{"id":18343,"date":"2025-06-28T19:31:23","date_gmt":"2025-06-28T19:31:23","guid":{"rendered":"https:\/\/sonia.etsmtl.ca\/?page_id=18343"},"modified":"2026-05-28T02:24:29","modified_gmt":"2026-05-28T02:24:29","slug":"auv-8-1","status":"publish","type":"page","link":"https:\/\/sonia.etsmtl.ca\/fr\/auv-8-1\/","title":{"rendered":"AUV8.1"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull is-light\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0;min-height:757px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" class=\"wp-block-cover__image-background wp-image-18156 size-large\" alt=\"\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2024\/11\/water-1018808_1920-1024x768.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2024\/11\/water-1018808_1920-1024x768.jpg 1024w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2024\/11\/water-1018808_1920-300x225.jpg 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2024\/11\/water-1018808_1920-16x12.jpg 16w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2024\/11\/water-1018808_1920.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-lightgrey-background-color has-background-dim-70 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 46%\"><div class=\"wp-block-media-text__content\">\n<p class=\"has-text-align-center has-foreground-color has-text-color\" style=\"margin-top:-5px;margin-bottom:-5px;font-size:clamp(3.426em, 3.426rem + ((1vw - 0.2em) * 5.061), 7em);font-style:normal;font-weight:900\">AUV8.1<\/p>\n\n\n\n<p class=\"has-text-align-center has-large-font-size\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">The next iteration of AUV8<\/p>\n<\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8_cad-removebg-preview.png\" alt=\"\" class=\"wp-image-18640 size-full\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8_cad-removebg-preview.png 500w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8_cad-removebg-preview-300x300.png 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8_cad-removebg-preview-150x150.png 150w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8_cad-removebg-preview-12x12.png 12w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure><\/div>\n<\/div><\/div>\n\n\n\n<div id=\"wp-block-themeisle-blocks-advanced-columns-2c60bc77\" class=\"wp-block-themeisle-blocks-advanced-columns alignfull has-1-columns has-desktop-equal-layout has-tablet-equal-layout has-mobile-equal-layout has-vertical-center ticss-c00aadba\"><div class=\"wp-block-themeisle-blocks-advanced-columns-overlay\"><\/div><div class=\"innerblocks-wrap\">\n<div id=\"wp-block-themeisle-blocks-advanced-column-854a9065\" class=\"wp-block-themeisle-blocks-advanced-column\">\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:17% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/target-svgrepo-com-57fe3f.svg\" alt=\"\" class=\"wp-image-18644 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<p class=\"has-text-align-center\"><strong>Goal:<\/strong> Built upon the original AUV8 platform, the next iteration introduced major improvements to its modular design in 2024. One of the main upgrades was the integration of external battery modules, eliminating the need to open the submarine during battery swaps. This redesign reduces the risk of leaks affecting critical components while significantly decreasing maintenance and preparation time between missions. The highly modular architecture of AUV8 made these improvements possible while preserving flexibility for future developments.