{"id":3307,"date":"2024-11-10T10:57:48","date_gmt":"2024-11-10T09:57:48","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/project\/pioneers\/"},"modified":"2025-09-17T09:25:19","modified_gmt":"2025-09-17T07:25:19","slug":"pioneers","status":"publish","type":"proyecto","link":"https:\/\/www.mosaicfactor.com\/es\/projects\/pioneers\/","title":{"rendered":"PIONEERS"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00bb1&#8243; admin_label=\u00bbsection\u00bb _builder_version=\u00bb4.27.2&#8243; custom_margin=\u00bb0px||||false|false\u00bb custom_padding=\u00bb0px||||false|false\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Pron\u00f3stico de transporte de contenedores.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||0em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Cliente<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row module_id=\u00bbfila-clientes\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb150%\u00bb custom_padding=\u00bb0em||2em||false|false\u00bb custom_css_free_form=\u00bbselector .et_pb_module{||  padding:0 1em;||  min-width:12%;||}\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb custom_css_main_element=\u00bbdisplay:flex;||align-items:center;||flex-flow:wrap;;\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/12\/european-comission-logo.webp\u00bb title_text=\u00bbeuropean-comission-logo\u00bb url=\u00bbhttps:\/\/pioneers-ports.eu\/\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||0em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Partners<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row module_id=\u00bbfila-clientes\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb95%\u00bb custom_padding=\u00bb0em||0em||true|false\u00bb custom_css_free_form=\u00bbselector .et_pb_module{||  padding:0 1em;||  min-width:12%;||}\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb custom_css_main_element=\u00bbdisplay:flex;||align-items:center;||flex-flow:wrap;;\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-portic.webp\u00bb title_text=\u00bblogo-portic\u00bb url=\u00bbhttps:\/\/www.portic.net\/\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb120px\u00bb width_tablet=\u00bb120px\u00bb width_phone=\u00bb200px\u00bb width_last_edited=\u00bbon|phone\u00bb max_width=\u00bb120px\u00bb max_width_tablet=\u00bb120px\u00bb max_width_phone=\u00bb180px\u00bb max_width_last_edited=\u00bbon|phone\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-port-barcelona.webp\u00bb title_text=\u00bblogo-port-barcelona\u00bb url=\u00bbhttps:\/\/www.portdebarcelona.cat\/es\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb120px\u00bb width_tablet=\u00bb120px\u00bb width_phone=\u00bb200px\u00bb width_last_edited=\u00bbon|tablet\u00bb max_width=\u00bb120px\u00bb max_width_tablet=\u00bb250px\u00bb max_width_phone=\u00bb250px\u00bb max_width_last_edited=\u00bbon|tablet\u00bb custom_css_main_element=\u00bbmax-width:fit-content;\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.27.2&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb width=\u00bb100%\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||1em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Problema<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Las pymes de camiones dedicadas a procesos de transporte de importaci\u00f3n\/exportaci\u00f3n desde y hacia el Port de Barcelona no dispon\u00edan de informaci\u00f3n sobre su previsi\u00f3n de transporte para el corto-medio plazo.<\/p>\n<p>Conocer de antemano la cantidad de camiones que ser\u00e1n necesarios en per\u00edodos futuros es crucial para mejorar la eficiencia y la planificaci\u00f3n de los contenedores que necesitan ser transportados en cami\u00f3n, especialmente para las empresas de transporte.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb custom_margin=\u00bb||1em||false|false\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Soluci\u00f3n<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb hover_enabled=\u00bb0&#8243; global_colors_info=\u00bb{}\u00bb sticky_enabled=\u00bb0&#8243;]<\/p>\n<p>La soluci\u00f3n de Mosaic Factor para PIONEERS demuestra un Forecast de Transporte de Contenedores para pymes que est\u00e1n trabajando en el ecosistema del Port de Barcelona para mejorar la eficiencia y la planificaci\u00f3n de los contenedores que necesitan ser transportados por cami\u00f3n.<\/p>\n<p><strong>Utilizando t\u00e9cnicas de ML<\/strong>, la soluci\u00f3n <strong>pronostica los movimientos de camiones en el Port de Barcelona<\/strong> en funci\u00f3n de los datos de entrada y salida disponibles en el Port Community System.<\/p>\n<p><iframe loading=\"lazy\" title=\"PIONEERS Container transport forecast MosaicFactor\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/s7w4qV5bN2s?