{"id":109,"date":"2024-10-04T14:21:44","date_gmt":"2024-10-04T19:21:44","guid":{"rendered":"https:\/\/uwm.edu\/csi\/?page_id=109"},"modified":"2025-01-15T12:20:50","modified_gmt":"2025-01-15T18:20:50","slug":"research","status":"publish","type":"page","link":"https:\/\/uwm.edu\/csi\/research\/","title":{"rendered":"Research &amp; Labs"},"content":{"rendered":"\n<section class=\"uwm-u-py-80\"><div class=\"uwm-l-container--base uwm-l-container--overflow-hidden\"><header class=\"page-header\"><h1 class=\"entry-title heading-separator\">Research &amp; Labs<\/h1><\/header>\n\n\n<div class=\"uwm-l-row\">\n<div class=\"uwm-l-col\">\n<p class=\"default\">Connected Systems Institute (CSI) provides an environment in which teams of researchers from industry and academia can work together to explore concepts related to the application of research in integrated business and manufacturing processes.<\/p>\n\n\n\n<p>The Institute features a fully functional manufacturing cell that utilizes advanced systems, including:<\/p>\n\n\n\n<div class=\"uwm-l-row\">\n<div class=\"uwm-l-col\">\n<ul class=\"wp-block-list\">\n<li>Lot size of 1<\/li>\n\n\n\n<li>Full track-and-trace per item<\/li>\n\n\n\n<li>Use of AI for quality and performance tracking<\/li>\n\n\n\n<li>Use of AI for raw materials tracking<\/li>\n\n\n\n<li>Robotics and mechatronics programming<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"uwm-l-col\">\n<ul class=\"wp-block-list\">\n<li>OT cybersecurity<\/li>\n\n\n\n<li>High and low order modeling<\/li>\n\n\n\n<li>Digital twin simulation, both locally and remotely<\/li>\n\n\n\n<li>Remote access to data generated in the lab<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p class=\"default\">This research environment is designed to nurture an understanding of IIoT manufacturing principles. It also integrates the disciplines of engineering, physics, and business with software, hardware, and firmware solutions. The goal is to provide a place in which creative ideas can be tested and proven \u2013 inspiring new functionality and scalability in real-world business applications.<\/p>\n\n\n\n<p class=\"default\">51ÁÔÆæ\u2019s world-class faculty contributes expertise in combination with some of the world\u2019s most respected talent from diverse fields. This includes experts in everything from advanced manufacturing systems to the social and business impacts of technology.<\/p>\n<\/div>\n\n\n\n<div class=\"uwm-l-col uwm-l-col--4 uwm-l-offset--1\"><div class=\"uwm-block-otp-nav \"><\/div>\n\n<nav aria-label=\"Sidebar\" class=\"uwm-p-navigation-list uwm-p-navigation-list--gold-border \"><div class=\"uwm-p-navigation-list--title\"><a href=\"https:\/\/uwm.edu\/csi\/research\/\">Research &amp; Labs<\/a><\/div><ul><li><a href=\"https:\/\/uwm.edu\/csi\/research\/facilities\/\">Facilities<\/a><\/li><li><a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/\">Research Projects<\/a><\/li><\/ul><\/nav><\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<section class=\"uwm-bg-gray uwm-u-py-80\"><div class=\"uwm-l-container--base uwm-l-container--overflow-hidden\">\n<h2 class=\"wp-block-heading default\" id=\"h-research-at-csi-is-focused-on-a-wide-range-of-advanced-technologies-including\">Research at CSI is focused on a wide range of advanced technologies, including:<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"uwm-p-card-grid uwm-l-grid uwm-l-grid--equal-y uwm-l-grid--3\">\n<div class=\"uwm-p-card uwm-u-mb-40 uwm-p-card--img uwm-p-card--shadow uwm-p-card--gold\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Digital-Twin.jpg\" alt=\"Digital twin graphic\" class=\"wp-image-127\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Digital-Twin.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Digital-Twin-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Digital-Twin-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><div class=\"uwm-p-card--body\"><div class=\"uwm-p-card--title\">Digital Twins<\/div><div class=\"uwm-p-card--content\">Digital representations of advanced manufacturing systems that enable real-time simulation and analysis of sensor data from production processes.