<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cover alignfull has-parallax has-custom-content-position is-position-top-center\" style=\"padding-right:var(--wp--preset--spacing--x-small);padding-left:var(--wp--preset--spacing--x-small);min-height:652px;aspect-ratio:unset;\"><div class=\"wp-block-cover__image-background wp-image-18441 has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2025\/07\/image-mesh-gradient-4-1-1024x878.png)\"><\/div><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-center has-large-font-size\">Overview:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-right:0;padding-left:0\">\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/dimensions-svgrepo-com-0c3d3a.svg\" alt=\"\" class=\"wp-image-18652 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Dimensions<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">Length: 871mm &#8211; Width: 453 mm &#8211; Height: 319 mm<br>Height: 42.9 Kg &#8211; Volume: 0.0436 m<sup>3<\/sup><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/submarine-svgrepo-com-38b1b5.svg\" alt=\"\" class=\"wp-image-18656 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Hull<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">Machined aluminum hull designed for strength, modularity, and reliable operation<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/axis-svgrepo-com-5a933f.svg\" alt=\"\" class=\"wp-image-18653 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">6 degrees of freedom<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">X &#8211; Y &#8211; Z <br>Roll &#8211; Pitch &#8211; Yaw<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/battery-bolt-alt-svgrepo-com-3ef5ef.svg\" alt=\"\" class=\"wp-image-18654 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Batteries<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">2 X LiPo 4S2P &#8211; 17000 mAh &#8211; 14.8-16.4V <br>Total runtime: \u2248 1.25h<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/propeller-motion-device-thrust-svgrepo-com-8354ec.svg\" alt=\"\" class=\"wp-image-18655 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Motors<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">8 Blue Robotics T200 thrusters &#8211; High-performance brushless underwater thrusters<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/cpu-svgrepo-com-c4c061.svg\" alt=\"\" class=\"wp-image-18647 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Computer<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">Jetson Xavier AGX (8-core NVIDIA 64-bit CPU + <\/p>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">512-core NVIDIA  GPU + 32GB RAM)<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/eye-svgrepo-com-ed9606.svg\" alt=\"\" class=\"wp-image-18648 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Vision<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">Stereolabs ZED Mini &#8211; Compact stereo camera for depth perception, 3D mapping, and visual tracking<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/compass-svgrepo-com-d870b6.svg\" alt=\"\" class=\"wp-image-18650 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">IMU<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">VectorNav VN-100 &#8211; Miniature, high-performance Inertial Measurement Unit (IMU)<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/sensor-svgrepo-com-752a47.svg\" alt=\"\" class=\"wp-image-18649 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">DVL<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">Teledyne Pathfinder &#8211; Doppler Velocity Log used for precise underwater navigation<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:16% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/software-platform-computer-software-system-svgrepo-com-9285bb.svg\" alt=\"\" class=\"wp-image-18651 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<h3 class=\"wp-block-heading\" style=\"margin-top:-2px;margin-bottom:-2px\">Software<\/h3>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">Ubuntu 20.04 &#8211; ROS 2 Humble &#8211; YOLOv11 <\/p>\n\n\n\n<p style=\"margin-top:-4px;margin-bottom:-4px\">C++ &#8211; Python<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cover alignfull has-parallax\" id=\"mechanical\"><div class=\"wp-block-cover__image-background wp-image-18668 size-large