  {"id":3102,"date":"2024-10-18T12:38:57","date_gmt":"2024-10-18T17:38:57","guid":{"rendered":"https:\/\/uwm.edu\/csi\/?page_id=3102"},"modified":"2025-01-15T11:46:07","modified_gmt":"2025-01-15T17:46:07","slug":"research-projects","status":"publish","type":"page","link":"https:\/\/uwm.edu\/csi\/research\/research-projects\/","title":{"rendered":"Research Projects"},"content":{"rendered":"<div class='uwm-file-php'>\n<div class=\"uwm-l-grid uwm-l-grid--4 uwm-l-grid--equal-y\">\n\n    \n        <div id=\"3084\" class=\"uwm-p-card uwm-p-card--gold uwm-p-card--shadow uwm-u-mb-40\">\n            <div class=\"img-wrap\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-research-lab-AdobeStock_340906665.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Two men looking at a computer and talking to each other\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-research-lab-AdobeStock_340906665.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-research-lab-AdobeStock_340906665-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-research-lab-AdobeStock_340906665-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>            <\/div>\n            <div class=\"uwm-p-card--body\">\n                <div class=\"uwm-p-card--title\"><a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/using-predictive-modeling-to-predict-failures-in-supply-chain\/\">Using Predictive Modeling to Predict Failures in Supply Chain<\/a><\/div>\n                <div class=\"uwm-p-card--content\"><\/div>\n                <a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/using-predictive-modeling-to-predict-failures-in-supply-chain\/\" class=\"uwm-p-card--link\">View Research Project<\/a>\n            <\/div>\n            \n        <\/div>\n\n    \n        <div id=\"3080\" class=\"uwm-p-card uwm-p-card--gold uwm-p-card--shadow uwm-u-mb-40\">\n            <div class=\"img-wrap\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-CSI-Testbed-Tile.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Connected Systems Institute manufacturing test bed equipment\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-CSI-Testbed-Tile.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-CSI-Testbed-Tile-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/home-CSI-Testbed-Tile-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>            <\/div>\n            <div class=\"uwm-p-card--body\">\n                <div class=\"uwm-p-card--title\"><a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/realizing-physics-based-digital-twin\/\">Realizing Physics-based Digital Twin<\/a><\/div>\n                <div class=\"uwm-p-card--content\"><\/div>\n                <a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/realizing-physics-based-digital-twin\/\" class=\"uwm-p-card--link\">View Research Project<\/a>\n            <\/div>\n            \n        <\/div>\n\n    \n        <div id=\"3077\" class=\"uwm-p-card uwm-p-card--gold uwm-p-card--shadow uwm-u-mb-40\">\n            <div class=\"img-wrap\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Digital-Twin-Tile-CSI.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Rendering of the Digital Twin Test Bed\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Digital-Twin-Tile-CSI.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Digital-Twin-Tile-CSI-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Digital-Twin-Tile-CSI-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>            <\/div>\n            <div class=\"uwm-p-card--body\">\n                <div class=\"uwm-p-card--title\"><a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/digital-twin-with-ptc-for-csi-testbed\/\">Digital Twin with PTC for CSI Testbed<\/a><\/div>\n                <div class=\"uwm-p-card--content\"><\/div>\n                <a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/digital-twin-with-ptc-for-csi-testbed\/\" class=\"uwm-p-card--link\">View Research Project<\/a>\n            <\/div>\n            \n        <\/div>\n\n    \n        <div id=\"3073\" class=\"uwm-p-card uwm-p-card--gold uwm-p-card--shadow uwm-u-mb-40\">\n            <div class=\"img-wrap\">\n                <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"400\" src=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Utility-Meter.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Utility meter\" srcset=\"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Utility-Meter.jpg 800w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Utility-Meter-300x150.jpg 300w, https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2024\/10\/Utility-Meter-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>            <\/div>\n            <div class=\"uwm-p-card--body\">\n                <div class=\"uwm-p-card--title\"><a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/innovative-time-to-failure-prediction-utility-meters\/\">Innovative Time to Failure Prediction Utility Meters<\/a><\/div>\n                <div class=\"uwm-p-card--content\"><\/div>\n                <a href=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/innovative-time-to-failure-prediction-utility-meters\/\" class=\"uwm-p-card--link\">View