{"id":824,"date":"2020-02-18T23:42:53","date_gmt":"2020-02-18T22:42:53","guid":{"rendered":"http:\/\/www.uasconferences.com\/2022_icuas\/?page_id=824"},"modified":"2022-06-18T13:17:22","modified_gmt":"2022-06-18T11:17:22","slug":"tutorial-t4-full-day","status":"publish","type":"page","link":"https:\/\/www.uasconferences.com\/2022_icuas\/tutorial-t4-full-day\/","title":{"rendered":"Tutorial T4 (full day)"},"content":{"rendered":"<p><!--StartFragment--><\/p>\n\n\n<h3><strong>T4: Drones as Edge Devices: Challenges, Technologies, and Applications<\/strong><\/h3>\n\n\n\n<p><strong>Date and time: <\/strong>June 21, 2022, 9:00-17:00 h (full day) *** cancelled ***<\/p>\n\n\n\n<p><strong>Organizers and Presenters<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/mechatronics.ucmerced.edu\/\" target=\"_blank\" rel=\"noreferrer noopener\">YangQuan Chen<\/a><br>Director, Mechatronics, Embedded Systems and Automation Lab (MESA Lab)<br>Professor, Dept. of Mechanical Engineering<br>School of Engineering, University of California, Merced, CA, USA <\/p>\n\n\n\n<p><a href=\"https:\/\/ritchieschool.du.edu\/about\/people\/kimon-p-valavanis\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Kimon P. Valavanis<\/a><br>Director, Research and Innovation<br>D. F. Ritchie School of Engineering and Computer Science<br>University of Denver, CO, USA<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/www.researchgate.net\/profile\/Derek-Hollenbeck\" target=\"_blank\">Derek Hollenbeck<\/a><br>Mechatronics, Embedded Systems and Automation Lab (MESA Lab)<br>Dept. of Mechanical Engineering<br>School of Engineering, University of California, Merced, CA, USA<\/p>\n\n\n\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=x-xBjiwAAAAJ&amp;hl=en\" target=\"_blank\" rel=\"noreferrer noopener\">Haoyu Niu<\/a><br>Mechatronics, Embedded Systems and Automation Lab (MESA Lab)<br>Electrical Engineering and Computer Science Graduate Program <br>School of Engineering, University of California, Merced<\/p>\n\n\n\n<p><strong>Tutorial Summary<\/strong><\/p>\n\n\n\n<p>During the <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.eventbrite.com\/e\/drones-technology-policy-and-society-tickets-48415226245?utm_source=CITRIS+Announcements&amp;utm_campaign=9602b7a29e-EMAIL_CAMPAIGN_2018_09_17_COPY_01&amp;utm_medium=email&amp;utm_term=0_92ad2a0544-9602b7a29e-332134893&amp;mc_cid=9602b7a29e&amp;mc_eid=4e77a0237c\" target=\"_blank\">Drones: Technology, Policy and Society<\/a> Workshop organized jointly by CITRIS and Honeywell at UC Berkeley on Oct. 25, 2018, one of the invited panelists and speakers Brad Westphal, then senior director of Honeywell, introduced the company\u2019s end-to-end inspection and data analytics services using small UAVs. While the program primarily serves aircraft, renewables and oil and gas companies, Westphal addressed the scale needed to improve safety and lower costs across commercial industries. \u201cWithin each one of these businesses, there are opportunities for drones and UAVs to provide efficiency and extract value,\u201d he says. In his talk, he suggested that drones should be used as edge devices. A full recorded talk can be accessed from this link: <a rel=\"noreferrer noopener\" aria-label=\"UAV experts present the latest in drone tech (opens in a new tab)\" href=\"https:\/\/citris-uc.org\/uav-experts-present-the-latest-in-drone-tech\/\" target=\"_blank\"><em>UAV experts present the latest in drone tech<\/em><\/a>.