<\/div><\/div><\/div>\n\n\n\n<div class=\"uwm-p-card uwm-u-mb-40 uwm-p-card--img uwm-p-card--shadow uwm-p-card--gold\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-and-Sensor-Networks-AdobeStock_218968710.jpg\" alt=\"Shipping barge with an overlay of industry related icons\" class=\"wp-image-130\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-and-Sensor-Networks-AdobeStock_218968710.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-and-Sensor-Networks-AdobeStock_218968710-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-and-Sensor-Networks-AdobeStock_218968710-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><div class=\"uwm-p-card--body\"><div class=\"uwm-p-card--title\">Data and Sensor Networks<\/div><div class=\"uwm-p-card--content\">The study of data and sensor networks used for cloud-based analytics.<\/div><\/div><\/div>\n\n\n\n<div class=\"uwm-p-card uwm-u-mb-40 uwm-p-card--img uwm-p-card--shadow uwm-p-card--gold\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-Analytics-AdobeStock_206574439.jpg\" alt=\"A close up of two people looking at charts on a computer\" class=\"wp-image-132\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-Analytics-AdobeStock_206574439.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-Analytics-AdobeStock_206574439-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Data-Analytics-AdobeStock_206574439-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><div class=\"uwm-p-card--body\"><div class=\"uwm-p-card--title\">Data Analytics<\/div><div class=\"uwm-p-card--content\">Platforms that ingest data from sensors and IIoT networks in order to measure key performance indicators (KPIs).<\/div><\/div><\/div>\n\n\n\n<div class=\"uwm-p-card uwm-u-mb-40 uwm-p-card--img uwm-p-card--shadow uwm-p-card--gold\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Machine-Learning-AdobeStock_192552733.jpg\" alt=\"Person in the background with an overlay that says Deep Learning\" class=\"wp-image-134\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Machine-Learning-AdobeStock_192552733.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Machine-Learning-AdobeStock_192552733-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-Machine-Learning-AdobeStock_192552733-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><div class=\"uwm-p-card--body\"><div class=\"uwm-p-card--title\">Machine Learning Development and Integration<\/div><div class=\"uwm-p-card--content\">Creation of machine learning algorithms to improve KPIs in industrial systems.<\/div><\/div><\/div>\n\n\n\n<div class=\"uwm-p-card uwm-u-mb-40 uwm-p-card--img uwm-p-card--shadow uwm-p-card--gold\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-cyber-security-AdobeStock_218273547.jpg\" alt=\"Graphic depicting a computer network and cybersecurity\" class=\"wp-image-136\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-cyber-security-AdobeStock_218273547.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-cyber-security-AdobeStock_218273547-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-cyber-security-AdobeStock_218273547-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><div class=\"uwm-p-card--body\"><div class=\"uwm-p-card--title\">OT Cybersecurity<\/div><div class=\"uwm-p-card--content\">Research aimed at developing techniques that identify and address security weaknesses and vulnerabilities in production systems.<\/div><\/div><\/div>\n\n\n\n<div class=\"uwm-p-card uwm-u-mb-40 uwm-p-card--img uwm-p-card--shadow uwm-p-card--gold\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-ERP-integration-AdobeStock_177610556.jpg\" alt=\"Graphic depicting ERP integration connections\" class=\"wp-image-138\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-ERP-integration-AdobeStock_177610556.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-ERP-integration-AdobeStock_177610556-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/research-ERP-integration-AdobeStock_177610556-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><div class=\"uwm-p-card--body\"><div class=\"uwm-p-card--title\">ERP Integration<\/div><div class=\"uwm-p-card--content\">Design of a tri-directional link between the manufacturing lab environment, SAP, and Microsoft Azure data layers \u2014 enabling the use of analytics to automate laboratory tests.