{"id":3258,"date":"2024-10-10T10:54:13","date_gmt":"2024-10-10T08:54:13","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/project\/aveiro\/"},"modified":"2025-01-02T08:16:10","modified_gmt":"2025-01-02T07:16:10","slug":"aveiro","status":"publish","type":"proyecto","link":"https:\/\/www.mosaicfactor.com\/es\/projects\/aveiro\/","title":{"rendered":"AVEIRO"},"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 custom_padding=\u00bb||0px||false|false\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>Prediciendo la ocupaci\u00f3n de la red de autobuses <\/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=\u00bb100%\u00bb custom_padding=\u00bb2em||2em||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\/project-aveiro-logo.svg\u00bb title_text=\u00bbproject-aveiro-logo\u00bb url=\u00bbhttps:\/\/www.aveirotechcity.pt\/en\u00bb url_new_window=\u00bbon\u00bb _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb width=\u00bb120px\u00bb max_width=\u00bb120px\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 locked=\u00bboff\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>Partner<\/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=\u00bb2em||2em||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\/12\/Transdev.webp\u00bb title_text=\u00bbTransdev\u00bb url=\u00bbhttps:\/\/www.transdev.com\/en\/\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||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>En Mosaic Factor participamos en el Aveiro Tech City Urban Challenge para generar una plataforma predictiva \u201cMobility Insider\u201d para predecir y optimizar la ocupaci\u00f3n de la red de autobuses de la ciudad de Aveiro (Portugal).<\/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=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb text_font_size=\u00bb18px\u00bb text_line_height=\u00bb1.6em\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Sistema de apoyo a la toma de decisiones para optimizar la movilidad de Aveiro, simplificando las decisiones complejas. <br \/>Mosaic desarroll\u00f3 una soluci\u00f3n de IA que inclu\u00eda un <strong>m\u00f3dulo de predicci\u00f3n<\/strong> y un <strong>m\u00f3dulo de optimizaci\u00f3n<\/strong>.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><strong>M\u00f3dulo de predicci\u00f3n\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>El uso de la IA predice el n\u00famero de pasajeros en cada parada de autob\u00fas y estima la ocupaci\u00f3n de los autobuses con hasta 48 horas de antelaci\u00f3n.<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-aveiro-image-1.webp\u00bb title_text=\u00bbproject-aveiro-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<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><strong>M\u00f3dulo de optimizaci\u00f3n<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Asigna los veh\u00edculos y conductores en el horario de los autobuses, optimizando el consumo de combustible y las emisiones de CO2.<\/p>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-aveiro-image-2.webp\u00bb title_text=\u00bbproject-aveiro-image-2&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb locked=\u00bboff\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<h2>Resultados<\/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 locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><strong>M\u00f3dulo de predicci\u00f3n\/strong>: predice pasajeros en cada parada de la red con un 85% de precisi\u00f3n.<\/li>\n<li><strong>M\u00f3dulo de Optimizaci\u00f3n<\/strong>: para asignar el horario m\u00e1s eficiente para veh\u00edculos y conductores, lo que result\u00f3 en una disminuci\u00f3n del 24% en las emisiones de CO2.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_image src=\u00bbhttps:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/project-aveiro-image-3.webp\u00bb title_text=\u00bbproject-aveiro-image-3&#8243; _builder_version=\u00bb4.27.2&#8243; _module_preset=\u00bbdefault\u00bb max_width=\u00bb1000px\u00bb module_alignment=\u00bbcenter\u00bb locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prediciendo la ocupaci\u00f3n de la red de autobuses<\/p>\n","protected":false},"author":1,"featured_media":966,"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":[139],"solution":[150,154],"class_list":["post-3258","proyecto","type-proyecto","status-publish","has-post-thumbnail","hentry","industry-mobility","solution-modelos-predictivos","solution-prevision-de-demanda-y-coste"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mosaic Factor<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:site_name\" content=\"Mosaic Factor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@mosaicfactor\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"CollectionPage\",\"@id\":null,\"url\":\"\",\"name\":\"\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/#website\"},\"inLanguage\":\"es\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/#website\",\"url\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/\",\"name\":\"Mosaic Factor\",\"description\":\"Solving problems with big data\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/#organization\",\"name\":\"Mosaic Factor SL\",\"url\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.mosaicfactor.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/logo-header-color-mosaic.webp\",\"contentUrl\":\"https:\\\/\\\/www.mosaicfactor.com\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/logo-header-color-mosaic.webp\",\"width\":475,\"height\":114,\"caption\":\"Mosaic Factor SL\"},\"image\":{\"@id\":\"https:\\\/\\\/www.mosaicfactor.com\\\/es\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/mosaicfactor\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Mosaic Factor","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"\/","og_locale":"es_ES","og_type":"article","og_site_name":"Mosaic Factor","twitter_card":"summary_large_image","twitter_site":"@mosaicfactor","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"CollectionPage","@id":null,"url":"","name":"","isPartOf":{"@id":"https:\/\/www.mosaicfactor.com\/es\/#website"},"inLanguage":"es"},{"@type":"WebSite","@id":"https:\/\/www.mosaicfactor.com\/es\/#website","url":"https:\/\/www.mosaicfactor.com\/es\/","name":"Mosaic Factor","description":"Solving problems with big data","publisher":{"@id":"https:\/\/www.mosaicfactor.com\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.mosaicfactor.com\/es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/www.mosaicfactor.com\/es\/#organization","name":"Mosaic Factor SL","url":"https:\/\/www.mosaicfactor.com\/es\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/www.mosaicfactor.com\/es\/#\/schema\/logo\/image\/","url":"https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-header-color-mosaic.webp","contentUrl":"https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2024\/10\/logo-header-color-mosaic.webp","width":475,"height":114,"caption":"Mosaic Factor SL"},"image":{"@id":"https:\/\/www.mosaicfactor.com\/es\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/mosaicfactor"]}]}},"_links":{"self":[{"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/proyecto\/3258"}],"collection":[{"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/proyecto"}],"about":[{"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/types\/proyecto"}],"author":[{"embeddable":true,"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":22,"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/proyecto\/3258\/revisions"}],"predecessor-version":[{"id":4067,"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/proyecto\/3258\/revisions\/4067"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/media\/966"}],"wp:attachment":[{"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/media?parent=3258"}],"wp:term":[{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/industry?post=3258"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/www.mosaicfactor.com\/es\/wp-json\/wp\/v2\/solution?post=3258"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}