{"id":5224,"date":"2023-07-04T21:03:18","date_gmt":"2023-07-04T19:03:18","guid":{"rendered":"https:\/\/www.systra.com\/canada\/?post_type=solutions&#038;p=5224"},"modified":"2025-07-03T18:48:01","modified_gmt":"2025-07-03T16:48:01","slug":"heron","status":"publish","type":"solutions","link":"https:\/\/www.systra.com\/canada\/solutions\/heron\/","title":{"rendered":"Heron"},"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=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"457\" src=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-1024x457.png\" alt=\"\" class=\"wp-image-37909\" srcset=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-1024x457.png 1024w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-300x134.png 300w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-768x343.png 768w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-1536x686.png 1536w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-2048x914.png 2048w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-474x212.png 474w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-1700x759.png 1700w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-1352x604.png 1352w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-800x357.png 800w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-180x80.png 180w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-153x68.png 153w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron-logo-230x103.png 230w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-large-font-size\"><strong><strong><strong>Defines on-route energy consumption according to exogenous variables.<\/strong><\/strong><\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns alignwide has-pale-mauve-background-color has-background 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\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-the-range-and-technology-of-electric-vehicles-are-evolving-rapidly-but-remain-limited-compared-to-diesel-vehicles\">The range and technology of electric vehicles are evolving rapidly but remain limited compared to diesel vehicles.<\/h4>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Vehicle autonomy must be carefully assessed to ensure it meets a route&#8217;s energy demands, considering factors such as weather conditions, terrain, and traffic congestion.<\/strong><\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Heron is an advanced digital solution designed to precisely define on-route energy consumption of electric buses by analyzing a range of exogenous variables. Leveraging automated Python scripts deployed on AWS cloud infrastructure, Heron seamlessly integrates data acquisition, processing, and predictive modelling to optimize electric bus operations.<\/strong><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"fonctionnalites\">features<\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile is-image-fill-element\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"571\" src=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-1024x571.jpg\" alt=\"\" class=\"wp-image-237 size-full\" style=\"object-position:50% 50%\" srcset=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-1024x571.jpg 1024w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-300x167.jpg 300w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-768x429.jpg 768w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-1536x857.jpg 1536w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-2048x1143.jpg 2048w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-286x160.jpg 286w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-474x265.jpg 474w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-1700x949.jpg 1700w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-1352x754.jpg 1352w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-800x446.jpg 800w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-180x100.jpg 180w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-153x85.jpg 153w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/02\/lovepik_com-402417845-electric-bus-charging-scenario-230x128.jpg 230w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" id=\"fonctionnalites\">MODELLING OF YOUR RECHARGE INFRASTRUCTURE<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comprehensive Data Acquisition:<\/strong>&nbsp;Accesses live and historical data from multiple sources, including traffic conditions, climate variables, vehicle specifics, and road network information, ensuring a rich dataset for analysis.<\/li>\n\n\n\n<li><strong>Robust Data Cleaning and Processing:<\/strong>&nbsp;Employs sophisticated data pipelines, aggregators, and databases to clean, harmonize, and prepare data for accurate modelling.<\/li>\n\n\n\n<li><strong>Predictive Energy Consumption Model:<\/strong>&nbsp;Delivers high-accuracy energy consumption predictions for known vehicle and network configurations.<\/li>\n\n\n\n<li><strong>Custom AI Model Development:<\/strong>\u00a0Using additional client-specific data such as ridership statistics and driver behavior, develops and trains tailored AI models to enhance prediction precision.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"6217\" height=\"2009\" src=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/07\/heron_en-2-1.png\" alt=\"\" class=\"wp-image-5227\"\/><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide has-media-on-the-right is-stacked-on-mobile has-pale-mauve-background-color has-background\"><div class=\"wp-block-media-text__content\">\n<h2 class=\"wp-block-heading\" id=\"benefices\">Benefits<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Beyond energy consumption forecasting, Heron provides valuable operational benefits including <strong>eco-driving analysis<\/strong> and <strong>detailed on-route consumption assessments<\/strong>, supporting sustainable and efficient fleet management.<\/p>\n\n\n\n<p>By integrating cutting-edge cloud computing, data science, and AI techniques, Heron empowers transit agencies and fleet operators to <strong>optimize electric bus energy use<\/strong>, <strong>reduce operational costs<\/strong>, and <strong>support environmental sustainability goals<\/strong>.<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/2023\/07\/electric-bus.jpg\" alt=\"\" class=\"wp-image-10000013457824 size-full\"\/><\/figure><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-b05586f9-aed2-44f2-bfa7-f7a96e4fa629\" href=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/04\/systra-canada_e-mobility-design-tools.pdf\">E-Mobility Design &#8211; Tool Suite &amp; Expertise<\/a><a href=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/04\/systra-canada_e-mobility-design-tools.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-b05586f9-aed2-44f2-bfa7-f7a96e4fa629\">Download<\/a><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-dirty-purple-color has-text-color\" id=\"vous-souhaitez-en-savoir-plus-rencontrons-nous\">WANT TO KNOW MORE?<\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile has-griplusclair-background-color has-background\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"460\" height=\"346\" src=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/06\/hernandez-carlos.png\" alt=\"\" class=\"wp-image-6336 size-474x999\" srcset=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/06\/hernandez-carlos.png 460w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/06\/hernandez-carlos-300x226.png 300w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/06\/hernandez-carlos-180x135.png 180w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/06\/hernandez-carlos-153x115.png 153w, https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/06\/hernandez-carlos-230x173.png 230w\" sizes=\"auto, (max-width: 460px) 100vw, 460px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-dirty-purple-background-color has-background wp-element-button\" href=\"mailto:chernandez@systra.com\">REQUEST A DEMO!<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-medium-font-size\"><strong>Carlos HERNANDEZ<\/strong><br>Product Owner, Heron<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Defines on-route energy consumption according to exogenous variables. The range and technology of electric vehicles are evolving rapidly but remain limited compared to diesel vehicles. Vehicle autonomy must be carefully assessed to ensure it meets a route&#8217;s energy demands, considering factors such as weather conditions, terrain, and traffic congestion. Heron is an advanced digital solution [&hellip;]<\/p>\n","protected":false},"featured_media":3266,"parent":0,"menu_order":0,"template":"","type-solution":[198],"class_list":["post-5224","solutions","type-solutions","status-publish","has-post-thumbnail","hentry","type-solution-digital-solutions"],"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>Heron - 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=\"Heron\" \/>\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\/solutions\/heron\/\" \/>\n<meta property=\"og:site_name\" content=\"Canada\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-03T16:48:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.systra.com\/canada\/wp-content\/uploads\/sites\/15\/2023\/05\/22-000_main_metrobus-centre_2380x1500.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2380\" \/>\n\t<meta property=\"og:image:height\" content=\"1500\" \/>\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=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/solutions\\\/heron\\\/\",\"url\":\"https:\\\/\\\/www.systra.com\\\/canada\\\/solutions\\\/heron\\\/\",\"name\":\"Heron - 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