<\/div><\/div><\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<section class=\"uwm-u-py-80\"><div class=\"uwm-l-container--base uwm-l-container--overflow-hidden\">\n<div class=\"uwm-l-row\">\n<div class=\"uwm-l-col\">\n<h2 class=\"wp-block-heading default\" id=\"h-learn-more-about-our-facilities\">Learn more about our facilities<\/h2>\n\n\n\n<p class=\"default\">Visit our <a href=\"https:\/\/uwm.edu\/csi\/research\/facilities\/\">facilities page<\/a> to learn more about CSI\u2019s manufacturing test bed, digital twin lab, and OT cybersecurity lab or view the videos below to learn more.<\/p>\n\n\n\n<button class=\"uwm-p-modal--launch uwm-c-button uwm-c-button--outline\" data-modal-prefix-class=\"uwm-p\" data-modal-content-id=\"uwm-modal-time-lapse-video\" data-modal-close-text=\"Close\" data-modal-close-title=\"Close\">Test Bed Build Time Lapse Video<\/button>\n<\/div>\n\n\n\n<div class=\"uwm-l-col uwm-l-col--4\"><\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"uwm-l-row\">\n<div class=\"uwm-l-col\">\n<h2 class=\"wp-block-heading default\" id=\"h-csi-specialization\">CSI Specialization:<\/h2>\n\n\n\n<p class=\"default\">CSI focuses on research across the business spectrum, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Factory Systems Integration<\/li>\n\n\n\n<li>Integrated Motion Control<\/li>\n\n\n\n<li>Fluid Flow Management<\/li>\n\n\n\n<li>IOT Connectivity<\/li>\n\n\n\n<li>Integration of Robotics<\/li>\n\n\n\n<li>Digital thread\/twins<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"uwm-l-col\">\n<h2 class=\"wp-block-heading default\" id=\"h-csi-affiliated-research-centers\">CSI Affiliated Research Centers<\/h2>\n\n\n\n<p class=\"default\">Partnerships are an important part of the CSI ecosystem. Among the Institute\u2019s partners are:<\/p>\n\n\n\n<ul class=\"wp-block-list uwm-c-link--external\">\n<li><a href=\"https:\/\/innovation.northwesternmutual.com\/northwestern-mutual-data-science-institute\/\">Northwestern Mutual Data Science Institute<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uwm.edu\/business\/research\/centers-initiatives\/sap-university-competence\/\">SAP University Competence Center<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/iac.university\/center\/WM\">Industrial Assessment Center<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/sites.uwm.edu\/sees\/\">Center for Sustainable Electric Systems<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/sites.uwm.edu\/grapes\/\">Center for GRid-connected Advanced Power Electronic Systems<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uwm.edu\/business\/research\/centers-initiatives\/technology-innovation\/\">Center for Technology Innovation<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uwm.edu\/business\/research\/centers-initiatives\/supply-chain-management-institute\/\">Supply Chain Management Institute<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/uwm.edu\/lubar-entrepreneurship-center\/\">Lubar Entrepreneurship Center<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/iucrc.nsf.gov\/centers\/water-equipment-and-policy\/\">NSF Center on Water Equipment and Policy<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div id=\"uwm-modal-time-lapse-video\" class=\"hidden\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Constructing the Digital Manufacturing Test Bed with Industry 4.0 Technology [Time Lapse]\" width=\"1400\" height=\"788\" src=\"https:\/\/www.youtube.com\/embed\/1htbuE6E2xU?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1287,"featured_media":0,"parent":0,"menu_order":9,"comment_status":"closed","ping_status":"closed","template":"templates\/full-width.php","meta":{"_acf_changed":false,"footnotes":"","uwm_wg_additional_authors":[]},"class_list":["post-109","page","type-page","status-publish","hentry"],"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>Connected Systems Institute<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uwm.edu\/csi\/research\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research &amp; 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