{"id":27379,"date":"2023-02-01T12:13:22","date_gmt":"2023-02-01T11:13:22","guid":{"rendered":"https:\/\/www.maior.it\/?p=27379"},"modified":"2025-05-19T12:44:23","modified_gmt":"2025-05-19T10:44:23","slug":"optimizacao-de-horarios-multilinha-3-casos-praticos","status":"publish","type":"post","link":"https:\/\/www.maior.it\/pt\/optimizacao-de-horarios-multilinha-3-casos-praticos\/","title":{"rendered":"Optimiza\u00e7\u00e3o de Hor\u00e1rios Multilinha: 3 Casos Pr\u00e1ticos"},"content":{"rendered":"<section class=\"wpb-content-wrapper\">[vc_row full_width=&#8221;stretch_row&#8221; equal_height=&#8221;yes&#8221; wpex_bg_overlay=&#8221;custom&#8221; css=&#8221;.vc_custom_1693563199368{background-image: url(https:\/\/www.maior.it\/wp-content\/uploads\/2023\/09\/Multiline-Timetable-Planning-Optimization.jpeg?id=2836) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_class=&#8221;evento_riga_slide&#8221; wpex_bg_overlay_image=&#8221;1947&#8243; wpex_bg_overlay_opacity=&#8221;0.85&#8243;][vc_column width=&#8221;1\/6&#8243;][\/vc_column][vc_column width=&#8221;2\/3&#8243;]<nav class=\"vcex-breadcrumbs vcex-breadcrumbs--links-inherit-color vcex-breadcrumbs--custom-color center_desktop bread\" style=\"color:#b9d6f4;--vcex-breadcrumbs-sep-color:#b9d6f4;font-size:14px;font-family:&#039;Inter&#039;,sans-serif;line-height:140%;\"><span><span><a href=\"https:\/\/www.maior.it\/pt\/\">Home<\/a><\/span><\/span><\/nav><div class=\"vcex-module vcex-page-title center_desktop evento_riga_slide_titolo desktop\"><h2 class=\"wpex-heading vcex-page-title__heading wpex-text-3xl\" style=\"color:#ffffff;\"><span class=\"vcex-page-title__text\">Optimiza\u00e7\u00e3o de Hor\u00e1rios Multilinha: 3 Casos Pr\u00e1ticos<\/span><\/h2><\/div>[\/vc_column][vc_column width=&#8221;1\/6&#8243;][\/vc_column][\/vc_row][vc_row el_class=&#8221;articolo_riga_content&#8221;][vc_column][vc_column_text css=&#8221;.vc_custom_1742571209008{margin-top: 40px !important;}&#8221; text_align=&#8221;center&#8221;]\n<div class=\"movable removable mosaic-tile mosaic-collective.themefragments.fragment-tile\">\n<div class=\"mosaic-tile-content\">\n<section id=\"section_title_description\" class=\"lrblock\" title=\"Timetable Optimization for Multiple Lines: 3 Case Studies\" data-anchor=\"anchor-Timetable Optimization for Multiple Lines: 3 Case Studies\">\n<div class=\"container flex\">\n<div class=\"halftext bodytext\">\n<h2 class=\"h2sectiono\" style=\"text-align: left;\">Optimiza\u00e7\u00e3o de Hor\u00e1rios Multilinha: 3 Casos Pr\u00e1ticos<\/h2>\n<p>&nbsp;<\/p>\n<div class=\"textsectiono textleft\" style=\"text-align: left;\">\n<p>No seguinte artigo, veremos como otimizar os hor\u00e1rios para m\u00faltiplas linhas de servi\u00e7o para atender melhor \u00e0s necessidades de transporte de passageiros e como a gest\u00e3o das conex\u00f5es pode melhorar a oferta do servi\u00e7o e reduzir os custos operacionais.<\/p>\n<p>J\u00e1 vimos no artigo\u00a0<a href=\"https:\/\/www.maior.it\/en\/blog\/timetable-optimization-urban-corridors\" data-linktype=\"external\" data-val=\"https:\/\/www.maior.it\/en\/blog\/timetable-optimization-urban-corridors\"><strong>&#8220;Otimiza\u00e7\u00e3o de Hor\u00e1rios em Corredores Urbanos&#8221;<\/strong><\/a>, como \u00e9 poss\u00edvel otimizar os hor\u00e1rios em corredores urbanos utilizando a Suite MAIOR para o Transporte P\u00fablico.