has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/photo-1549074862-6173e20d02a8-1024x683.jpg)\"><\/div><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-70 has-background-dim\" style=\"background-color:#0b1d3a\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\">Learn more<\/h2>\n\n\n\t\t<div class=\"sp-easy-accordion-block sp-eab-regular-accordion alignwide\"\n\t\t\t\t>\n\t\t\t<div class=\"sp-eab-wrapper sp-eab-vertical-accordion sp-eab-7cc980bfdc01\">\n\t\t\t\t\t\t\t\t<div class='sp-eab-accordion sp-eab-mode-vertical sp-eab-vertical-one sp-d-flex' data-accordion-settings=\"{&quot;mode&quot;:&quot;vertical&quot;,&quot;activeEvent&quot;:&quot;click&quot;,&quot;defaultAccordionOpen&quot;:&quot;close-all&quot;,&quot;selectedItemOpen&quot;:0,&quot;openMultiItemAtaTime&quot;:false,&quot;scrollToTopOnLoad&quot;:false,&quot;scrollToTopOnClick&quot;:false,&quot;accordionItemToUrl&quot;:false,&quot;animationEffect&quot;:false,&quot;applyAccessibility&quot;:true}\">\n        \t    \t\n\t\t\t<div\n\t\t\t\tid =\"sp-eab-item-8b6cb3664780\"\n\t\t\t\tclass=\"sp-eab-accordion-item eab-item-eab-parent-7cc980bfdc01\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<div class=\"sp-eab-accordion-item-wrapper\">\n\t\t\t\t\t\t\t\t<h3 class='sp-eab-accordion-heading sp-d-flex sp-align-center eab-heading-eab-parent-7cc980bfdc01'\n\t\t\t\t\t\t>\n\t\t\t\t<span class='sp-eab-accordion-header-wrapper sp-d-flex sp-align-center eab-icon-position-end'>\n\t\t\t\t\t<span class='sp-eab-accordion-header-start sp-d-flex sp-justify-left sp-align-center'>\n\t\t\t\t\t\t<span class='sp-eab-title-subtitle-wrapper sp-d-flex'>\n\t\t\t\t\t\t\t<span class='sp-eab-accordion-title-wrapper sp-d-flex sp-align-center'>\n\t\t\t\t\t\t\t\t<span class='sp-eab-accordion-title-text'>\n\t\t\t\t\t\t\t\t\tMechanical\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<span class='sp-eab-accordion-header-end eab-icon-animated'>\n\t\t\t\t\t\t\t\t\t\t\t\t<span class='sp-eab-expand-collapse-icon sp-d-block'>\n\t\t\t\t\t\t\t<i class='sp-eab-expand-icon eab-icon-angle-down-solid'><\/i>\n\t\t\t\t\t\t\t<i class='sp-eab-collapse-icon eab-icon-angle-up-solid'><\/i>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/h3>\n\t\t\t\t\t\t\t<!-- accordion body -->\n\t\t\t\t\t<div class='sp-eab-accordion-content eab-content-eab-parent-7cc980bfdc01'>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class='sp-eab-accordion-content-wrapper'>\n\t\t\t\t\t\t\t<div class='sp-eab-accordion-body'>\n\t\t\t    \t\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The mechanical aspect of the project focused on the machining and integration of a new central section and external battery casings for AUV8.1. The new center section provides mounting points for the batteries, while also increasing the internal volume and improving accessibility to electrical components through dedicated top and side access panels.<\/p>\n\n\n\n<p>The support legs, flotation system, and torpedo launcher mounting point were also redesigned, while the remaining structural components from the original AUV8 were retained. The layout of the eight thrusters was kept similar to the original design in order to preserve the 6 degrees of freedom control system. All machined aluminum parts are powder-coated or anodized to improve durability and provide increased resistance against corrosion in underwater environments.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-right:var(--wp--preset--spacing--x-small);padding-left:var(--wp--preset--spacing--x-small);flex-basis:40%\">\n<div id=\"wp-block-themeisle-blocks-slider-317948b0\" class=\"wp-block-themeisle-blocks-slider glide\" data-per-view=\"1\" data-gap=\"0\" data-peek=\"0\" data-autoplay=\"4000\" data-height=\"\" data-hide-arrows=\"true\" data-transition=\"ease-in-out\"><div class=\"glide__track\" data-glide-el=\"track\"><div class=\"glide__slides\"><div class=\"wp-block-themeisle-blocks-slider-item-wrapper glide__slide\" tabindex=\"0\"><figure><img