{"id":389,"date":"2023-03-09T20:17:02","date_gmt":"2023-03-09T19:17:02","guid":{"rendered":"https:\/\/www.systra.com\/canada\/?post_type=projects&#038;p=389"},"modified":"2024-06-25T17:56:54","modified_gmt":"2024-06-25T15:56:54","slug":"ridership-forecasting-for-rem-extension","status":"publish","type":"projects","link":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/","title":{"rendered":"Ridership Forecasting for REM Extension"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"content-top-project\">\n    <div class=\"content-top-details\">\n        <svg class=\"icon-sprite details-logo\"><use xlink:href=\"#icon_deco_systra_blanc\" \/>\n        <div class=\"title\">Technical details<\/div>\n        \t        <div class=\"single-content\">\n\t            <div class=\"subtitle\">Customer<\/div>\n\t            <div class=\"desc\">CDPQ Infra<\/div>\n\t        <\/div>\n                    <div class=\"single-content\">\n                <div class=\"subtitle\">Dates<\/div>\n                <div class=\"desc\"><p>2020-2021<\/p>\n<\/div>\n            <\/div>\n                    <div class=\"single-content\">\n                <div class=\"subtitle\">Missions<\/div>\n                <div class=\"desc\">Develop a model of hourly ridership for the Lavoie project<\/div>\n            <\/div>\n                    <div class=\"single-content\">\n                <div class=\"subtitle\">Localisation<\/div>\n                <div class=\"desc\">Canada<\/div>\n            <\/div>\n                    <div class=\"single-content\">\n                <div class=\"subtitle\">Activity<\/div>\n                <div class=\"desc\">Transport planning and demand analysis, modelling, traffic forecast<\/div>\n            <\/div>\n           \n            \n    <\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong><mark class=\"has-inline-color has-dusty-blue-color\">CDPQ Infra decided to develop a 24-hours modelling for forecasting the ridership of the Lavoie project (connecting Laval to Montreal) in order to avoid the uncertainty caused by the application of a coefficient for transitioning from the morning peak time (PPAM) to the entire day. <\/mark><\/strong><\/p>\n\n\n\n<p>This uncertainty was indeed caused by differences between OPUS (ticketing system) data and findings from the departure-destination survey (OD2018) for the PPAM (\u0394 30 %). There are also differences for the other periods of the day.<\/p>\n\n\n\n<p>The 24-hour modelling aims to forecast the demand to calibrate the main network components, as well as to make a preliminary estimate of the income to be received by the contractor (CDPQ Infra) during the concession period. SYSTRA Canada designed these models by using <a href=\"https:\/\/www.systra.com\/canada\/services\/quetzal\/\"><mark class=\"has-inline-color has-light-eggplant-color\">QUETZAL<\/mark><\/a>. This is an open-source tool using a Python library. &nbsp;This 24-hour modelling is based on models over specific time periods.<\/p>\n\n\n\n<p>The five periods of the day simulated, which are consistent with the departure-destination survey data, are the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Morning peak time (PPAM): same period as the one modelled during the first study, from 06:00 a.m. to 9:00 a.m.<\/li>\n\n\n\n<li>Off-peak time (HC): from 9:00 a.m. to 3:00 p.m.;<\/li>\n\n\n\n<li>Afternoon peak time (PPPM): from 3:00 p.m. to 7:00 p.m.;<\/li>\n\n\n\n<li>Evening time: from 7:00 p.m. to 00:00 a.m.;<\/li>\n\n\n\n<li>Night-time: 00:00 a.m. to 6:00 a.m.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Ridership results are presented for two modelling scenarios:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Baseline situation:<\/strong> simulation of main mass transit network of Great Montreal (metro, train, bus) with the REM under construction and the future projects already budgeted and under execution of engineering (such as the Blue line extension) and construction (such as Pie-IX Bus Rapid Transit).<\/li>\n\n\n\n<li><strong>Project situation:<\/strong> the same baseline with the Lavoie project.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-slider-images\">\n            <h2 class=\"h2like\">The project in pictures<\/h2>\n        <div class=\"wrapper-content-slider-images\">\n                    <ul class=\"content-slider-images\">\n                            <li class=\"wrapper-legende-img\">\n                    <a class=\"single-slider-popup\" href=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/20-022_lignes-de-transport-tarification-tram_web.gif\" >\n                        <div class=\"single-slider-images\" style=\"background-image: url(https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/20-022_lignes-de-transport-tarification-tram_web.gif); background-position: center center ;\"><\/div>\n                                            <\/a>\n                <\/li>\n                            <li class=\"wrapper-legende-img\">\n                    <a class=\"single-slider-popup\" href=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/20-022_lignes-de-transport-taux-croissance-attraction-ppam_web.gif\" >\n                        <div class=\"single-slider-images\" style=\"background-image: url(https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/20-022_lignes-de-transport-taux-croissance-attraction-ppam_web.gif); background-position: center center ;\"><\/div>\n                                            <\/a>\n                <\/li>\n                            <li class=\"wrapper-legende-img\">\n                    <a class=\"single-slider-popup\" href=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/20-022_lignes-de-transport-taux-croissance-emission-ppam_web.gif\" >\n                        <div class=\"single-slider-images\" style=\"background-image: url(https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/20-022_lignes-de-transport-taux-croissance-emission-ppam_web.gif); background-position: center center ;\"><\/div>\n                                            <\/a>\n                <\/li>\n                        <\/ul>\n            <\/div>\n\n<\/div>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"author":65,"featured_media":392,"parent":0,"template":"","type-market":[34],"project-market":[],"project-service":[],"project-location":[],"type-service":[3190,3218,3192,3194],"type-solution":[3232],"class_list":["post-389","projects","type-projects","status-publish","has-post-thumbnail","hentry","type-market-transit","type-service-transport-planning","type-service-analyses","type-service-modelling","type-service-traffic-forecasting","type-solution-quetzal"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Ridership Forecasting for REM Extension - SYSTRA Canada<\/title>\n<meta name=\"description\" content=\"SYSTRA Canada, consulting and engineering firm, world leader in public transport infrastructure engineering.