{"id":46277,"date":"2026-04-03T10:37:26","date_gmt":"2026-04-03T14:37:26","guid":{"rendered":"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/?page_id=46277"},"modified":"2026-04-03T13:57:42","modified_gmt":"2026-04-03T17:57:42","slug":"system-analytics-optimization","status":"publish","type":"page","link":"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/research\/system-analytics-optimization\/","title":{"rendered":"System Analytics and Optimization"},"content":{"rendered":"\n\n\n\n\n<p class=\"has-text-align-center\"><strong>Last Updated<\/strong>: 04\/03\/2026 | All information is accurate and still up-to-date<\/p>\n\n\n<div class=\"layout-two-column is-text wp-block-ncst-link-list\">\n        <ul class=\"link-list__container\">\n      \n<li class=\"ncst-component__bold-link-container wp-block-ncst-bold-link\">\n      <a \n      href=\"#system-analytics\"\n      class=\"ncst-component__bold-link text-link\"\n                >\n    <span class=\"text\">System Analytics and Optimization<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n    <\/a>\n      <\/li>\n  \n\n<li class=\"ncst-component__bold-link-container wp-block-ncst-bold-link\">\n      <a \n      href=\"#faculty\"\n      class=\"ncst-component__bold-link text-link\"\n                >\n    <span class=\"text\">Current Faculty<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n    <\/a>\n      <\/li>\n  \n\n    <\/ul>\n  <\/div>\n\n\n\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=\"System Analytics and Optimization | NC State ISE\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/9-5W0u-5Ru8?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\n\n\n<h2 class=\"wp-block-heading\" id=\"advanced\">System Analytics and Optimization<\/h2>\n\n\n\n<p>Become a next generation engineer who can interpret and apply analytics used by leading companies. In today\u2019s business world, big data creates a strong competitive advantage. As a result, engineers with these skills are in high demand.<\/p>\n\n\n\n<p>In this area, you learn key principles that support data driven decision making.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, you study model formulation to represent complex systems.<\/li>\n\n\n\n<li>In addition, you explore system dynamics to understand how systems change over time.<\/li>\n\n\n\n<li>Moreover, you learn solution methods to solve analytical problems.<\/li>\n\n\n\n<li>Also, you practice fact based analysis to support decisions.<\/li>\n\n\n\n<li>Finally, you develop skills in optimal decision making to improve outcomes.<\/li>\n<\/ul>\n\n\n\n<p>Advanced analytics focuses on systems that rely on human decision making supported by mathematical and computer models. In this area, students and faculty work to expand what these systems can achieve.<\/p>\n\n\n\n<p>In addition, research explores a range of advanced methods and tools.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, you study linear and nonlinear programming to solve complex optimization problems.<\/li>\n\n\n\n<li>Moreover, you explore discrete optimization to improve system performance.<\/li>\n\n\n\n<li>In addition, you apply data analysis to uncover patterns and insights.<\/li>\n\n\n\n<li>Also, you use knowledge extraction to turn data into useful information.<\/li>\n\n\n\n<li>Furthermore, you examine intelligent systems that adapt and learn over time.<\/li>\n\n\n\n<li>In addition, you explore fuzzy decision making to handle uncertainty.<\/li>\n\n\n\n<li>Finally, you study soft computing methods to solve complex problems.<\/li>\n<\/ul>\n\n\n\n<p>Moreover, you can apply advanced techniques to solve real world challenges. For example, you use applied probability, stochastic modeling, queuing theory and fluid approximations to improve system performance.<\/p>\n\n\n\n<p><strong>ISE PRO TIP<\/strong>: Are you a current or potential student looking for more information? If you are looking for a bachelor&#8217;s degree, please get in touch with our Undergraduate Services Coordinator at <a href=\"mailto:our Undergraduate services coordinator at ISE-undergradoffice@ncsu.edu\">ise-undergradoffice@ncsu.edu <\/a>| 919.513.2189. Graduate students should contact our Graduate Service Coordinator at <a href=\"mailto:ise-gradoffice@ncsu.edu\">ise-gradoffice@ncsu.edu<\/a> | 919.515.6410.