<\/p>\n<p>Agora, vamos ver 3 casos pr\u00e1ticos de utiliza\u00e7\u00e3o do algoritmo para otimiza\u00e7\u00e3o de hor\u00e1rios em linhas m\u00faltiplas:<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<div class=\"movable removable mosaic-tile mosaic-collective.themefragments.fragment-tile\">\n<div class=\"mosaic-tile-content\">\n<section id=\"fragment-sectiono\" class=\"lrblock\" title=\"Case 1: Regularization of frequency between vehicles\" data-anchor=\"anchor-Case 1: Regularization of frequency between vehicles\">\n<div class=\"container flex left\">\n<div class=\"half bodytext\">\n<h2 class=\"h2sectiono\" style=\"text-align: left;\">Caso 1: Regulariza\u00e7\u00e3o de Frequ\u00eancias entre Ve\u00edculos<\/h2>\n<h4 class=\"h4sectiono\" style=\"text-align: left;\">LINHA URBANA + LINHA URBANA<\/h4>\n<p>&nbsp;<\/p>\n<div class=\"textsectiono textleft\">\n<p style=\"text-align: left;\">Neste primeiro caso, abordamos a otimiza\u00e7\u00e3o de hor\u00e1rios em v\u00e1rias linhas que possuem trajetos em comum, com o objetivo de <strong>regularizar a frequ\u00eancia<\/strong> entre os ve\u00edculos.<\/p>\n<p style=\"text-align: left;\">Primeiro, configuramos o algoritmo definindo os tempos de percurso das linhas que ser\u00e3o utilizadas e, em seguida, definimos os tempos de perman\u00eancia m\u00ednimos e m\u00e1ximos, bem como as paradas principais.<\/p>\n<p style=\"text-align: left;\">O algoritmo dedicado \u00e0 otimiza\u00e7\u00e3o de hor\u00e1rios elabora uma solu\u00e7\u00e3o multilinha para a frequ\u00eancia, definindo-a por faixa hor\u00e1ria para linhas que compartilham ve\u00edculos em partes da rede, levando em conta os tempos de percurso.<\/p>\n<p style=\"text-align: left;\">\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n[\/vc_column_text][vc_empty_space][vc_single_image image=&#8221;2841&#8243; alignment=&#8221;center&#8221;][vc_column_text css=&#8221;.vc_custom_1742571295886{margin-top: 40px !important;}&#8221; text_align=&#8221;center&#8221;]\n<h2 class=\"h2sectiono\" style=\"text-align: left;\">Caso 2: Altern\u00e2ncia entre Diferentes Linhas<\/h2>\n<h4 class=\"h4sectiono\" style=\"text-align: left;\">2 LINHAS<\/h4>\n<p>&nbsp;<\/p>\n<div class=\"textsectiono textright\">\n<p style=\"text-align: left;\">No segundo caso, tratamos de equilibrar viagens entre dois terminais, ou seja, planejar uma solu\u00e7\u00e3o de hor\u00e1rios multilinha que gere viagens que terminam em pontos diferentes, mas que t\u00eam partes do seu trajeto em comum.<\/p>\n<div class=\"textsectiono textleft\">\n<p style=\"text-align: left;\">O objetivo \u00e9 criar uma <strong>altern\u00e2ncia<\/strong>, em que a primeira viagem perten\u00e7a a uma linha e a pr\u00f3xima viagem a outra.<\/p>\n<p style=\"text-align: left;\">Na programa\u00e7\u00e3o dos hor\u00e1rios, \u00e9 importante definir a frequ\u00eancia e a altern\u00e2ncia dos trajetos que ser\u00e3o utilizados em uma linha e na outra.<\/p>\n<p style=\"text-align: left;\">O usu\u00e1rio tamb\u00e9m tem a possibilidade de definir como ser\u00e1 a altern\u00e2ncia de ve\u00edculos. Por exemplo, pode-se definir, em um ponto determinado da rede, que a cada vez que um ve\u00edculo de uma linha passar, dois ve\u00edculos de outra linha tamb\u00e9m passem.<\/p>\n<\/div>\n<\/div>\n<div class=\"textsectiono textleft\"><\/div>\n<div><\/div>\n[\/vc_column_text][vc_empty_space][vc_single_image image=&#8221;2846&#8243; alignment=&#8221;center&#8221;][vc_column_text css=&#8221;.vc_custom_1742571407249{margin-top: 40px !important;}&#8221; text_align=&#8221;center&#8221;]\n<h2 class=\"h2sectiono\" style=\"text-align: left;\">Caso 3: Viagens Dependentes de Outras Linhas<\/h2>\n<h4 class=\"h4sectiono\" style=\"text-align: left;\">LINHA PRINCIPAL + LINHA SECUND\u00c1RIA<\/h4>\n<p>&nbsp;<\/p>\n<div class=\"textsectiono textleft\">\n<p style=\"text-align: left;\">No terceiro e \u00faltimo caso, analisamos as viagens que dependem de outra (por exemplo, viagens que dependem da chegada de viagens regionais ou trens), ou seja, como uma linha pode operar com viagens que servem de apoio a viagens de outra linha.