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ridership Forecasting for REM Extension\" \/>\n<meta property=\"og:description\" content=\"SYSTRA Canada, consulting and engineering firm, world leader in public transport infrastructure engineering.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/\" \/>\n<meta property=\"og:site_name\" content=\"Canada\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-25T15:56:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/main_20-022_2380x1500-1024x645.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"645\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/\",\"url\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/\",\"name\":\"Ridership Forecasting for REM Extension - SYSTRA Canada\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/wp-content\\\/uploads\\\/sites\\\/15\\\/2023\\\/03\\\/main_20-022_2380x1500.jpg\",\"datePublished\":\"2023-03-09T19:17:02+00:00\",\"dateModified\":\"2024-06-25T15:56:54+00:00\",\"description\":\"SYSTRA Canada, consulting and engineering firm, world leader in public transport infrastructure engineering.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/wp-content\\\/uploads\\\/sites\\\/15\\\/2023\\\/03\\\/main_20-022_2380x1500.jpg\",\"contentUrl\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/wp-content\\\/uploads\\\/sites\\\/15\\\/2023\\\/03\\\/main_20-022_2380x1500.jpg\",\"width\":2380,\"height\":1500,\"caption\":\"Metro train downtown in Dubai. iStockalypse Dubai - UAE 2015\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/project\\\/ridership-forecasting-for-rem-extension\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.systra.com\\\/canada\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Projects\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/#website\",\"url\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/\",\"name\":\"Canada\",\"description\":\"Un site utilisant Les sites de Systra\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Ridership Forecasting for REM Extension - SYSTRA Canada","description":"SYSTRA Canada, consulting and engineering firm, world leader in public transport infrastructure engineering.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"fr_FR","og_type":"article","og_title":"Ridership Forecasting for REM Extension","og_description":"SYSTRA Canada, consulting and engineering firm, world leader in public transport infrastructure engineering.","og_url":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/","og_site_name":"Canada","article_modified_time":"2024-06-25T15:56:54+00:00","og_image":[{"width":1024,"height":645,"url":"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/main_20-022_2380x1500-1024x645.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/","url":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/","name":"Ridership Forecasting for REM Extension - SYSTRA Canada","isPartOf":{"@id":"https:\/\/www.systra.com\/canada\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/#primaryimage"},"image":{"@id":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/#primaryimage"},"thumbnailUrl":"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/main_20-022_2380x1500.jpg","datePublished":"2023-03-09T19:17:02+00:00","dateModified":"2024-06-25T15:56:54+00:00","description":"SYSTRA Canada, consulting and engineering firm, world leader in public transport infrastructure engineering.","breadcrumb":{"@id":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/#primaryimage","url":"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/main_20-022_2380x1500.jpg","contentUrl":"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/03\/main_20-022_2380x1500.jpg","width":2380,"height":1500,"caption":"Metro train downtown in Dubai. iStockalypse Dubai - UAE 2015"},{"@type":"BreadcrumbList","@id":"https:\/\/www.systra.com\/canada\/project\/ridership-forecasting-for-rem-extension\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.systra.com\/canada"},{"@type":"ListItem","position":2,"name":"Projects"}]},{"@type":"WebSite","@id":"https:\/\/www.systra.com\/canada\/#website","url":"https:\/\/www.systra.com\/canada\/","name":"Canada","description":"Un site utilisant Les sites de Systra","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.systra.com\/canada\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"}]}},"lang":"en","translations":{"en":389,"fr":3225},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/projects\/389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/projects"}],"about":[{"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/types\/projects"}],"author":[{"embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/users\/65"}],"version-history":[{"count":1,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/projects\/389\/revisions"}],"predecessor-version":[{"id":10462,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/projects\/389\/revisions\/10462"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/media\/392"}],"wp:attachment":[{"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/media?parent=389"}],"wp:term":[{"taxonomy":"type-market","embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/type-market?post=389"},{"taxonomy":"project-market","embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/project-market?post=389"},{"taxonomy":"project-service","embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/project-service?post=389"},{"taxonomy":"project-location","embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/project-location?post=389"},{"taxonomy":"type-service","embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/type-service?post=389"},{"taxonomy":"type-solution","embeddable":true,"href":"https:\/\/www.systra.com\/canada\/wp-json\/wp\/v2\/type-solution?post=389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}