<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Work Space | Zilin Chen's Homepage</title><link>https://zilin-chen-22.github.io/zilinchen.github.io/tag/work-space/</link><atom:link href="https://zilin-chen-22.github.io/zilinchen.github.io/tag/work-space/index.xml" rel="self" type="application/rss+xml"/><description>Work Space</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Tue, 12 Mar 2024 00:00:00 +0000</lastBuildDate><image><url>https://zilin-chen-22.github.io/zilinchen.github.io/media/icon_hu7729264130191091259.png</url><title>Work Space</title><link>https://zilin-chen-22.github.io/zilinchen.github.io/tag/work-space/</link></image><item><title>Research on Dual-arm Collaborative Robot Working Space</title><link>https://zilin-chen-22.github.io/zilinchen.github.io/blog/dual-arm_collaborative_robot/</link><pubDate>Tue, 12 Mar 2024 00:00:00 +0000</pubDate><guid>https://zilin-chen-22.github.io/zilinchen.github.io/blog/dual-arm_collaborative_robot/</guid><description>&lt;p>From Febuary till December, 2024, I joint a team of four to work on a dual-arm collaborative robot system.&lt;/p>
&lt;p>Under assistant professor Ze Wang&amp;rsquo;s guidance, I mainly focus on finding the work space of the robot.&lt;/p>
&lt;h2 id="research-overview">Research Overview&lt;/h2>
&lt;p>&lt;em>Advisor: Ze Wang, Professor and Assistant Dean at School of Mechanical Engineering, Tsinghua University&lt;/em>&lt;/p>
&lt;p>The main focus of this study is to use dual-arm collaborative robot system to enhance the stiffness while working. Most dual-arm system do not have a rigid connection between the two arms. We are developing a system which have a rigid connection, which is the main innovation.&lt;/p>
&lt;p>We designed three different configuration for the dual-arm system, as shown below:
&lt;figure >
&lt;div class="flex justify-center ">
&lt;div class="w-100" >&lt;img alt="Different Configurations" srcset="
/zilinchen.github.io/blog/dual-arm_collaborative_robot/collaborative_robot_config_hu8704123345176170243.webp 400w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/collaborative_robot_config_hu13023425252861754865.webp 760w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/collaborative_robot_config_hu10149623411190354149.webp 1200w"
src="https://zilin-chen-22.github.io/zilinchen.github.io/zilinchen.github.io/blog/dual-arm_collaborative_robot/collaborative_robot_config_hu8704123345176170243.webp"
width="760"
height="294"
loading="lazy" data-zoomable />&lt;/div>
&lt;/div>&lt;/figure>
&lt;/p>
&lt;ul>
&lt;li>
&lt;p>&lt;strong>Motion Trajectory Planning Research&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>Summarized current research progress on motion trajectory planning of two-arm collaborative robots.&lt;/li>
&lt;li>Identified key areas for improvement and proposed innovative solutions.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>
&lt;p>&lt;strong>End Effector Stability Enhancement&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>Improved the stability on the end effector of a two-arm collaborative robot.&lt;/li>
&lt;li>Implemented techniques to ensure precise and consistent performance.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>
&lt;p>&lt;strong>Workspace and Collision Analysis&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>Analyzed the workspace and constraints of the robot.&lt;/li>
&lt;li>Developed strategies to prevent collisions between the two arms of the collaborative robot.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>
&lt;p>&lt;strong>Robot Configuration Design Collaboration&lt;/strong>&lt;/p>
&lt;ul>
&lt;li>Collaborated with a team of four to design different robot configurations.&lt;/li>
&lt;li>Focused on improving stiffness and overall structural integrity of the robots.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;/ul>
&lt;h2 id="my-contribution">My Contribution&lt;/h2>
&lt;p>I mainly focus on the working space of this system. Unlike most dual-arm robot system, ours need to consider the problem of two robotic arms interfering with each other.&lt;/p>
&lt;p>Using MATLAB to do simulating work, I developed a programme using Monte Carlo method to find the available workspace.&lt;/p>
&lt;p>One example is shown below:
&lt;figure >
&lt;div class="flex justify-center ">
&lt;div class="w-100" >&lt;img alt="Example Picture" srcset="
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6_hu13085531709718863408.webp 400w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6_hu18287824352815372532.webp 760w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6_hu9485363187183291949.webp 1200w"
src="https://zilin-chen-22.github.io/zilinchen.github.io/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6_hu13085531709718863408.webp"
width="760"
height="582"
loading="lazy" data-zoomable />&lt;/div>
&lt;/div>&lt;/figure>
The red dots is the available dots, where the robot can reach under the strict rigid connection.&lt;/p>
&lt;p>We can see the slice on the plate of z = 0.2:
&lt;figure >
&lt;div class="flex justify-center ">
&lt;div class="w-100" >&lt;img alt="Example Picture" srcset="
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood1-0.3-0.2slice_hu5697874097612082875.webp 400w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood1-0.3-0.2slice_hu9076667755032070114.webp 760w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood1-0.3-0.2slice_hu6661022154321461746.webp 1200w"
src="https://zilin-chen-22.github.io/zilinchen.github.io/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood1-0.3-0.2slice_hu5697874097612082875.webp"
width="760"
height="582"
loading="lazy" data-zoomable />&lt;/div>
&lt;/div>&lt;/figure>
Below is what is looked like on this plate:
&lt;figure >
&lt;div class="flex justify-center ">
&lt;div class="w-100" >&lt;img alt="Example Picture" srcset="
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6-0.2section_hu1748616455973382965.webp 400w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6-0.2section_hu1376079867616233151.webp 760w,
/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6-0.2section_hu1764330208090635719.webp 1200w"
src="https://zilin-chen-22.github.io/zilinchen.github.io/zilinchen.github.io/blog/dual-arm_collaborative_robot/mood2-0.6-0.2section_hu1748616455973382965.webp"
width="760"
height="582"
loading="lazy" data-zoomable />&lt;/div>
&lt;/div>&lt;/figure>
&lt;/p>
&lt;p>&lt;a href="https://cloud.tsinghua.edu.cn/d/ea81f9defecc4959af53/" target="_blank" rel="noopener">Click here&lt;/a> to find the original code&lt;/p></description></item></channel></rss>