<\/p>\n\n\n<div class=\"wp-block-ncst-resource-links\">\n      \n<div class=\"has-custombg-seven-text-color wp-block-ncst-single-resource-link\">\n  <a href=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/future-students\/graduate-programs\/current-phd-students\/\" class=\"ncst-single-resource-link__url\" >\n    <span class=\"ncst-icon\">\n            <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M4.28901 7.61716C4.28901 7.18591 4.00308 6.80154 3.6187 6.70779V6.27654L2.94839 6.13123V6.75466C2.56401 6.89998 2.27808 7.23279 2.27808 7.66404C2.27808 7.94998 2.42339 8.2406 2.61558 8.38123V13.2656H2.95308V13.6031H3.62339V13.2656H3.96089V8.33435C4.1437 8.14216 4.28901 7.9031 4.28901 7.61716Z\" fill=\"currentColor\" \/><path d=\"M6.06084 5.7C6.25303 5.55469 6.44522 5.46094 6.6374 5.31563C7.45303 4.8375 8.45615 4.5 9.51084 4.30781C9.79678 4.26094 10.0358 4.21406 10.3265 4.1625C10.903 4.11563 11.4749 4.06875 12.0046 4.06875C13.153 4.06875 14.3062 4.21406 15.3093 4.45312C16.3171 4.69219 17.2733 5.12344 17.9905 5.64844C17.9905 5.98594 17.9905 6.225 17.9905 6.51094L22.5421 5.17031L11.9999 0L1.4624 5.31563L6.06084 6.46406V5.7Z\" fill=\"currentColor\" \/><path d=\"M12 4.55157C14.2031 4.55157 16.2656 5.07657 17.5547 5.93907V7.75782H6.49219V5.93907C7.73438 5.07657 9.79688 4.55157 12 4.55157Z\" fill=\"currentColor\" \/><path d=\"M6.44531 8.19373V15.5203L8.78906 17.8687V19.3031H15.2578V17.7703L17.5078 15.5203V8.19373H6.44531Z\" fill=\"currentColor\" \/><path d=\"M19.5703 19.9266H15.3563L12 23.9531L8.78906 19.9313H4.42969C4.42969 19.9313 0.0234375 19.9313 0.0234375 24.0047C0.885937 24.0047 21.8672 24.0047 23.9766 24.0047C23.9766 19.9266 19.5703 19.9266 19.5703 19.9266Z\" fill=\"currentColor\" \/><\/svg>\n\n    <\/span>\n    <div class=\"ncst-single-resource-link__content\">\n              <h3 class=\"ncst-single-resource-link__heading\">Current Ph.D. Students<\/h3>\n                    <p class=\"ncst-single-resource-link__teaser\">\n          <span class=\"text\">Explore what our current Ph.D. students are working on.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-light\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-light\">\n\t\t<\/svg><\/span>\n        <\/p>\n          <\/div>\n  <\/a>\n<\/div>\n\n\n    <\/div>\n  \n\n\n<h3 class=\"wp-block-heading\">Advanced Manufacturing Facilities<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/webpublishing.oit.ncsu.edu\/blockchain-simulation-ise-ncsu-edu\/\">Blockchain Simulation Lab<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faculty\">Current Faculty<\/h2>\n\n\n<div class=\"layout-grid wp-block-ncst-group-contact-cards\"><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/adolfo-escobedo\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">AE<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/adolfo-escobedo-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Adolfo Escobedo\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/adolfo-escobedo-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/adolfo-escobedo-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/adolfo-escobedo-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/adolfo-escobedo\/>\n          Adolfo Escobedo \n        <\/a>\n      \n      \n              <p class=\"title\">Associate Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.1815\">919.515.1815<\/a>\n      \n              <a class=\"email\" href=\"mailto:arescobedo@ncsu.edu\">arescobedo@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/shu-cherng-fang\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">SF<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/shu-cherng-fang-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Shu-Cherng Fang\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/shu-cherng-fang-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/shu-cherng-fang-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/shu-cherng-fang-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/shu-cherng-fang\/>\n          Shu-Cherng Fang \n        <\/a>\n      \n      \n              <p class=\"title\">Walter Clark Chair Professor and University Alumni Distinguished Graduate Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.2192\">919.515.2192<\/a>\n      \n              <a class=\"email\" href=\"mailto:fang@ncsu.edu\">fang@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/xiaolei-fang\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">XF<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/xiaolei-fang-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Xiaolei Fang\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/xiaolei-fang-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/xiaolei-fang-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/xiaolei-fang-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/xiaolei-fang\/>\n          Xiaolei Fang \n        <\/a>\n      \n      \n              <p class=\"title\">Associate Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.0312\">919.515.0312<\/a>\n      \n              <a class=\"email\" href=\"mailto:xfang8@ncsu.edu\">xfang8@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/yahya-fathi\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">YF<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/yahya-fathi-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Yahya