{"id":2670,"date":"2022-09-19T16:24:00","date_gmt":"2022-09-19T20:24:00","guid":{"rendered":"https:\/\/symboticnew.wpenginepowered.com\/?p=2670"},"modified":"2026-05-20T11:19:01","modified_gmt":"2026-05-20T15:19:01","slug":"algoritmo-robusto-de-paletizacion-para-optimizar-los-pales-de-salida","status":"publish","type":"post","link":"https:\/\/www.symbotic.com\/es\/blog\/algoritmo-robusto-de-paletizacion-para-optimizar-los-pales-de-salida\/","title":{"rendered":"Algoritmo robusto de paletizaci\u00f3n para optimizar los pal\u00e9s de salida"},"content":{"rendered":"\n<section class=\"acf-block block-post-header\" id=\"block_da870334f44cd8e24c4849884c470f43\" data-theme=\"light\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"block-post-header__media\">\n\t\t\t\t\t\t\t\t\t<figure>\n\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-640x427.jpg\" class=\"attachment-3x2-md size-3x2-md\" alt=\"Brazo rob\u00f3tico industrial en funcionamiento en el entorno de una f\u00e1brica moderna, rodeado de estructuras met\u00e1licas verdes y maquinaria.\" srcset=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-640x427.jpg 640w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-300x200.jpg 300w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-1024x683.jpg 1024w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-768x512.jpg 768w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-1536x1025.jpg 1536w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-1619x1080.jpg 1619w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1-350x233.jpg 350w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/DSC00305-scaled-1.jpg 2000w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"block-post-header__content cms\">\n\t\t\t\n\t\t<div class=\"block-category\" id=\"block_677ac405f3a884c339e4b303e11e21b5\">\n\t\t\t\t\t\t\t<p class=\"supertext\">Blog<\/p>\n\t\t\t\t\t<\/div>\n\t\n\n\n<h1 class=\"wp-block-heading has-t-2-font-size\"><mark class=\"has-inline-color has-green-color\">Algoritmo<\/mark> robusto de <mark class=\"has-inline-color has-green-color\">paletizaci\u00f3n<\/mark> para optimizar los pal\u00e9s de salida<\/h1>\n\n\n\n\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<div class=\"single-content\">\n\t<div class=\"single-content__body cms\" id=\"block_c251e5fa9c818a1242e4e66fa9c26595\">\n\t\t\n\n<div class=\"block-media\" id=\"block_62f83e3601b752bb08d077c767403154\">\n\t<figure class=\"component-media component-media--video component-media--video-lightbox\">\n\t\t\t\t<div class=\"component-media__image\">\n\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-640x427.jpg\" class=\"attachment-3x2-md size-3x2-md\" alt=\"Brazo rob\u00f3tico industrial en un entorno fabril montando componentes met\u00e1licos sobre una estructura verde con vigas y maquinaria.\" srcset=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-640x427.jpg 640w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-300x200.jpg 300w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-1024x683.jpg 1024w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-768x512.jpg 768w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-1536x1024.jpg 1536w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-2048x1366.jpg 2048w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-1619x1080.jpg 1619w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2022\/09\/DSC00305-350x233.jpg 350w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><button class=\"video-control\" data-micromodal-trigger=\"modal-1\"><i class=\"icon-play\"><\/i><span>Reproducir v\u00eddeo<\/span><\/button>\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<figcaption class=\"component-media__caption\">Algoritmos robustos de paletizaci\u00f3n rob\u00f3tica para optimizar los pal\u00e9s de salida<\/figcaption>\n\t\t\t\t\t\t<\/figure>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">El sistema Symbotic crea pal\u00e9s de alta densidad con referencias mixtas, con productos preclasificados para mejorar la eficiencia en las fases posteriores del proceso, incluyendo la organizaci\u00f3n por pasillo o departamento para facilitar la reposici\u00f3n, o la secuencia de paradas de ruta para facilitar la entrega. Lo hace a un ritmo de m\u00e1s de 1.300 cajas por hora por c\u00e9lula, con una producci\u00f3n total del sistema superior a cuatro millones de cajas por semana.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El planificador de construcci\u00f3n de pal\u00e9s de Symbotic es como una partida de Tetris en 3D a gran velocidad. El software de IA, de gran complejidad, procesa r\u00e1pidamente un enorme n\u00famero de opciones para encontrar el reducido n\u00famero de posibilidades que se ajustan a todas las reglas estructurales y empresariales y que, aun as\u00ed, permiten crear un pal\u00e9 denso y estable. A continuaci\u00f3n, mediante una sofisticada visualizaci\u00f3n, el software dirige a los robots, equipados con herramientas patentadas en el extremo del brazo, para que coloquen las cajas en la mejor orientaci\u00f3n y posici\u00f3n para conseguir el pal\u00e9 perfecto.<\/p>\n\n\n\n<section class=\"acf-block block-testimonial-slider\" id=\"block_2dc09b9347f62fe729d4138364ce5c92\" data-theme=\"white\">\n\t<div class=\"container\">\n\t\t\t\t\t\t\t<div class=\"testimonial-slider\">\n\t\t\t\t<div class=\"testimonial-slider__wrapper swiper\">\n\t\t\t\t\t<div class=\"testimonial-slider__slides swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide swiper-slide\">\n\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__quote\">En Symbotic resolvemos problemas complejos en un entorno de trabajo integrado y en equipo. Independientemente del aspecto del sistema en el que te involucres, tendr\u00e1s la oportunidad de colaborar con otras personas que trabajan en retos estrechamente relacionados entre s\u00ed.