decoding=\"async\" class=\"wp-block-themeisle-blocks-slider-item\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-cad.png\" alt=\"\" title=\"\" data-id=\"18639\"\/><figcaption>AUV 8.1<\/figcaption><\/figure><\/div><div class=\"wp-block-themeisle-blocks-slider-item-wrapper glide__slide\" tabindex=\"0\"><figure><img decoding=\"async\" class=\"wp-block-themeisle-blocks-slider-item\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8.png\" alt=\"\" title=\"\" data-id=\"18658\"\/><figcaption>AUV 8<\/figcaption><\/figure><\/div><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-video\"><video height=\"1426\" style=\"aspect-ratio: 2880 \/ 1426;\" width=\"2880\" autoplay loop muted src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/Assemblage-centre-2-1.mp4\" playsinline><\/video><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The internal racking system was redesigned to provide easier access to electrical components while securely holding them in place during operation. All parts are 3D-printed and assembled inside the submarine using reinforced clip-based mounts, resulting in a more secure and rigid installation than the previous design. The layout was optimized to improve space utilization, simplify access to electrical connections, and enhance cable routing throughout the vehicle. Airflow and ventilation were also considered in the design to improve internal circulation and overall system reliability.<\/p>\n<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\n\t\t\t<div\n\t\t\t\tid =\"sp-eab-item-ba9051de7623\"\n\t\t\t\tclass=\"sp-eab-accordion-item eab-item-eab-parent-7cc980bfdc01\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<div class=\"sp-eab-accordion-item-wrapper\">\n\t\t\t\t\t\t\t\t<h3 class='sp-eab-accordion-heading sp-d-flex sp-align-center eab-heading-eab-parent-7cc980bfdc01'\n\t\t\t\t\t\t>\n\t\t\t\t<span class='sp-eab-accordion-header-wrapper sp-d-flex sp-align-center eab-icon-position-end'>\n\t\t\t\t\t<span class='sp-eab-accordion-header-start sp-d-flex sp-justify-left sp-align-center'>\n\t\t\t\t\t\t<span class='sp-eab-title-subtitle-wrapper sp-d-flex'>\n\t\t\t\t\t\t\t<span class='sp-eab-accordion-title-wrapper sp-d-flex sp-align-center'>\n\t\t\t\t\t\t\t\t<span class='sp-eab-accordion-title-text'>\n\t\t\t\t\t\t\t\t\tElectrical\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<span class='sp-eab-accordion-header-end eab-icon-animated'>\n\t\t\t\t\t\t\t\t\t\t\t\t<span class='sp-eab-expand-collapse-icon sp-d-block'>\n\t\t\t\t\t\t\t<i class='sp-eab-expand-icon eab-icon-angle-down-solid'><\/i>\n\t\t\t\t\t\t\t<i class='sp-eab-collapse-icon eab-icon-angle-up-solid'><\/i>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/h3>\n\t\t\t\t\t\t\t<!-- accordion body -->\n\t\t\t\t\t<div class='sp-eab-accordion-content eab-content-eab-parent-7cc980bfdc01'>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class='sp-eab-accordion-content-wrapper'>\n\t\t\t\t\t\t\t<div class='sp-eab-accordion-body'>\n\t\t\t    \t\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:55%\">\n<p>The Battery Management System (BMS) is integrated into each battery casing and continuously ensures the safety and health of the battery packs. It monitors the voltage, current, and temperature of each cell to optimize performance and extend battery lifespan. <\/p>\n\n\n\n<p>The system also enables easier charging without removing the batteries from their casings, significantly reducing handling time and minimizing the risk of leaks or water ingress.