{"id":49772,"date":"2021-11-08T12:08:04","date_gmt":"2021-11-08T18:08:04","guid":{"rendered":"https:\/\/live-uw-engineering.pantheonsite.io\/?page_id=49772"},"modified":"2024-06-25T09:21:05","modified_gmt":"2024-06-25T14:21:05","slug":"advanced-manufacturing-and-production-systems","status":"publish","type":"page","link":"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/research\/advanced-manufacturing-and-production-systems\/","title":{"rendered":"Advanced Manufacturing and Industrial AI"},"content":{"rendered":"<div class=\"acf-hero block_8de1f72ee7515f7975972719a67a30cd position-relative alignfull track-hero alignfull mb-5 \" >\r\n\r\n    <div class=\"hero-container d-flex bg-pattern-secondary hero-spacing-medium has-navigation\" style=\"background-image: url(https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/10\/bg-pattern-red.svg);\" >\r\n        <div class=\"container-xxl  d-flex flex-column flex-lg-row justify-content-center justify-content-lg-between align-items-start align-items-lg-center\">\r\n                            <div class=\"hero-heading text-white text-left\">\r\n                    <h1 class=\"text-white fw-bold m-0 h1\"><span class=\"micro-title text-uppercase d-block\">Industrial &amp; Systems Engineering<\/span> Research<\/h1>\r\n                <\/div>\r\n                        \r\n                        <\/div>    <\/div>\r\n\r\n\r\n            <div class=\"container-xxl navigation ms-auto\">\r\n            \r\n                                <div id=\"menuStrip\">\r\n    <nav class=\" navbar navbar-expand navbar-light rounded container-xxl\">\r\n        <div class=\"d-flex align-items-center flex-grow-1\">\r\n            <ul role=\"menu\" id=\"parent-nav\" class=\"navbar-nav d-flex align-items-center w-100 \"><li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-46904\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-46904 nav-item\" role=\"menuitem\"><a title=\"Overview of Industrial &#038; Systems Engineering\" href=\"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/\" class=\"nav-link\">Overview<\/a><\/li>\n<li itemscope=\"itemscope\" itemtype=\"https:\/\/www.schema.org\/SiteNavigationElement\" id=\"menu-item-49742\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-49742 nav-item\" role=\"menuitem\"><a title=\"Degrees &#038; 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Systems Engineering\" href=\"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/about\/\" class=\"nav-link\">About<\/a><\/li>\n<\/ul>            <ul id=\"hidden-nav\" class=\"invisible\"><\/ul>\r\n            <button class=\"btn-more\" aria-label=\"Open Section Navigation\">\r\n                <div><\/div>\r\n            <\/button>\r\n            <div id=\"cta\" class=\"ms-auto\">\r\n            <\/div>\r\n        <\/div>\r\n    <\/nav>\r\n        <\/div>\r\n                    <\/div>\r\n    \r\n<\/div>\r\n\r\n\n\n<div class=\"acf-card-horizontal block_1529150aa3de2c7fc6e2bd7bc073283a position-relative track-card-horizontal my-5\" >\r\n    \r\n        \r\n\r\n        \r\n                                                                    <div class=\"card border-0 img-right\">\r\n                                <div class=\"row g-0\">\r\n                                    <div class=\"d-flex align-items-start col-lg-6 order-1 order-lg-3\">\r\n                                                                                    <div class=\"ratio ratio-16x9\">\r\n                                                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"493\" src=\"https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/manufacturing2-jpg-webp.webp\" class=\"card-img not-transparent\" alt=\"\" srcset=\"https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/manufacturing2-jpg-webp.webp 740w, https:\/\/engineering.wisc.edu\/wp-content\/uploads\/2021\/11\/manufacturing2-512x341.webp 512w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" data-has-transparency=\"false\" data-dominant-color=\"91979c\" style=\"--dominant-color: #91979c;\" \/>                                                                                                                                                                                            <\/div>\r\n                                        \r\n                                    <\/div>\r\n                                    <div class=\"col-lg-6 order-2 order-lg-2 d-flex align-items-center\">\r\n                                        <div class=\"card-body px-lg-4\">\r\n                                                                                        <h2 class=\"card-title my-3 h2\">Advanced Manufacturing and Industrial AI<\/h2>                                                                                                    <div class=\"card-text\"><p>The success of any manufacturing company depends on its ability to respond to factors impacting a host of areas, from product development to production scheduling to logistics coordination. Due to the rapid development of Internet of Things technology and the cloud computing platform, more and more data from different sources are becoming available in real time, which creates unprecedented opportunities in advanced manufacturing and industrial artificial intelligence (AI).