Fathi\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/yahya-fathi-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/yahya-fathi-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/yahya-fathi-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/yahya-fathi\/>\n          Yahya Fathi \n        <\/a>\n      \n      \n              <p class=\"title\">Professor <\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.6417\">919.515.6417<\/a>\n      \n              <a class=\"email\" href=\"mailto:fathi@ncsu.edu\">fathi@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/leila-hajibabai\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">LH<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/leila-hajibabai-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Leila Hajibabai\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/leila-hajibabai-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/leila-hajibabai-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/leila-hajibabai-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/leila-hajibabai\/>\n          Leila Hajibabai \n        <\/a>\n      \n      \n              <p class=\"title\">Associate Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.2364\">919.515.2364<\/a>\n      \n              <a class=\"email\" href=\"mailto:lhajiba@ncsu.edu\">lhajiba@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/s-mohammad-hosseinian\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">SH<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/s-mohammad-hosseinian-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of S Mohammad Hosseinian\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/s-mohammad-hosseinian-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/s-mohammad-hosseinian-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/s-mohammad-hosseinian-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/s-mohammad-hosseinian\/>\n          S  Mohammad Hosseinian \n        <\/a>\n      \n      \n              <p class=\"title\">Assistant Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.5194\">919.515.5194<\/a>\n      \n              <a class=\"email\" href=\"mailto:hosseinian@ncsu.edu\">hosseinian@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/michael-kay\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">MK<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/michael-kay-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Michael Kay\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/michael-kay-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/michael-kay-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/michael-kay-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/michael-kay\/>\n          Michael Kay \n        <\/a>\n      \n      \n              <p class=\"title\">Director of IMSEI and Associate Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.515.2008\">919.515.2008<\/a>\n      \n              <a class=\"email\" href=\"mailto:kay@ncsu.edu\">kay@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/jordan-kern\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">JK<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/jordan-kern-faculty-image-500x500-05-2026-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"Headshot of Jordan Kern\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/jordan-kern-faculty-image-500x500-05-2026-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/jordan-kern-faculty-image-500x500-05-2026-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/05\/jordan-kern-faculty-image-500x500-05-2026-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/jordan-kern\/>\n          Jordan Kern \n        <\/a>\n      \n      \n              <p class=\"title\">Associate Professor<\/p>\n      \n      \n      \n      \n              <a class=\"phone\" href=\"tel:919.513.3954\">919.513.3954<\/a>\n      \n              <a class=\"email\" href=\"mailto:jkern@ncsu.edu\">jkern@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><div class=\"wp-block-ncst-person-card\"><div class=\"person-card\">\n  <div class=\"person-card__container\">\n        <div class=\"person-card__image-container\">\n              <a class=\"person-card__image\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/gmendel\/ aria-hidden=\"true\">\n                    <div class=\"person-card__image-background\">\n            <div class=\"initials\">GM<\/div>\n                        <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2025\/09\/gal-mendelson-ise-faculty-fall-2025-500x500-09-2025-01.jpg\" class=\"attachment-500x500 size-500x500 wp-post-image\" alt=\"A headshot of Gal Mendelson standing in front of a gray background.