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div id=\"wp-block-themeisle-blocks-slider-43a003f2\" class=\"wp-block-themeisle-blocks-slider glide\" data-per-view=\"1\" data-gap=\"0\" data-peek=\"0\" data-autoplay=\"true\" data-height=\"250px\" data-hide-arrows=\"false\"><div class=\"glide__track\" data-glide-el=\"track\"><div class=\"glide__slides\"><div class=\"wp-block-themeisle-blocks-slider-item-wrapper glide__slide\" tabindex=\"0\"><figure><img decoding=\"async\" class=\"wp-block-themeisle-blocks-slider-item\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/image-9.png\" alt=\"\" title=\"\" data-id=\"18722\"\/><\/figure><\/div><div class=\"wp-block-themeisle-blocks-slider-item-wrapper glide__slide\" tabindex=\"0\"><figure><img decoding=\"async\" class=\"wp-block-themeisle-blocks-slider-item\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/image-8-1.png\" alt=\"\" title=\"\" data-id=\"18721\"\/><\/figure><\/div><div class=\"wp-block-themeisle-blocks-slider-item-wrapper glide__slide\" tabindex=\"0\"><figure><img decoding=\"async\" class=\"wp-block-themeisle-blocks-slider-item\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/image-10.png\" alt=\"\" title=\"\" data-id=\"18723\"\/><\/figure><\/div><\/div><div class=\"glide__bullets\" data-glide-el=\"controls[nav]\"><button class=\"glide__bullet\" data-glide-dir=\"=0\"><\/button><button class=\"glide__bullet\" data-glide-dir=\"=1\"><\/button><button class=\"glide__bullet\" data-glide-dir=\"=2\"><\/button><\/div><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"184\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-altium-1024x184.png\" alt=\"\" class=\"wp-image-18729\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-altium-1024x184.png 1024w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-altium-300x54.png 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-altium-18x3.png 18w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-altium.png 1350w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"862\" height=\"202\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-cad.png\" alt=\"\" class=\"wp-image-18730\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-cad.png 862w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-cad-300x70.png 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/com-led-cad-18x4.png 18w\" sizes=\"auto, (max-width: 862px) 100vw, 862px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The LED communication system was integrated at the front of both submarines to enable inter-vehicle communication by controlling light colour and timing patterns. When the submarines are not communicating with each other, the LEDs are used to transmit real-time status information to operators at poolside.<\/p>\n\n\n\n<p>This new system required the development of a dedicated PCB connected to the submarine\u2019s RS485 network, allowing commands from the onboard computer to be reliably transmitted to the addressable LEDs.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"633\" height=\"603\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/architecture.drawio.png\" alt=\"\" class=\"wp-image-18758\" style=\"aspect-ratio:1.0497636919655269\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/architecture.drawio.png 633w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/architecture.drawio-300x286.png 300w\" sizes=\"auto, (max-width: 633px) 100vw, 633px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.7%\">\n<p>This diagram presents the internal architecture and communication network of AUV8.1. At the center of the system is the onboard computer, an Jetson AGX Xavier, which manages the submarine\u2019s autonomy, sensors, and mission systems.<\/p>\n\n\n\n<p>The vehicle uses multiple communication protocols to connect its subsystems. High-bandwidth devices such as the cameras and onboard network components communicate through USB and Ethernet, while lower-level embedded systems communicate over RS-485 and serial interfaces. A USB hub connects the stereo cameras and several sensor adaptors to the main computer, while an Ethernet switch links external systems such as the DVL and tether connection.<\/p>\n\n\n\n<p>The sensor suite includes an IMU, a depth sensor, and an acoustic modem used for underwater communication and positioning. These systems provide the data required for navigation, control, and mission execution. The submarine also integrates safety-critical systems such as the kill switch, which is directly connected to the power distribution architecture.