{"id":4409,"date":"2021-09-20T08:20:15","date_gmt":"2021-09-20T06:20:15","guid":{"rendered":"https:\/\/web.fs.uni-lj.si\/lampa\/?page_id=4409"},"modified":"2023-07-31T12:58:04","modified_gmt":"2023-07-31T10:58:04","slug":"research","status":"publish","type":"page","link":"https:\/\/web.fs.uni-lj.si\/lampa\/en\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<style type=\"text\/css\">@media only screen and (min-width: 1000px) and (max-width: 5000px){body.kc-css-system .kc-css-2681727{width: 25%;}body.kc-css-system .kc-css-2375519{width: 25%;}body.kc-css-system .kc-css-614777{width: 25%;}body.kc-css-system .kc-css-1080531{width: 25%;}body.kc-css-system .kc-css-2576401{width: 25%;}body.kc-css-system .kc-css-361123{width: 25%;}body.kc-css-system .kc-css-2682945{width: 25%;}body.kc-css-system .kc-css-573377{width: 25%;}body.kc-css-system .kc-css-1964502{width: 25%;}body.kc-css-system .kc-css-1400867{width: 25%;}body.kc-css-system .kc-css-558707{width: 25%;}body.kc-css-system .kc-css-3228557{width: 25%;}body.kc-css-system .kc-css-1460181{width: 25%;}body.kc-css-system .kc-css-4080340{width: 25%;}body.kc-css-system .kc-css-3666615{width: 25%;}body.kc-css-system .kc-css-1567387{width: 25%;}body.kc-css-system .kc-css-3401542{width: 25%;}body.kc-css-system .kc-css-2941830{width: 25%;}body.kc-css-system .kc-css-1165760{width: 25%;}body.kc-css-system .kc-css-2831927{width: 25%;}}<\/style>\n<section class=\"kc-elm kc-css-3528371 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-3544040 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-1693073 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-1243712 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1435560 kc_text_block\">\n<h1>Production systems<\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-1352971 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-2681727 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1496128 kc_text_block\">\n<h4>Lean and agile<\/h4>\n<p>Value stream mapping, project management, concurrent engineering, agile management.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-2375519 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3095981 kc_text_block\">\n<h4>Modelling and simulation<\/h4>\n<div>Modelling, artificial intelligence, digital twins, multi-agent systems.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-614777 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2890712 kc_text_block\">\n<h4>Shared manufacturing<\/h4>\n<div>Cloud manufacturing, blockchain.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-1080531 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3066597 kc_text_block\">\n<h4>Industrial internet of things<\/h4>\n<p>Material flow management, machine-to-machine communication.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-1682437 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-1055114 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1225244 kc_text_block\">\n<h1>Robotics<\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-785107 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-2576401 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3507438 kc_text_block\">\n<h4>Mobile robotics<\/h4>\n<p>Fleet management, reinforcement learning.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-361123 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1688062 kc_text_block\">\n<h4>Collaborative robotics<\/h4>\n<p>Flexible teleoperation based on IMUs.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-2682945 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1200084 kc_text_block\">\n<h4>Medical applications<\/h4>\n<div>Adaptive robot control for laser therapies.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-573377 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3915813 kc_text_block\">\n<h4>Educational robotics<\/h4>\n<p>Robotic competitions and custom-made educational robots.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-2624996 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-1964502 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2344608 kc_shortcode kc_single_image\">\n<p>        <img decoding=\"async\" src=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2021\/09\/turtlebot1-scaled-e1632071872596.jpg\" class=\"\" alt=\"\" \/>    <\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-1400867 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3621423 kc_shortcode kc_single_image\">\n<p>        <img decoding=\"async\" src=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2021\/09\/imu2-scaled-e1632071914194.jpg\" class=\"\" alt=\"\" \/>    <\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-558707 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2658264 kc_shortcode kc_single_image\">\n<p>        <img decoding=\"async\" src=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2021\/09\/medical-e1632071962632.png\" class=\"\" alt=\"\" \/>    <\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-3228557 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2742069 kc_shortcode kc_single_image\">\n<p>        <img decoding=\"async\" src=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2021\/09\/educational1-e1632072009122.png\" class=\"\" alt=\"\" \/>    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-337387 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-650698 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3327352 kc_text_block\">\n<h1>Computer vision<\/h1>\n<div class=\"surfingkeys_cursor\" style=\"z-index: 2147483298; position: fixed; left: 224.217px; top: 27.4333px; height: 36px; width: 0px;\">\u00a0<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-3895459 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-1460181 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1930423 kc_text_block\">\n<h4>Quality control<\/h4>\n<p>Vision systems for 100% quality control.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-4080340 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2114774 kc_text_block\">\n<h4>Deep learning<\/h4>\n<div>Deep neural networks for anomaly detection.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-3666615 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2650712 kc_text_block\">\n<h4>3D scanning systems<\/h4>\n<div>Tailor-made 3D scanning systems for industrial and robotic applications.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-1567387 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3537504 kc_text_block\">\n<h4>Medical applications<\/h4>\n<p>Remote photopletizmography, medical 3D scanners.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-881396 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-583594 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1934104 kc_text_block\">\n<h1>Automation and AI<\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-3525492 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-3401542 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-1701762 kc_text_block\">\n<h4>Mechatronic systems<\/h4>\n<p>Tailor-made mechatronic systems.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-2941830 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2836484 kc_text_block\">\n<h4>Reinforcement learning<\/h4>\n<div>Reinforcement learning for process control.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-1165760 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-2618192 kc_text_block\">\n<h4>Automation<\/h4>\n<div>Adaptive control algorithms.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"kc-elm kc-css-2831927 kc_col-sm-3 kc_column kc_col-sm-3\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-3147998 kc_text_block\">\n<h4>Artificial intelligence<\/h4>\n<p>Remaining useful life prediction, product classification.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"kc-elm kc-css-3055819 kc_row\">\n<div class=\"kc-row-container  kc-container\">\n<div class=\"kc-wrap-columns\">\n<div class=\"kc-elm kc-css-1477282 kc_col-sm-12 kc_column kc_col-sm-12\">\n<div class=\"kc-col-container\">\n<div class=\"kc-elm kc-css-883951\" style=\"height: 54px; clear: both; width:100%;\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Production systems Lean and agile Value stream mapping, project management, concurrent engineering, agile management. Modelling and simulation Modelling, artificial intelligence, digital twins, multi-agent systems. Shared manufacturing Cloud manufacturing, blockchain. Industrial internet of things Material flow management, machine-to-machine communication. Robotics Mobile robotics Fleet management, reinforcement learning. Collaborative robotics Flexible teleoperation based on IMUs. Medical applications Adaptive [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[465],"class_list":["post-4409","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages\/4409","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/comments?post=4409"}],"version-history":[{"count":5,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages\/4409\/revisions"}],"predecessor-version":[{"id":5065,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages\/4409\/revisions\/5065"}],"wp:attachment":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/media?parent=4409"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/folder?post=4409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}