{"id":1501,"date":"2025-05-01T11:40:37","date_gmt":"2025-05-01T09:40:37","guid":{"rendered":"https:\/\/www.charlyverse.com\/?p=1501"},"modified":"2026-01-21T16:16:33","modified_gmt":"2026-01-21T15:16:33","slug":"como-las-empresas-estan-utilizando-la-ia-y-camaras-para-aprovechar-mas-eficientemente-la-energia-renovable","status":"publish","type":"post","link":"https:\/\/www.charlyverse.com\/es\/como-las-empresas-estan-utilizando-la-ia-y-camaras-para-aprovechar-mas-eficientemente-la-energia-renovable\/","title":{"rendered":"C\u00f3mo las empresas est\u00e1n utilizando la IA y c\u00e1maras para aprovechar m\u00e1s eficientemente la energ\u00eda renovable"},"content":{"rendered":"<p>Es una ma\u00f1ana nubosa en el sur de Hesse. Los primeros rayos de sol atraviesan un velo de nubes a la deriva. Muy arriba, en la azotea de un edificio, una c\u00e1mara emite un zumbido casi imperceptible. No est\u00e1 all\u00ed para vigilar a la gente, sino las nubes. M\u00e1s concretamente: su movimiento, su estructura y los cambios sutiles que conllevan. Porque aqu\u00ed, donde convergen datos meteorol\u00f3gicos, paneles fotovoltaicos y algoritmos, se est\u00e1 gestando silenciosamente una peque\u00f1a parte de la transici\u00f3n energ\u00e9tica.<\/p>\n<p>La c\u00e1mara forma parte de un sistema de investigaci\u00f3n desarrollado por WiriTec GmbH, empresa especializada en soluciones de gesti\u00f3n energ\u00e9tica. El objetivo: ayudar a las empresas a alinear mejor sus procesos de producci\u00f3n con la disponibilidad fluctuante de fuentes de energ\u00eda renovable. Detr\u00e1s de esto hay una necesidad pr\u00e1ctica\u2014tanto econ\u00f3mica como ambiental.<\/p>\n<h2><strong>El problema de la sincronizaci\u00f3n perfecta<\/strong><\/h2>\n<p>La energ\u00eda solar ya no es un sue\u00f1o futurista\u2014es una realidad instalada en incontables tejados de empresas. Pero, por muy limpia que sea esta energ\u00eda, no se activa con solo presionar un bot\u00f3n. Cuando el sol brilla, la electricidad fluye. Cuando llegan las nubes, la fuente se apaga. Para empresas que requieren de operaciones continuas, esto representa un problema serio.<\/p>\n<p>\u201cEn Alemania, enfrentamos la paradoja de generar con frecuencia m\u00e1s electricidad de la que podemos utilizar en d\u00edas soleados, mientras que en otros apenas cubrimos la demanda,\u201d afirma Adrian Merkel, Director General de WiriTec GmbH. Como resultado, mucha energ\u00eda valiosa se desperdicia\u2014o debe almacenarse a un alto costo. Pero los procesos de producci\u00f3n solo pueden adaptarse con flexibilidad si se sabe cu\u00e1nta energ\u00eda habr\u00e1 disponible y cu\u00e1ndo.<\/p>\n<h2><strong>Inteligencia artificial al servicio de la meteorolog\u00eda<\/strong><\/h2>\n<p>Como parte de un proyecto de investigaci\u00f3n, han desarrollado una suerte de sistema de predicci\u00f3n a corto plazo de la energ\u00eda solar, utilizando c\u00e1maras orientadas al cielo, estaciones meteorol\u00f3gicas locales y sofisticados algoritmos de inteligencia artificial. Las c\u00e1maras capturan im\u00e1genes del cielo a intervalos cortos. Luego, el software analiza los patrones de movimiento de las nubes, la intensidad de la luz y otras variables. Los datos meteorol\u00f3gicos cl\u00e1sicos\u2014como la direcci\u00f3n del viento, la temperatura y la humedad\u2014completan el panorama.<\/p>\n<p>El resultado: una predicci\u00f3n sumamente precisa de la producci\u00f3n solar para las pr\u00f3ximas horas\u2014o incluso minutos. Estos datos pueden integrarse directamente en el sistema de gesti\u00f3n energ\u00e9tica de la empresa.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1847 aligncenter\" src=\"https:\/\/www.charlyverse.com\/wp-content\/uploads\/2025\/06\/speedikon_Bild_Samuel.jpg\" alt=\"\" width=\"260\" height=\"385\" \/><\/p>\n<h2><strong>De la predicci\u00f3n a la toma de decisiones<\/strong><\/h2>\n<p>Lo que a primera vista puede parecer abstracto tiene efectos pr\u00e1cticos y concretos para las empresas. Si se prev\u00e9 un periodo de fuerte radiaci\u00f3n solar dentro de 30 minutos, un proceso de alto consumo energ\u00e9tico \u2014como calentar un sistema industrial\u2014 puede programarse para coincidir. Por el contrario, si el rendimiento solar previsto es bajo, las empresas pueden cambiar proactivamente a otras fuentes de energ\u00eda o realizar tareas que consuman menos energ\u00eda.<\/p>\n<p>\u201cSe trata de hacer que tus procesos sean m\u00e1s inteligentes\u2014en sinton\u00eda con las condiciones clim\u00e1ticas actuales,\u201d dicen desde WiriTec. En tiempos de precios energ\u00e9ticos en aumento y creciente responsabilidad clim\u00e1tica, es un enfoque que tiene sentido\u2014no solo ecol\u00f3gicamente, sino tambi\u00e9n desde el punto de vista econ\u00f3mico.<\/p>\n<p>&nbsp;<\/p>\n<p><em>Im\u00e1genes: WiriTec GmbH<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Es una ma\u00f1ana nubosa en el sur de Hesse. Los primeros rayos de sol atraviesan un velo de nubes a la deriva. Muy arriba, en la azotea de un edificio, una c\u00e1mara emite un zumbido casi imperceptible. No est\u00e1 all\u00ed para vigilar a la gente, sino las nubes. M\u00e1s concretamente: su movimiento, su estructura y [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1322,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"0","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","osh_disable_topbar_sticky":"default","osh_disable_header_sticky":"default","osh_sticky_header_style":"default","osh_sticky_header_effect":"","osh_custom_sticky_logo":0,"osh_custom_retina_sticky_logo":0,"osh_custom_sticky_logo_height":0,"osh_background_color":"","osh_links_color":"","osh_links_hover_color":"","osh_links_active_color":"","osh_links_bg_color":"","osh_links_hover_bg_color":"","osh_links_active_bg_color":"","osh_menu_social_links_color":"","osh_menu_social_hover_links_color":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[104],"tags":[],"class_list":["post-1501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gestion-energetica","entry","has-media"],"yoast_head":"<!-- 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