<\/p>\n\n\n\n<p>Power management is handled through the PMU and dual BMS-controlled battery systems, distributing energy to the eight thrusters and all onboard electronics. The actuator control system interfaces with mission payloads such as the torpedo launcher and dropper mechanisms.<\/p>\n\n\n\n<p>The color-coded arrows illustrate the different communication methods used throughout the submarine, highlighting the modular and distributed architecture of AUV8.1.<\/p>\n<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\n\t\t\t<div\n\t\t\t\tid =\"sp-eab-item-b12394a88481\"\n\t\t\t\tclass=\"sp-eab-accordion-item eab-item-eab-parent-7cc980bfdc01\"\n\t\t\t\t\t\t\t>\n\t\t\t\t<div class=\"sp-eab-accordion-item-wrapper\">\n\t\t\t\t\t\t\t\t<h3 class='sp-eab-accordion-heading sp-d-flex sp-align-center eab-heading-eab-parent-7cc980bfdc01'\n\t\t\t\t\t\t>\n\t\t\t\t<span class='sp-eab-accordion-header-wrapper sp-d-flex sp-align-center eab-icon-position-end'>\n\t\t\t\t\t<span class='sp-eab-accordion-header-start sp-d-flex sp-justify-left sp-align-center'>\n\t\t\t\t\t\t<span class='sp-eab-title-subtitle-wrapper sp-d-flex'>\n\t\t\t\t\t\t\t<span class='sp-eab-accordion-title-wrapper sp-d-flex sp-align-center'>\n\t\t\t\t\t\t\t\t<span class='sp-eab-accordion-title-text'>\n\t\t\t\t\t\t\t\t\tSoftware\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<span class='sp-eab-accordion-header-end eab-icon-animated'>\n\t\t\t\t\t\t\t\t\t\t\t\t<span class='sp-eab-expand-collapse-icon sp-d-block'>\n\t\t\t\t\t\t\t<i class='sp-eab-expand-icon eab-icon-angle-down-solid'><\/i>\n\t\t\t\t\t\t\t<i class='sp-eab-collapse-icon eab-icon-angle-up-solid'><\/i>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/h3>\n\t\t\t\t\t\t\t<!-- accordion body -->\n\t\t\t\t\t<div class='sp-eab-accordion-content eab-content-eab-parent-7cc980bfdc01'>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class='sp-eab-accordion-content-wrapper'>\n\t\t\t\t\t\t\t<div class='sp-eab-accordion-body'>\n\t\t\t    \t\t\t\t\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The integration of the ZED Mini stereoscopic camera provides the submarines with 3D perception and enables real-time mapping of the underwater environment. The captured imagery is also used to run the onboard AI system for obstacle detection and recognition, supporting autonomous decision-making during missions.<\/p>\n\n\n\n<p>The ZED Mini was selected for its high-quality depth sensing capabilities as well as its compact form factor, as the larger ZED 2i could not fit within the submarine\u2019s design constraints, making the ZED Mini the optimal choice for balancing performance and integration feasibility.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"542\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/DSC_0871-scaled-e1779904058423-1024x542.jpg\" alt=\"\" class=\"wp-image-18731\" style=\"border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-left-radius:10px;border-bottom-right-radius:10px\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/DSC_0871-scaled-e1779904058423-1024x542.jpg 1024w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/DSC_0871-scaled-e1779904058423-300x159.jpg 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/DSC_0871-scaled-e1779904058423-18x10.jpg 18w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/DSC_0871-scaled-e1779904058423-768x407.jpg 768w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/DSC_0871-scaled-e1779904058423.