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p><strong>Optimizaci\u00f3n de flotas<\/strong><\/p>\n<p>Nuestra herramienta propone un plan de trabajo para el siguiente d\u00eda laborable optimizando la flota teniendo en cuenta las reglas de negocio (OTs asignadas a cada empresa) y las preferencias definidas por el planificador de tr\u00e1fico. Todas las \u00f3rdenes de transporte se asignan autom\u00e1ticamente a un cami\u00f3n\/conductor de manera eficiente, mostrando la ruta propuesta al conductor.<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/11\/project-pioneers-image-2.webp\u00bb title_text=\u00bbproject-pioneers-image-2&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>El sistema predice los OT que se asignan a aut\u00f3nomos y los que no se pueden cubrir internamente y necesitan ser subcontratados a empresas de transporte externas.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p><strong>Predicci\u00f3n de la visualizaci\u00f3n de la demanda<\/strong><\/p>\n<p>Las pymes encargadas del transporte de camiones por la zona portuaria necesitan saber de antemano cu\u00e1ntos pedidos de transporte se recibir\u00e1n en los pr\u00f3ximos d\u00edas para organizar su flota y contratar conductores aut\u00f3nomos adicionales si es necesario. Este problema se resuelve viendo la predicci\u00f3n de la demanda para el pr\u00f3ximo per\u00edodo (la pr\u00f3xima semana).<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/11\/project-pioneers-image-1.webp\u00bb title_text=\u00bbproject-pioneers-image-1&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Las \u00f3rdenes de transporte se pueden mostrar en un mapa seleccionando los diferentes camiones.<\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Data<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p><span>Para promover el desarrollo de las dos herramientas presentadas en este caso, PORTIC ha habilitado una API con acceso a datos espec\u00edficos del Sistema de Comunidad Portuaria, limitada a la informaci\u00f3n esencial de las dos empresas de transporte colaboradoras involucradas en los proyectos.<\/span><\/p>\n<ul>\n<li><span>Para la <strong>herramienta de optimizaci\u00f3n de flotas<\/strong>, la soluci\u00f3n tecnol\u00f3gica de Mosaic Factor se basa en la evoluci\u00f3n de la herramienta VROOM (M\u00e1quina de Optimizaci\u00f3n de Enrutamiento de Veh\u00edculos de C\u00f3digo Abierto), una soluci\u00f3n de c\u00f3digo abierto especializada en el desaf\u00edo del Problema de Enrutamiento de Veh\u00edculos y en otros escenarios complejos de optimizaci\u00f3n de rutas. <\/span><\/li>\n<li><span>Para la <strong>herramienta de predicci\u00f3n de demanda<\/strong>, Mosaic Factor ha probado varios modelos predictivos para identificar el m\u00e1s eficiente. En \u00faltima instancia, el modelo ganador, que tuvo el mejor rendimiento, fue el Modelo de Aumento de Gradiente Estoc\u00e1stico, que ha demostrado una alta precisi\u00f3n en la predicci\u00f3n de la demanda agregada semanal, tanto para los flujos de importaci\u00f3n como de exportaci\u00f3n.<\/span><\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h2>Resultados<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=\u00bb4.27.4&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p><span>La soluci\u00f3n de Pron\u00f3stico de Transporte de Contenedores para el Puerto de Barcelona ha generado los siguientes beneficios:<\/span><\/p>\n<ul>\n<li><span>Predicci\u00f3n de la tendencia (aumento o disminuci\u00f3n) de los pedidos de transporte una semana antes. <\/span><\/li>\n<li><span>Reducci\u00f3n del tiempo y la distancia en carretera en la ejecuci\u00f3n de los pedidos de transporte. <\/span><\/li>\n<li><span>Automatizaci\u00f3n y reducci\u00f3n del trabajo manual en la asignaci\u00f3n de pedidos de transporte. <\/span><\/li>\n<li><span>Beneficios ambientales. <\/span><\/li>\n<\/ul>\n<p><span>Mosaic Factor est\u00e1 trabajando actualmente en algunos KPI para comparar los procesos manuales con los resultados de la herramienta. Las siguientes iteraciones est\u00e1n planeadas:<\/span><\/p>\n<ol>\n<li><span>Optimizaci\u00f3n de la flota para franjas horarias en lugar del d\u00eda anterior. <\/span><\/li>\n<li><span>A\u00f1adir datos del ecosistema portuario a la previsi\u00f3n de la demanda.<\/span><\/li>\n<\/ol>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Container Transport Forecast<\/p>\n","protected":false},"author":1,"featured_media":986,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"industry":[149,140],"solution":[173,150],"class_list":["post-3307","proyecto","type-proyecto","status-publish","has-post-thumbnail","hentry","industry-logistica","industry-research","solution-modelos-de-optimizacion","solution-modelos-predictivos"],"acf":[],"yoast_head":"<!-- This site is optimized with the 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