{"id":17147,"date":"2024-05-20T21:08:45","date_gmt":"2024-05-20T13:08:45","guid":{"rendered":"https:\/\/cde.nus.edu.sg\/edic\/?page_id=17147"},"modified":"2024-05-20T21:08:45","modified_gmt":"2024-05-20T13:08:45","slug":"predicting-passenger-discomfort-2024","status":"publish","type":"page","link":"https:\/\/cde.nus.edu.sg\/edic\/projects\/innovating-for-smarter-living\/predicting-passenger-discomfort-2024\/","title":{"rendered":"Predicting and decreasing passenger discomfort on flights"},"content":{"rendered":"\n<h2>\n\t\tPredicting and decreasing passenger discomfort on flights\n\t<\/h2>\n\t<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cde.nus.edu.sg\/edic\/wp-content\/uploads\/sites\/37\/2024\/05\/Predicting-passenger-discomfort-1024x675.jpg\" alt=\"\" width=\"1024\" height=\"675\" \/><\/p>\n<p>This project aims to predict and reduce discomfort experienced by passengers travelling on long-haul flights by implementing an innovative machine learning model and a smart pneumatic-based seat cushion.<\/p>\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/i.ytimg.com\/vi\/IbfqnkFcrwA\/maxresdefault.jpg\" alt=\"youtube-video-thumbnail\" \/>\n\t<h3>Project Team<\/h3>\n<h4>Students:<\/h4>\n<ul>\n<li>Danial Asraf Bin Kamsari (Biomedical Engineering, Class of 2024)<\/li>\n<li>Justin Bin Qi Shun (Mechanical Engineering, Class of 2024)<\/li>\n<li>Miguel Lim (Chemical Engineering, Class of 2024)<\/li>\n<li>Tan Li Cher (Mechanical Engineering, Class of 2024)<\/li>\n<li>Wan Haocheng (Electrical Engineering, Class of 2024)<\/li>\n<\/ul>\n<h4>Supervisors:<\/h4>\n<ul>\n<li>Dr Yen Shih-Cheng (<a href=\"mailto:sc.yen@nus.edu.sg\">sc.yen@nus.edu.sg<\/a>)<\/li>\n<li>Dr Wu Changsheng (<a href=\"mailto:cwu@nus.edu.sg\">cwu@nus.edu.sg<\/a>)<\/li>\n<\/ul>\n\n","protected":false},"excerpt":{"rendered":"<p>Predicting and decreasing passenger discomfort on flights This project aims to predict and reduce discomfort experienced by passengers travelling on long-haul flights by implementing an innovative machine learning model and a smart pneumatic-based seat cushion. Project Team Students: Danial Asraf Bin Kamsari (Biomedical Engineering, Class of 2024) Justin Bin Qi Shun (Mechanical Engineering, Class of [&hellip;]<\/p>\n","protected":false},"author":171,"featured_media":0,"parent":257,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-17147","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/17147","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/users\/171"}],"replies":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/comments?post=17147"}],"version-history":[{"count":2,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/17147\/revisions"}],"predecessor-version":[{"id":17150,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/17147\/revisions\/17150"}],"up":[{"embeddable":true,"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/pages\/257"}],"wp:attachment":[{"href":"https:\/\/cde.nus.edu.sg\/edic\/wp-json\/wp\/v2\/media?parent=17147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}