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-large is-resized has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"551\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/behavior-tree-1024x551.png\" alt=\"\" class=\"wp-image-18734\" style=\"border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-left-radius:10px;border-bottom-right-radius:10px;aspect-ratio:1.858530318602261;width:515px;height:auto\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/behavior-tree-1024x551.png 1024w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/behavior-tree-300x161.png 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/behavior-tree-18x10.png 18w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/behavior-tree.png 1611w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>The new mission system is built using BehaviorTree.CPP and Groot2 to control the high-level behaviour of the submarine. AUV8.1 is the first vehicle in S.O.N.I.A.\u2019s fleet to adopt this architecture.<\/p>\n\n\n\n<p>This new approach offers improved reliability and greater flexibility compared to the previous system. Its modular structure makes it easier to customize mission logic, adapt behaviours, and integrate new autonomous tasks, while maintaining a clear and robust execution flow.<\/p>\n<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-d30fa2c6 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-foreground-background-color has-background has-border-color has-background-border-color has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/sonia.etsmtl.ca\/publications\/#tdr\" style=\"border-width:2px\">Learn more in our TDRs!<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-foreground-background-color has-background has-border-color has-background-border-color has-medium-font-size has-custom-font-size wp-element-button\" href=\"https:\/\/sonia.etsmtl.ca\/overview\/\" style=\"border-width:2px\">View all our AUVs!<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-cover alignfull is-light\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\">AUV8.1 Gallery<\/h2>\n\n\n<div  id=\"jtg-18663\" class=\"modula modula-gallery modula-columns\" data-config=\"{&quot;tabletHeight&quot;:800,&quot;mobileHeight&quot;:800,&quot;desktopHeight&quot;:800,&quot;enableTwitter&quot;:false,&quot;enableWhatsapp&quot;:false,&quot;enableFacebook&quot;:false,&quot;enablePinterest&quot;:false,&quot;enableLinkedin&quot;:false,&quot;enableEmail&quot;:false,&quot;randomFactor&quot;:0.5,&quot;type&quot;:&quot;grid&quot;,&quot;columns&quot;:12,&quot;gutter&quot;:10,&quot;mobileGutter&quot;:10,&quot;tabletGutter&quot;:10,&quot;desktopGutter&quot;:10,&quot;enableResponsive&quot;:true,&quot;tabletColumns&quot;:2,&quot;mobileColumns&quot;:1,&quot;lazyLoad&quot;:0,&quot;lightboxOpts&quot;:{&quot;animated&quot;:true,&quot;Thumbs&quot;:{&quot;type&quot;:&quot;modern&quot;,&quot;showOnStart&quot;:false},&quot;Toolbar&quot;:{&quot;display&quot;:{&quot;right&quot;:[&quot;close&quot;]},&quot;enabled&quot;:true},&quot;Carousel&quot;:{&quot;Panzoom&quot;:{&quot;touch&quot;:true},&quot;infinite&quot;:false},&quot;keyboard&quot;:{&quot;Escape&quot;:&quot;close&quot;,&quot;Delete&quot;:&quot;close&quot;,&quot;Backspace&quot;:&quot;close&quot;,&quot;PageUp&quot;:&quot;next&quot;,&quot;PageDown&quot;:&quot;prev&quot;,&quot;ArrowUp&quot;:&quot;prev&quot;,&quot;ArrowDown&quot;:&quot;next&quot;,&quot;ArrowRight&quot;:&quot;next&quot;,&quot;ArrowLeft&quot;:&quot;prev&quot;},&quot;wheel&quot;:&quot;slide&quot;,&quot;touch&quot;:true,&quot;backdropClick&quot;:&quot;close&quot;,&quot;l10n&quot;:{&quot;CLOSE&quot;:&quot;Close&quot;,&quot;NEXT&quot;:&quot;Next&quot;,&quot;PREV&quot;:&quot;Previous&quot;,&quot;Error&quot;:&quot;The requested content cannot be loaded. Please try again later.