<\/p>\n\n\n\n<p>This has sparked a new wave of\ndevelopment regarding drones as edge devices. Edge computing devices are\neverywhere with considerable computing power that can be employed to run\ncomplex algorithms to perform different applications. As the edge computing\npower increases, Artificial Intelligence (AI) algorithms can be embedded in the\nedge devices. With Edge AI, introducing Real-Time data analytics to a drone\napplication is possible without depending on a centralized server to perform\nthe corresponding analysis and visualization tasks. Thus, drones can be used in\nindustry settings not only as moving sensors for inspection, but also as local\nintelligent data processor and prognostic tool. Edge AI for UAVs\/UASs opens new\npossibilities to expand the processing capabilities on industry settings,\ncontributing to growing Industry 4.0 automation, analysis, and data-based\nprocess. <\/p>\n\n\n\n<p><strong>Topics covered<\/strong><\/p>\n\n\n<ul>\n<li>YangQuan Chen: <em>An Overview of Edge Computing, Industrial Artificial Intelligence (IAI) and a Fault Face Deep Learning Case Study<\/em><\/li>\n<li>YangQuan Chen: <em>Process Industry Use of Drones as Edge Devices<\/em><\/li>\n<li>Kimon Valavanis: <em>Comparative Studies of Model-based and Data-Driven Techniques and Complexity Analysis for UAS<\/em><\/li>\n<li>Kimon Valavanis: <em>Flying Quadrotors in Confined Environments for Infrastructure Inspection: Experimental Validation and Verification<\/em><\/li>\n<li>Derek Hollenbeck: <em>A Digital Twin Framework on Using Drones as Edge Devices for Environmental Monitoring<\/em>&nbsp;<\/li>\n<li>Derek Hollenbeck: <em>Methane Sensing Drones with Machine Learning<\/em><\/li>\n<li>Haoyu Niu: <em>ET (evapotranspiration) Sensing Drones with Machine Learning<\/em><\/li>\n<li>Haoyu Niu: <em>Smart big data in precision agriculture applications: edge devices (drones and IoT), new data analytics and plant physiology-informed machine learning<\/em><\/li>\n<li>All: <em>The Road Ahead<\/em><\/li>\n<\/ul>\n\n\n<p><strong>Intended audience<\/strong><\/p>\n\n\n\n<p>This Tutorial is suitable for graduate students, researchers, scientists and engineers, practitioners, end-users and developers interested in autonomous UAVs. The collective outcome of the Tutorial is an understanding of what may be achieved when autonomous UAVs are treated or regarded as edge devices with edge AI embedded. <\/p>\n\n\n\n<p><strong>Tutorial material<\/strong><\/p>\n\n\n\n<p>Participants will receive detailed presentations and papers.<\/p>\n\n\n\n<p><strong>References<\/strong><\/p>\n\n\n\n<ol><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.theedgeai.com\/\" target=\"_blank\">The 2021 IEEE International Conference on Digital Twins and Parallel Intelligence<\/a>, July 15 &#8211; August 15, 2021, Beijing, China<\/li><li><a rel=\"noreferrer noopener\" href=\"http:\/\/conf.kzgc.com.cn\/iai2021\/\" target=\"_blank\">The 3rd International Conference on Industrial Artificial Intelligence<\/a>, November 8-11, 2021, Shenyang, Liaoning, China<\/li><li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.theedgeai.com\/\" target=\"_blank\">The Edge AI, Artificial intelligence and edge computing for smarter controls, by MESALab<\/a><\/li><\/ol>\n\n\n<p><!--EndFragment--><\/p>","protected":false},"excerpt":{"rendered":"<p>T4: Drones as Edge Devices: Challenges, Technologies, and Applications Date and time: June 21, 2022, 9:00-17:00 h (full day) *** cancelled *** Organizers and Presenters YangQuan ChenDirector, Mechatronics, Embedded Systems and Automation Lab (MESA Lab)Professor, Dept. of Mechanical EngineeringSchool of Engineering, University of California, Merced, CA, USA Kimon P. ValavanisDirector, Research and InnovationD. F. Ritchie&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/pages\/824"}],"collection":[{"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/comments?post=824"}],"version-history":[{"count":16,"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/pages\/824\/revisions"}],"predecessor-version":[{"id":2579,"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/pages\/824\/revisions\/2579"}],"wp:attachment":[{"href":"https:\/\/www.uasconferences.com\/2022_icuas\/wp-json\/wp\/v2\/media?parent=824"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}