\" srcset=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2025\/09\/gal-mendelson-ise-faculty-fall-2025-500x500-09-2025-01.jpg 500w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2025\/09\/gal-mendelson-ise-faculty-fall-2025-500x500-09-2025-01-300x300.jpg 300w, https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2025\/09\/gal-mendelson-ise-faculty-fall-2025-500x500-09-2025-01-150x150.jpg 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/>\n                      <\/div>\n                <\/a>\n          <\/div>\n    \n    <div class=\"person-card__info-container\">\n              <a class=\"name\" href=https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/people\/gmendel\/>\n          Gal Mendelson \n        <\/a>\n      \n      \n              <p class=\"title\">Assistant Professor<\/p>\n      \n      \n      \n      \n      \n              <a class=\"email\" href=\"mailto:gmendel@ncsu.edu\">gmendel@ncsu.edu<\/a>\n      \n          <\/div>\n  <\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"layout-two-column is-text wp-block-ncst-link-list\">\n          <h2 class=\"link-list-section__heading\">\n        Explore our Other Research Areas\n      <\/h2>\n        <ul class=\"link-list__container\">\n      \n<li class=\"ncst-component__bold-link-container wp-block-ncst-bold-link\">\n      <a \n      href=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/research\/advanced-manufacturing\/\"\n      class=\"ncst-component__bold-link text-link\"\n                >\n    <span class=\"text\">Advanced Manufacturing<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n    <\/a>\n      <\/li>\n  \n\n<li class=\"ncst-component__bold-link-container wp-block-ncst-bold-link\">\n      <a \n      href=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/research\/health-systems-engineering\/\"\n      class=\"ncst-component__bold-link text-link\"\n                >\n    <span class=\"text\"><span class=\"ncst-component__bold-link text-link\"><span class=\"text\">Health Systems Engineering<\/span><\/span><\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n    <\/a>\n      <\/li>\n  \n\n<li class=\"ncst-component__bold-link-container wp-block-ncst-bold-link\">\n      <a \n      href=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/research\/human-factors-ergonomics\/\"\n      class=\"ncst-component__bold-link text-link\"\n                >\n    <span class=\"text\">Human Factors and Ergonomics<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n    <\/a>\n      <\/li>\n  \n\n<li class=\"ncst-component__bold-link-container wp-block-ncst-bold-link\">\n      <a \n      href=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/research\/supply-chain-logistics\/\"\n      class=\"ncst-component__bold-link text-link\"\n                >\n    <span class=\"text\">Supply Chain and Logistics<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon wolficon-arrow-right-bold\" role=\"img\"  aria-hidden=\"true\">\n\t\t\t\n\t\t\t<use xlink:href=\"#wolficon-arrow-right-bold\">\n\t\t<\/svg><\/span>\n    <\/a>\n      <\/li>\n  \n\n    <\/ul>\n  <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Last Updated: 04\/03\/2026 | All information is accurate and still up-to-date System Analytics and Optimization Become a next generation engineer who can interpret and apply analytics used by leading companies.&hellip;<\/p>\n","protected":false},"author":12816,"featured_media":0,"parent":565,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"source":"","ncst_custom_author":"","ncst_show_custom_author":false,"ncst_dynamicHeaderBlockName":"ncst\/floating-box-header","ncst_dynamicHeaderData":"{\"pageIntro\":\"System analytics and optimization at NC State ISE uses data and modeling to improve decisions and solve complex real-world problems.\",\"backgroundColor\":\"custombg_one\",\"boxPosition\":\"left\",\"ctaNum\":\"one\",\"useCTA\":false,\"imageURL\":\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/wp-content\/uploads\/sites\/353\/2026\/04\/industrial-engineering-system-analytics-optimization-featured-image-04-2026-01.jpg\",\"imageID\":46283,\"imageAlt\":\"A system analytics and optimization student sitting at a desk, watching giant screens of traffic.\"}","ncst_content_audit_freq":"yearly","ncst_content_audit_date":"2\/17\/2026","ncst_content_audit_display":false,"ncst_backToTopFlag":"","footnotes":""},"class_list":["post-46277","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>System Analytics and Optimization | NC State ISE<\/title>\n<meta name=\"description\" content=\"System analytics and optimization at NC State ISE uses data and modeling to improve decisions and solve complex real-world problems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/webpublishing.oit.ncsu.edu\/ise-ncsu-edu\/research\/system-analytics-optimization\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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