{"id":273,"date":"2023-02-06T19:30:11","date_gmt":"2023-02-07T00:30:11","guid":{"rendered":"https:\/\/academic.csuohio.edu\/richter-hanz\/?page_id=273"},"modified":"2023-02-06T19:30:11","modified_gmt":"2023-02-07T00:30:11","slug":"control-and-optimization-of-robots-with-energy-regeneration","status":"publish","type":"page","link":"https:\/\/academic.csuohio.edu\/richter-hanz\/control-and-optimization-of-robots-with-energy-regeneration\/","title":{"rendered":"Control and Optimization of Robots with Energy Regeneration"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"219\" src=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/energy-1024x219.png\" alt=\"\" class=\"wp-image-311\" srcset=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/energy-1024x219.png 1024w, https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/energy-300x64.png 300w, https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/energy-768x164.png 768w, https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/energy-1536x328.png 1536w, https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/energy.png 1798w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"has-text-align-center wp-block-heading\">Modeling and Optimal Control of Robotic Systems with Energy Regeneration<\/h3>\n\n\n\n<h3 class=\"has-text-align-center has-black-color has-text-color wp-block-heading\" style=\"font-style:normal;font-weight:400\">Results from NSF Grant SDC <a href=\"https:\/\/www.nsf.gov\/awardsearch\/showAward?AWD_ID=1536035\" target=\"_blank\" rel=\"noopener\">1536035 <\/a> (2014-2019)<\/h3>\n\n\n<figure class=\"wp-block-table is-style-regular\">\n<table class=\"has-black-color has-text-color\" style=\"height: 5794px\" width=\"1347\">\n<thead>\n<tr>\n<th>Synopsis<\/th>\n<th>Papers<\/th>\n<th>Code<\/th>\n<th>Media<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\n<ul>\n<li><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/Intro.pdf\">Introduction<\/a><\/li>\n<li><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/Modeling1.pdf\">Modeling 1<\/a><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul>\n<li>Hanz Richter.<a href=\"https:\/\/doi.org\/10.1115\/1.4030391\" target=\"_blank\" rel=\"noopener\"> A Framework for Control of Robots With Energy Regeneration  <\/a>. <i>ASME Journal of Dynamic Systems, Measurements and Control<\/i>, DS-14-1090, 2015. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<li style=\"text-align: left\">Poya Khalaf.<a href=\"https:\/\/engagedscholarship.csuohio.edu\/etdarchive\/1125\/\" target=\"_blank\" rel=\"noopener\"> Design, Control, and Optimization of Robots with Advanced Energy Regenerative Drive Systems <\/a>. PhD thesis, Cleveland State University, 2019.<\/li>\n<li style=\"text-align: left\">Hanz Richter, Xin Hui, Antonie van den Bogert and Dan Simon.<a href=\"https:\/\/ieeexplore.ieee.org\/document\/7587867\" target=\"_blank\" rel=\"noopener\"> Semiactive virtual control of a hydraulic prosthetic knee  <\/a>. <i>IEEE Conference on Control Technology and Applications<\/i>, Buenos Aires, 2016.<\/li>\n<\/ul>\n<\/td>\n<td>\n<ul>\n<li style=\"list-style-type: none\">\n<ul><!-- Paper 1 --><\/ul>\n<\/li>\n<\/ul>\n<\/td>\n<td><!-- Nothing --><\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\"><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/Modeling2.pdf\">Modeling 2<\/a><br><i class=\"fa fa-file\" aria-hidden=\"true\"><\/i><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul><!