<\/p>\n<p style=\"text-align: left;\">Para definir <strong>esse tipo de viagem<\/strong>, os hor\u00e1rios s\u00e3o configurados de acordo com a frequ\u00eancia das linhas das quais ela depende.<\/p>\n<p style=\"text-align: left;\">Essa solu\u00e7\u00e3o de planejamento de servi\u00e7o permite definir dois aspectos:<\/p>\n<p style=\"text-align: left;\">&#8211; Quantos minutos antes da chegada da viagem principal o ve\u00edculo da viagem suplementar deve estar na parada.<\/p>\n<p style=\"text-align: left;\">&#8211; Quantos minutos ap\u00f3s a chegada da viagem principal o ve\u00edculo da viagem suplementar pode partir.<\/p>\n<\/div>\n<div class=\"textsectiono textright\"><\/div>\n[\/vc_column_text][vc_empty_space][vc_single_image image=&#8221;2848&#8243; alignment=&#8221;center&#8221;][\/vc_column][\/vc_row][vc_row el_class=&#8221;margin_top_100&#8243;][vc_column width=&#8221;1\/6&#8243;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_separator color=&#8221;custom&#8221; border_width=&#8221;6&#8243; el_width=&#8221;10&#8243; accent_color=&#8221;#003a69&#8243; el_class=&#8221;desktop&#8221;][vc_separator color=&#8221;custom&#8221; align=&#8221;align_left&#8221; border_width=&#8221;6&#8243; el_width=&#8221;20&#8243; accent_color=&#8221;#003a69&#8243; el_class=&#8221;mobile&#8221;][vc_column_text color=&#8221;#0071bb&#8221; font_size=&#8221;d:19px|pl:16px|pp:16px&#8221; font_family=&#8221;Montserrat&#8221; letter_spacing=&#8221;2.28px&#8221; font_weight=&#8221;600&#8243; text_transform=&#8221;uppercase&#8221; css=&#8221;.vc_custom_1742571433033{margin-top: 15px !important;}&#8221; el_class=&#8221;center_desktop&#8221;]\n<h4>Artigos relacionados<\/h4>\n[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/6&#8243;][\/vc_column][\/vc_row][vc_row el_class=&#8221;articolo_riga_correlati margin_bot_100&#8243;][vc_column width=&#8221;1\/12&#8243;][\/vc_column][vc_column width=&#8221;10\/12&#8243;][vc_basic_grid post_type=&#8221;post&#8221; max_items=&#8221;2&#8243; element_width=&#8221;6&#8243; item=&#8221;1781&#8243; grid_id=&#8221;vc_gid:1742570962575-3a1ccde9-4058-6&#8243; page_id=&#8221;1772&#8243; css=&#8221;.vc_custom_1691137916575{margin-top: 30px !important;}&#8221;][\/vc_column][vc_column width=&#8221;1\/12&#8243;][\/vc_column][\/vc_row]\n<\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; equal_height=&#8221;yes&#8221; wpex_bg_overlay=&#8221;custom&#8221; css=&#8221;.vc_custom_1693563199368{background-image: url(https:\/\/www.maior.it\/wp-content\/uploads\/2023\/09\/Multiline-Timetable-Planning-Optimization.jpeg?id=2836) !important;background-position: center !important;background-repeat: no-repeat !important;background-size: cover !important;}&#8221; el_class=&#8221;evento_riga_slide&#8221; wpex_bg_overlay_image=&#8221;1947&#8243; wpex_bg_overlay_opacity=&#8221;0.85&#8243;][vc_column width=&#8221;1\/6&#8243;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/6&#8243;][\/vc_column][\/vc_row][vc_row el_class=&#8221;articolo_riga_content&#8221;][vc_column][vc_column_text css=&#8221;.vc_custom_1742571209008{margin-top: 40px !important;}&#8221; text_align=&#8221;center&#8221;] Optimiza\u00e7\u00e3o de Hor\u00e1rios Multilinha: 3 Casos Pr\u00e1ticos &nbsp; No seguinte artigo, veremos como otimizar os hor\u00e1rios para m\u00faltiplas linhas de servi\u00e7o para atender melhor \u00e0s necessidades de transporte de passageiros e&hellip;<\/p>\n","protected":false},"author":2,"featured_media":27380,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[],"tags":[],"post_series":[],"class_list":["post-27379","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","entry","has-media"],"acf":[],"yoast_head":"<!-- This site is optimized 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