\u00a0 Advanced manufacturing and industrial AI researchers at UW-Madison have developed data science methodologies, computer-aided tools, and experimental testbeds to design, analyze and improve manufacturing and production systems, efficiency, yield, supply chain, and product quality.<\/p>\n<p>We further focus in the following areas of work:<\/p>\n<ul>\n<li>Machine learning and data science<\/li>\n<li>Quality control and improvement<\/li>\n<li>Advanced manufacturing and data analytics<\/li>\n<li>Production planning and scheduling<\/li>\n<\/ul>\n<\/div>                                                                                            <\/div>\r\n                                    <\/div>\r\n                                <\/div>\r\n                            <\/div>\r\n                                                                                \r\n        <\/div>\r\n\r\n\n\n\n<h3 class=\"wp-block-heading\">Faculty<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Liu_Kaibo\/\" target=\"_blank\" rel=\"noreferrer noopener\">Kaibo Liu<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Radwin_Robert\/\" target=\"_blank\" rel=\"noreferrer noopener\">Rob Radwin<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Veeramani_Raj\/\" target=\"_blank\" rel=\"noreferrer noopener\">Raj Veeramani<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Zhou_Shiyu\/\" target=\"_blank\" rel=\"noreferrer noopener\">Shiyu Zhou<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/directory.engr.wisc.edu\/ie\/Faculty\/Qin_Hantang\/\">Hantang Qin<\/a><\/li>\n<\/ul>\n\n\n<div class=\"acf-callout-slim block_9edd353061ee18a6a672044153074dcb position-relative track-callout-slim mb-n5 mt-5 alignfull py-5\" >\r\n    <div class=\"container-xxl\">\r\n        <div class=\"container d-flex flex-column flex-lg-row justify-content-center justify-content-lg-between align-items-start align-items-lg-center text-center text-lg-start\">\r\n            <div class=\"callout-body d-flex flex-column flex-lg-row justify-content-center align-items-center col-12 col-lg-8\">\r\n                                    <div class=\"pe-0 pe-lg-4 mb-3 mb-lg-0\">\r\n                        <i class=\"fas fa-university fa-5x\" aria-hidden=\"true\"><\/i>\r\n                    <\/div>\r\n                                <div class=\"flex-grow-1\">Learn more about our centers, consortia and laboratories<\/div>            <\/div>\r\n                            <div class=\"callout-link my-3 my-lg-0 ps-lg-5\">\r\n                    <a href=\"https:\/\/engineering.wisc.edu\/departments\/industrial-systems-engineering\/research\/\" class=\"mx-auto stretched-link text-nowrap text-decoration-none fw-bold text-reset\" >ISyE centers, consortia and laboratories<i class=\"fas fa-arrow-right ms-2\" aria-hidden=\"true\"><\/i><\/a>\r\n                <\/div>\r\n                    <\/div>\r\n\r\n                <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Faculty<\/p>\n","protected":false},"author":87,"featured_media":0,"parent":49737,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_tec_requires_first_save":true,"_mbp_gutenberg_autopost":false,"_EventAllDay":false,"_EventTimezone":"","_EventStartDate":"","_EventEndDate":"","_EventStartDateUTC":"","_EventEndDateUTC":"","_EventShowMap":false,"_EventShowMapLink":false,"_EventURL":"","_EventCost":"","_EventCostDescription":"","_EventCurrencySymbol":"","_EventCurrencyCode":"","_EventCurrencyPosition":"","_EventDateTimeSeparator":"","_EventTimeRangeSeparator":"","_EventOrganizerID":[],"_EventVenueID":[],"_OrganizerEmail":"","_OrganizerPhone":"","_OrganizerWebsite":"","_VenueAddress":"","_VenueCity":"","_VenueCountry":"","_VenueProvince":"","_VenueState":"","_VenueZip":"","_VenuePhone":"","_VenueURL":"","_VenueStateProvince":"","_VenueLat":"","_VenueLng":"","_VenueShowMap":false,"_VenueShowMapLink":false,"_tribe_blocks_recurrence_rules":"","_tribe_blocks_recurrence_description":"","_tribe_blocks_recurrence_exclusions":"","footnotes":""},"class_list":["post-49772","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/comments?post=49772"}],"version-history":[{"count":3,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49772\/revisions"}],"predecessor-version":[{"id":99029,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49772\/revisions\/99029"}],"up":[{"embeddable":true,"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/pages\/49737"}],"wp:attachment":[{"href":"https:\/\/engineering.wisc.edu\/wp-json\/wp\/v2\/media?parent=49772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}