Research Project<\/a>\n            <\/div>\n            \n        <\/div>\n\n    \n<\/div>\n\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1287,"featured_media":0,"parent":109,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","uwm_wg_additional_authors":[]},"class_list":["post-3102","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\/research-projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research Projects\" \/>\n<meta property=\"og:url\" content=\"https:\/\/uwm.edu\/csi\/research\/research-projects\/\" \/>\n<meta property=\"og:site_name\" content=\"Connected Systems Institute\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-15T17:46:07+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/research\\\/research-projects\\\/\",\"url\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/research\\\/research-projects\\\/\",\"name\":\"Research Projects - Connected Systems Institute\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/#website\"},\"datePublished\":\"2024-10-18T17:38:57+00:00\",\"dateModified\":\"2025-01-15T17:46:07+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/research\\\/research-projects\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/uwm.edu\\\/csi\\\/research\\\/research-projects\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/research\\\/research-projects\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Research &amp; Labs\",\"item\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/research\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Research Projects\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/#website\",\"url\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/\",\"name\":\"Connected Systems Institute\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/#organization\",\"name\":\"University of Wisconsin - Milwaukee\",\"url\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/wp-content\\\/uploads\\\/sites\\\/708\\\/2020\\\/11\\\/uwm-seo-logo.jpg\",\"contentUrl\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/wp-content\\\/uploads\\\/sites\\\/708\\\/2020\\\/11\\\/uwm-seo-logo.jpg\",\"width\":225,\"height\":224,\"caption\":\"University of Wisconsin - Milwaukee\"},\"image\":{\"@id\":\"https:\\\/\\\/uwm.edu\\\/csi\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Connected Systems Institute","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/uwm.edu\/csi\/research\/research-projects\/","og_locale":"en_US","og_type":"article","og_title":"Research Projects","og_url":"https:\/\/uwm.edu\/csi\/research\/research-projects\/","og_site_name":"Connected Systems Institute","article_modified_time":"2025-01-15T17:46:07+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/uwm.edu\/csi\/research\/research-projects\/","url":"https:\/\/uwm.edu\/csi\/research\/research-projects\/","name":"Research Projects - Connected Systems Institute","isPartOf":{"@id":"https:\/\/uwm.edu\/csi\/#website"},"datePublished":"2024-10-18T17:38:57+00:00","dateModified":"2025-01-15T17:46:07+00:00","breadcrumb":{"@id":"https:\/\/uwm.edu\/csi\/research\/research-projects\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/uwm.edu\/csi\/research\/research-projects\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/uwm.edu\/csi\/research\/research-projects\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/uwm.edu\/csi\/"},{"@type":"ListItem","position":2,"name":"Research &amp; Labs","item":"https:\/\/uwm.edu\/csi\/research\/"},{"@type":"ListItem","position":3,"name":"Research Projects"}]},{"@type":"WebSite","@id":"https:\/\/uwm.edu\/csi\/#website","url":"https:\/\/uwm.edu\/csi\/","name":"Connected Systems Institute","description":"","publisher":{"@id":"https:\/\/uwm.edu\/csi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/uwm.edu\/csi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/uwm.edu\/csi\/#organization","name":"University of Wisconsin - Milwaukee","url":"https:\/\/uwm.edu\/csi\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/uwm.edu\/csi\/#\/schema\/logo\/image\/","url":"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2020\/11\/uwm-seo-logo.jpg","contentUrl":"https:\/\/uwm.edu\/csi\/wp-content\/uploads\/sites\/708\/2020\/11\/uwm-seo-logo.jpg","width":225,"height":224,"caption":"University of Wisconsin - Milwaukee"},"image":{"@id":"https:\/\/uwm.edu\/csi\/#\/schema\/logo\/image\/"}}]}},"acf":[],"_links":{"self":[{"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/pages\/3102","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/users\/1287"}],"replies":[{"embeddable":true,"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/comments?post=3102"}],"version-history":[{"count":1,"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/pages\/3102\/revisions"}],"predecessor-version":[{"id":3523,"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/pages\/3102\/revisions\/3523"}],"up":[{"embeddable":true,"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/pages\/109"}],"wp:attachment":[{"href":"https:\/\/uwm.edu\/csi\/wp-json\/wp\/v2\/media?parent=3102"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}