-- Paper 1 --><\/ul>\n<ul>\n<li>Hanz Richter.<a href=\"https:\/\/doi.org\/10.3182\/20140824-6-ZA-1003.00332\" target=\"_blank\" rel=\"noopener\"> Semiactive Virtual Control Method for Robots with Regenerative Energy-Storing Joints  <\/a>. <i>Proc. IFAC World Congress, Cape Town<\/i>, 47 (3), 2014.<\/li>\n<li>Hanz Richter and Dhipak Selvaraj <a href=\"https:\/\/engagedscholarship.csuohio.edu\/etdarchive\/1125\/\" target=\"_blank\" rel=\"noopener\">Impedance control with energy regeneration in advanced exercise machines <\/a>. Proc. American Control Conference, 2015. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<\/ul>\n<\/td>\n<td><!-- Nothing --><\/td>\n<td><!-- Nothing --><\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\"><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/SVC.pdf\">Semiactive Virtual Control<\/a><br><i class=\"fa fa-file\" aria-hidden=\"true\"><\/i><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul>\n<li style=\"list-style-type: none\">\n<ul><!-- Paper 1 --><\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li>Hanz Richter.<a href=\"https:\/\/doi.org\/10.3182\/20140824-6-ZA-1003.00332\" target=\"_blank\" rel=\"noopener\"> Semiactive Virtual Control Method for Robots with Regenerative Energy-Storing Joints  <\/a>. <i>Proc. IFAC World Congress, Cape Town<\/i>, 47 (3), 2014. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<\/ul>\n<\/td>\n<td><a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2414589_csuohio_edu\/EfujuTnqaCZHqv83RpvXR5oB9x4Ko_uGxZI14ZoaRn3fvg?e=R2UHoQ\">Download Code <\/a><\/td>\n<td>&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\"><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/Parametric.pdf\">Parametric Optimization<\/a><i class=\"fa fa-file\" aria-hidden=\"true\"><\/i><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul><!-- Paper 1 --><\/ul>\n<ul>\n<li>Poya Khalaf.<a href=\"https:\/\/engagedscholarship.csuohio.edu\/etdarchive\/1125\/\" target=\"_blank\" rel=\"noopener\"> Design, Control, and Optimization of Robots with Advanced Energy Regenerative Drive Systems <\/a>. PhD thesis, Cleveland State University, 2019.<\/li>\n<li>Poya Khalaf and Hanz Richter.<a href=\"https:\/\/doi.org\/10.1109\/AIM.2016.7576970\" target=\"_blank\" rel=\"noopener\"> Parametric optimization of stored energy in robots with regenerative drive systems <\/a>. <i>Proc. ASME\/IEEE Intl. Symposium on Advanced Intelligent Mechatronics, Banff, Alberta<\/i>, 2016.<\/li>\n<li>Poya Khalaf and Hanz Richter.<a href=\"https:\/\/doi.org\/10.1115\/1.4030391\" target=\"_blank\" rel=\"noopener\"> On global, closed-form solutions to parametric optimization problems for robots with energy regeneration  <\/a>. <i>ASME Journal of Dynamic Systems, Measurements and Control<\/i>, DS-16-1436, 2018. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<\/ul>\n<\/td>\n<td><a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2414589_csuohio_edu\/EfujuTnqaCZHqv83RpvXR5oB9x4Ko_uGxZI14ZoaRn3fvg?e=R2UHoQ\">Download Code <\/a><\/td>\n<td>&nbsp;<\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\"><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/Trajectory.pdf\">Trajectory Optimization<\/a><br><i class=\"fa fa-file\" aria-hidden=\"true\"><\/i><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul><!-- Paper 1 --><\/ul>\n<ul>\n<li>Poya Khalaf.<a href=\"https:\/\/engagedscholarship.csuohio.edu\/etdarchive\/1125\/\" target=\"_blank\" rel=\"noopener\"> Design, Control, and Optimization of Robots with Advanced Energy Regenerative Drive Systems <\/a>. PhD thesis, Cleveland State University, 2019.