eda de la herramienta web PVGIS.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Toda esa informaci\u00f3n se trata con varios softwares de visi\u00f3n artificial, m\u00e1scaras binarias, filtrado de nubes de puntos, modelos digitales de elevaciones, mapas de irradiaci\u00f3n, georreferenciaci\u00f3n de capas y optimizaci\u00f3n con limitaciones geom\u00e9tricas.<\/span><\/p>\n<p><span style=\"font-weight: 400\">De este modo, la metodolog\u00eda propuesta agrupa una serie de par\u00e1metros necesarios para maximizar la energ\u00eda anual generada por cada superficie como la radiaci\u00f3n solar recibida, las sombras proyectadas, la pendiente y la orientaci\u00f3n cardinal. Y facilita, de forma autom\u00e1tica, la mejor configuraci\u00f3n de paneles al valorar distintos tama\u00f1os, posiciones, inclinaciones y orientaciones con respecto al sol.<\/span><\/p>\n<p><span style=\"font-weight: 400\">El director de la C\u00e1tedra ENIA-UPV y director de VRAIN de la UPV, Vicent Botti, explica que \u201ceste trabajo muestra c\u00f3mo la complejidad de los problemas causados por el cambio clim\u00e1tico exige explorar nuevas soluciones y optimizar las existentes. En este contexto, la inteligencia artificial se erige como la tecnolog\u00eda \u00f3ptima para dar respuesta a los desaf\u00edos de las ciudades sostenible<\/span><i><span style=\"font-weight: 400\">s<\/span><\/i><span style=\"font-weight: 400\">\u201d.<\/span><\/p>\n<h2>Escasez de superficies con caracter\u00edsticas adecuadas<\/h2>\n<p><span style=\"font-weight: 400\">Con el incremento global de la demanda de energ\u00eda \u201cse espera que las renovables jueguen un papel crucial en el suministro energ\u00e9tico de los centros urbanos, con especial \u00e9nfasis en la energ\u00eda solar fotovoltaica, debido a su desarrollo comercial y la madurez de su tecnolog\u00eda. Sin embargo, uno de los mayores problemas que afronta esta tecnolog\u00eda es la escasez de superficies con caracter\u00edsticas adecuadas para su correcto aprovechamiento, por lo que esta metodolog\u00eda logra optimizar la instalaci\u00f3n de paneles solares fotovoltaicos\u201d, a\u00f1ade el alumno de la UPV, Emmanuel Jean Daniel Pic.<\/span><\/p>\n<h2>Caso pr\u00e1ctico en Illa Perduda<\/h2>\n<p><span style=\"font-weight: 400\">Un ejemplo de su aplicaci\u00f3n se ha llevado a cabo en el barrio de la ciudad de Valencia de Illa Perduda. Tras aplicar esta metodolog\u00eda, el barrio obtuvo un valor de energ\u00eda generable de 4,45 GWh\/a\u00f1o para una superficie \u00fatil de 21.159 m2. La metodolog\u00eda aplicada a esta zona de Val\u00e8ncia indica que no siempre un arreglo con un panel de mayor potencia nominal ser\u00e1 el que mayor energ\u00eda genere, y que a veces un panel m\u00e1s peque\u00f1o permite crear un arreglo capaz de generar una mayor energ\u00eda total, ya que sus dimensiones se acomodan mejor a la superficie.<\/span><\/p>\n<p><span style=\"font-weight: 400\">La inclinaci\u00f3n de panel m\u00e1s adecuada para maximizar la generaci\u00f3n de energ\u00eda es cerca de los 35\u00b0. Orientar los paneles al sur en una cubierta con otra orientaci\u00f3n no compensa el mayor n\u00famero de paneles, y por tanto la mayor potencia instalada, que la configuraci\u00f3n paralela a los bordes de la cubierta es capaz de acomodar en las superficies.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>La C\u00e1tedra ENIA-UPV premia un trabajo final de grado que aplica la IA para optimizar la ubicaci\u00f3n, tama\u00f1o y orientaci\u00f3n de paneles solares urbanos Una nueva metodolog\u00eda que, mediante visi\u00f3n artificial, estima el potencial solar fotovoltaico de una localidad a gran escala y detecta las superficies aptas para la \u00f3ptima instalaci\u00f3n de paneles solares fotovoltaicos:\u2026<\/p>\n","protected":false},"author":2,"featured_media":21331,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_scj_primary_category_id":63,"_scj_featured":false,"_scj_featured_from":"","_scj_featured_until":"","_scj_featured_order":0,"_scj_visibility_class":"current","_scj_layout_family":"standard","_scj_article_style":"","_scj_display_overrides":[],"_scj_intro_image_id":21331,"_scj_intro_alt":"IA para optimizar paneles solares","_scj_intro_caption":"","_scj_intro_class":"","_scj_intro_float":"","_scj_full_image_id":21331,"_scj_full_alt":"IA para optimizar paneles 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