<\/p>\n\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__meta\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__name\">Atul<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__title\">Arquitecto jefe de software, Symbotic<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"testimonial-pagination\">\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--prev\"\n\t\t\t\t\t\taria-label=\"Diapositiva anterior\"\n\t\t\t\t\t><\/button>\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--next\"\n\t\t\t\t\t\taria-label=\"Siguiente diapositiva\"\n\t\t\t\t\t><\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Esto es extremadamente complejo. Un pal\u00e9 suele incluir una amplia gama de art\u00edculos, como cajas de galletas saladas, sopa enlatada y agua embotellada. Hay que tener en cuenta aspectos f\u00edsicos: cada caja tiene unas dimensiones, un peso, unos centros de gravedad y unos \u00edndices de resistencia a la compresi\u00f3n \u00fanicos. Y hay reglas de negocio: los productos c\u00e1usticos deben colocarse en capas por debajo de los alimentos. Y los al\u00e9rgenos deben separarse. Adem\u00e1s, para los minoristas, el sistema construye pal\u00e9s de acuerdo con el planograma de cada tienda, agrupando los productos por pasillo o departamento para facilitar la reposici\u00f3n en las estanter\u00edas.<\/p>\n\n\n\n<section class=\"acf-block block-testimonial-slider\" id=\"block_c69111ebbafe7baa76bacbe164bb8d1c\" data-theme=\"white\">\n\t<div class=\"container\">\n\t\t\t\t\t\t\t<div class=\"testimonial-slider\">\n\t\t\t\t<div class=\"testimonial-slider__wrapper swiper\">\n\t\t\t\t\t<div class=\"testimonial-slider__slides swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide swiper-slide\">\n\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__quote\">En Symbotic, trabajamos en problemas realmente pr\u00e1cticos. Va m\u00e1s all\u00e1 de una simple prueba de concepto. Podemos ver c\u00f3mo nuestras soluciones funcionan en el mundo real. Y es muy gratificante ver c\u00f3mo nuestros clientes se benefician claramente de nuestras innovaciones.<\/p>\n\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__meta\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__name\">Zoe<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__title\">Ingeniero mec\u00e1nico s\u00e9nior con experiencia, Symbotic<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"testimonial-pagination\">\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--prev\"\n\t\t\t\t\t\taria-label=\"Diapositiva anterior\"\n\t\t\t\t\t><\/button>\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--next\"\n\t\t\t\t\t\taria-label=\"Siguiente diapositiva\"\n\t\t\t\t\t><\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">Resulta que la mejor manera de crear un pal\u00e9 ultraalto y estable es crear m\u00faltiples capas planas a lo largo del pal\u00e9 a medida que se construye. Esta innovadora forma de construir pal\u00e9s estables se basa en un algoritmo de paletizaci\u00f3n patentado impulsado por IA. El algoritmo planifica cada pal\u00e9 utilizando un conjunto de patrones y reglas complejos que permiten a pares de robots que trabajan en t\u00e1ndem colocar las cajas m\u00e1s r\u00e1pido que otras soluciones de paletizaci\u00f3n, sin dejar de crear pal\u00e9s estables. Por ejemplo, se utilizan cajas m\u00e1s pesadas y densas para reforzar las cajas con un centro de gravedad m\u00e1s alto.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Adem\u00e1s, el software puede replanificar con la misma velocidad y agilidad. Si falta una caja prevista, el software puede adaptarse sobre la marcha, replanificando el resto del pal\u00e9 para que pueda seguir construy\u00e9ndose de forma robotizada. Inserta una caja diferente o distribuye las cajas restantes para cubrir el hueco. El sistema construye pal\u00e9s m\u00e1s r\u00e1pido que otras soluciones rob\u00f3ticas del mercado. Los pal\u00e9s Symbotic suelen ser entre un treinta y un cincuenta por ciento m\u00e1s densos que los pal\u00e9s construidos manualmente. Esto permite una carga m\u00e1s eficiente de los camiones y un ahorro en los costes de transporte. Adem\u00e1s, permite que las operaciones posteriores sean tambi\u00e9n m\u00e1s eficientes.<\/p>\n\n\n\t\t\n<div class=\"social-share\">\n\t\t\t<span>Compartir<\/span>\n\t\t<div class=\"social-share__icons\">\n\t\t<a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.symbotic.com%2Fes%2Fblog%2Falgoritmo-robusto-de-paletizacion-para-optimizar-los-pales-de-salida%2F\" class=\"icon-social icon-social--facebook\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">Facebook<\/span>\n\t\t<\/a>\n\t\t<a href=\"https:\/\/twitter.com\/intent\/tweet?text=Algoritmo%20robusto%20de%20paletizaci%C3%B3n%20para%20optimizar%20los%20pal%C3%A9s%20de%20salida&#038;url=https%3A%2F%2Fwww.symbotic.com%2Fes%2Fblog%2Falgoritmo-robusto-de-paletizacion-para-optimizar-los-pales-de-salida%2F&#038;via=Symbotic%20%28Spanish%29\" class=\"icon-social icon-social--x\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span 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electr\u00f3nico<\/span>\n\t\t<\/a>\n\t<\/div>\n<\/div>\n\t<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":11,"featured_media":556,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"editor_notices":[],"footnotes":""},"categories":[22],"tags":[],"content_type":[],"class_list":["post-2670","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Algoritmo robusto de paletizaci\u00f3n para optimizar los pal\u00e9s de salida - Symbotic (Spanish)<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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