<\/li>\n<li>Poya Khalaf and Hanz Richter.<a href=\"https:\/\/doi.org\/10.1109\/TRO.2019.2923920\" target=\"_blank\" rel=\"noopener\"> Trajectory Optimization of Robots With Regenerative Drive Systems: Numerical and Experimental Results  <\/a>. <i>IEEE Transactions on Robotics <\/i>, 2019. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<\/ul>\n<\/td>\n<td><a href=\"https:\/\/github.com\/csurowing\/regenrobotics\/blob\/master\/DCoptPuma\">Download Code <\/a><\/td>\n<td>\n<ul>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=z7B2AlWAXis\" target=\"_blank\" rel=\"noopener\"> Case 1 <i class=\"fa fa-youtube fa-2x\" aria-hidden=\"true\"><\/i> <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=DmRABfKjJDg\" target=\"_blank\" rel=\"noopener\"> Case 2 <i class=\"fa fa-youtube fa-2x\" aria-hidden=\"true\"><\/i> <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=-wqAdJ92OIY\" target=\"_blank\" rel=\"noopener\"> Case 3 <i class=\"fa fa-youtube fa-2x\" aria-hidden=\"true\"><\/i> <\/a><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\"><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/BLDC1.pdf\">SVC and Brushless DC Machines<\/a><br><i class=\"fa fa-file\" aria-hidden=\"true\"><\/i><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul><!-- Paper 1 --><\/ul>\n<ul>\n<li>Amin Ghorbanpour and Hanz Richter.<a href=\"https:\/\/doi.org\/10.1115\/DSCC2018-8972\" target=\"_blank\" rel=\"noopener\"> Control With Optimal Energy Regeneration in Robot Manipulators Driven by Brushless DC Motors  <\/a>. Proc. ASME Dynamic Systems and Control Conference, Atlanta, GA 2018.<\/li>\n<li><a>Amin Ghorbanpour and Hanz Richter, A Novel Concept for Energy-Optimal, Independent-Phase Control of Brushless Motor Drivers, <i> ASME Letters on Dynamic Systems and Control <\/i>, 2 (2) 021004, Paper No: ALDSC-21-1020, 2021<\/a><\/li>\n<li>Amin Ghorbanpour and Hanz Richter.<a href=\"https:\/\/asmedigitalcollection.asme.org\/DSCC\/proceedings-abstract\/DSCC2020\/84270\/V001T05A006\/1096435\" target=\"_blank\" rel=\"noopener\"> Energy-Optimal, Direct-Phase Control of Brushless Motors for Robotic Drives  <\/a>. Proc. ASME Dynamic Systems and Control Conference, (virtual) 2020. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<\/ul>\n<\/td>\n<td><a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2414589_csuohio_edu\/EXz-DQ2F1xBBgdED9MwRAkABcHe-tcTck9wN39WXY3wbwg?e=gs7a5x\">Download Code for DSCC18 paper <\/a><\/td>\n<td><!-- Nothing --><\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\">Optimal Control and Design for Gait Fidelity and Energy Regeneration in Powered Prostheses <a>(synopsis upcoming) <\/a><\/li>\n<\/ul>\n<\/td>\n<td>\n<ul><!-- Paper 0 --><\/ul>\n<ul>\n<li>Holly Warner, Poya Khalaf, Hanz Richter, Dan Simon, Elizabeth Hardin and Antonie van den Bogert, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1350453321001442\" target=\"_blank\" rel=\"noopener\"> Early evaluation of a powered transfemoral prosthesis with force-modulated impedance control and energy regeneration <\/a>. <i>Medical Engineering &amp; Physics <\/i>, 100, 103744, 2021.<\/li>\n<li>Holly Warner.<a href=\"https:\/\/etd.ohiolink.edu\/pg_10?0::NO:10:P10_ACCESSION_NUM:csu1439422794\" target=\"_blank\" rel=\"noopener\"> Optimal Design and Control of a Lower-Limb Prosthesis with Energy Regeneration <\/a>. MSc thesis, Cleveland State University, 2015.