&quot;,&quot;PLAY_START&quot;:&quot;Start slideshow&quot;,&quot;PLAY_STOP&quot;:&quot;Pause slideshow&quot;,&quot;FULL_SCREEN&quot;:&quot;Full screen&quot;,&quot;THUMBS&quot;:&quot;Thumbnails&quot;,&quot;DOWNLOAD&quot;:&quot;Download&quot;,&quot;SHARE&quot;:&quot;Share&quot;,&quot;ZOOM&quot;:&quot;Zoom&quot;,&quot;EMAIL&quot;:&quot;Here is the link to the image : %%image_link%% and this is the link to the gallery : %%gallery_link%%&quot;,&quot;MODAL&quot;:&quot;You can close this modal content with the ESC key&quot;,&quot;ERROR&quot;:&quot;Something Went Wrong, Please Try Again Later&quot;,&quot;IMAGE_ERROR&quot;:&quot;Image Not Found&quot;,&quot;ELEMENT_NOT_FOUND&quot;:&quot;HTML Element Not Found&quot;,&quot;AJAX_NOT_FOUND&quot;:&quot;Error Loading AJAX : Not Found&quot;,&quot;AJAX_FORBIDDEN&quot;:&quot;Error Loading AJAX : Forbidden&quot;,&quot;IFRAME_ERROR&quot;:&quot;Error Loading Page&quot;,&quot;TOGGLE_ZOOM&quot;:&quot;Toggle zoom level&quot;,&quot;TOGGLE_THUMBS&quot;:&quot;Toggle thumbnails&quot;,&quot;TOGGLE_SLIDESHOW&quot;:&quot;Toggle slideshow&quot;,&quot;TOGGLE_FULLSCREEN&quot;:&quot;Toggle full-screen mode&quot;},&quot;Images&quot;:{&quot;Panzoom&quot;:{&quot;maxScale&quot;:2}},&quot;mainClass&quot;:&quot;modula-fancybox-container modula-lightbox-jtg-18663&quot;,&quot;Html&quot;:{&quot;videoAutoplay&quot;:0,&quot;videoTpl&quot;:&quot;&lt;video class=\\&quot;fancybox__html5video\\&quot; controls muted playsinline controlsList controlsList=\\&quot;nodownload\\&quot; poster=\\&quot;{{poster}}\\&quot; src=\\&quot;{{src}}\\&quot; type=\\&quot;{{format}}\\&quot; &gt;  Sorry, your browser doesn&#039;t support embedded videos, &lt;a href=\\&quot;{{src}}\\&quot;&gt; download &lt;\\\/a&gt; and watch with your favorite video player! &lt;\\\/video&gt;&quot;}},&quot;inView&quot;:false,&quot;email_subject&quot;:&quot;Check out this awesome image !!&quot;,&quot;email_message&quot;:&quot;Here is the link to the image : %%image_link%% and this is the link to the gallery : %%gallery_link%%&quot;,&quot;grid_type&quot;:&quot;automatic&quot;,&quot;rowHeight&quot;:250,&quot;lastRow&quot;:&quot;justify&quot;,&quot;lightbox&quot;:&quot;fancybox&quot;,&quot;lightbox_devices&quot;:&quot;both&quot;}\">\n\n\t\n\t<div  class=\"modula-items grid-gallery\">\n\t\t<div class=\"modula-item effect-pufrobo\" >\n\t<div class=\"modula-item-overlay\"><\/div>\n\n\t<div class=\"modula-item-content\">\n\n\t\t<a data-image-id=\"18582\" role=\"button\" tabindex=\"0\" rel=\"jtg-18663\" data-caption=\"\" aria-label=\"Open image in lightbox\" class=\"tile-inner modula-item-link\"><\/a><img loading=\"lazy\" decoding=\"async\" class=\"pic wp-image-18582\"  data-valign=\"middle\" data-halign=\"center\" alt=\"\" data-full=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328.jpg\" title=\"54753415768_bc45362dc9_k\" crop=\"\" width=\"300\" height=\"181\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-300x181.jpg\" data-src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-300x181.jpg\" data-caption=\"\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328.jpg 1587w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-300x181.jpg 300w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-1024x619.jpg 1024w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-18x12.jpg 18w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-768x465.jpg 768w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/54753415768_bc45362dc9_k-e1779231560328-1536x929.jpg 1536w, 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role=\"button\" tabindex=\"0\" rel=\"jtg-18663\" data-caption=\"\" aria-label=\"Open image in lightbox\" class=\"tile-inner modula-item-link\"><\/a><img loading=\"lazy\" decoding=\"async\" class=\"pic wp-image-18664\"  data-valign=\"middle\" data-halign=\"center\" alt=\"\" data-full=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8.jpg\" title=\"AUV8\" crop=\"\" width=\"200\" height=\"300\" src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-200x300.jpg\" data-src=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-200x300.jpg\" data-caption=\"\" srcset=\"https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-scaled.jpg 1707w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-200x300.jpg 200w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-683x1024.jpg 683w, https:\/\/sonia.etsmtl.ca\/wp-content\/uploads\/2026\/05\/AUV8-2000x3000.jpg 2000w, 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