<\/li>\n<li>Holly Warner, Dan Simon and Hanz Richter.<a href=\"https:\/\/doi.org\/10.1109\/AIM.2016.7576971\" target=\"_blank\" rel=\"noopener\"> Design optimization and control of a crank-slider actuator for a lower-limb prosthesis with energy regeneration  <\/a>. <i>Proc. ASME\/IEEE Intl. Symposium on Advanced Intelligent Mechatronics, Banff, Alberta<\/i>, 2016.<\/li>\n<li>Gholamreza Khademi, Hanieh Mohammadi, Hanz Richter and Dan Simon <a href=\"https:\/\/doi.org\/10.1109\/TBME.2017.2725740\" target=\"_blank\" rel=\"noopener\">Optimal Mixed Tracking\/Impedance Control With Application to Transfemoral Prostheses With Energy Regeneration  <\/a>. <i>IEEE Transactions on Biomedical Engineering <\/i>, 65 (4) 2018.<\/li>\n<li>Poya Khalaf, Holly Warner, Elizabeth Hardin, Hanz Richter and Dan Simon.<a href=\"https:\/\/doi.org\/10.1115\/DSCC2018-9091\" target=\"_blank\" rel=\"noopener\"> Development and experimental validation of an energy regenerative prosthetic knee controller and prototype  <\/a>. Proc. ASME Dynamic Systems and Control Conference, Tyson Corners, VA, 2016. <i><i class=\"fa fa-file fa-1x\" aria-hidden=\"true\"><\/i><\/i><\/li>\n<\/ul>\n<\/td>\n<td><a href=\"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-content\/uploads\/sites\/61\/2023\/02\/CrankSliderActuator.zip\">CrankSliderActuator<\/a><\/td>\n<td>\n<ul>\n<li><a href=\"https:\/\/youtu.be\/HlW9ZHiOjwA\" target=\"_blank\" rel=\"noopener\"> VA amputee test <br><i class=\"fa fa-youtube fa-2x\" aria-hidden=\"true\"><\/i> <\/a><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<ul>\n<li style=\"text-align: left\">Energy-aware cooperative manipulation (synopsis upcoming)<\/li>\n<\/ul>\n<\/td>\n<td>\n<ul>\n<li style=\"list-style-type: none\">\n<ul><!-- Paper 1 --><\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li>Amin Ghorbanpour and Hanz Richter.<a href=\"https:\/\/doi.org\/10.1115\/1.4055391\" target=\"_blank\" rel=\"noopener\">Energy-Optimal Impedance Control of Cooperative Robot Manipulators  <\/a>. <i>ASME Journal of Dynamic Systems and Control<\/i>, 144(12): 121002, 2022.<\/li>\n<\/ul>\n<\/td>\n<td><!-- Nothing --><\/td>\n<td><!-- Nothing --><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>","protected":false},"excerpt":{"rendered":"<p>Modeling and Optimal Control of Robotic Systems with Energy Regeneration Results from NSF Grant SDC 1536035 (2014-2019) Synopsis Papers Code Media Introduction Modeling 1 Hanz Richter. A Framework for Control of Robots With Energy Regeneration . ASME Journal of Dynamic Systems, Measurements and Control, DS-14-1090, 2015. Poya Khalaf. Design, Control, and Optimization of Robots with&mldr;<\/p>\n","protected":false},"author":31,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"class_list":["post-273","page","type-page","status-publish","hentry"],"featured_image_src":null,"_links":{"self":[{"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/pages\/273","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/users\/31"}],"replies":[{"embeddable":true,"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/comments?post=273"}],"version-history":[{"count":36,"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/pages\/273\/revisions"}],"predecessor-version":[{"id":334,"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/pages\/273\/revisions\/334"}],"wp:attachment":[{"href":"https:\/\/academic.csuohio.edu\/richter-hanz\/wp-json\/wp\/v2\/media?parent=273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}