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Completed Robotics And Lab Automation Project

Automating PCR with the UFACTORY xArm 6 Lite

A UT Austin ECLAIR club group project exploring robotic PCR preparation through computer vision, a custom pipette gripper, Arduino-controlled actuation, and ROS/Python xArm control.

Poster titled Automating PCR with the UFACTORY xArm 6 Lite

Presented as a 2025 Research Week poster and archived through Texas ScholarWorks.

Date

2025

Department

Computer Science

Keywords

Robotics, computer science, PCR

Collection

Research Week

Project Summary

Polymerase Chain Reaction (PCR) is a fundamental technique in molecular biology, extensively employed in genetic analysis, disease diagnostics, and forensic science. Despite its critical role, the preparation of PCR reactions remains a labor-intensive process that relies on precise pipetting of reagents, a task susceptible to human error and variability. Manual pipetting can lead to inconsistencies in sample preparation, impacting the accuracy and reproducibility of experimental results. To address these challenges, computer automation has gained significant attention, aiming to improve efficiency, precision, and scalability in laboratory workflows. This work presents an innovative robotic system designed to automate the pipetting process for PCR preparation using the xArm 6 Lite robotic arm. Our approach combines computer vision for precise object localization and volume verification, a custom 3D-printed gripper for micropipette manipulation, and motorized actuation controlled by an Arduino-based system. By leveraging the Robot Operating System (ROS) and Python, along with deep learning-based image analysis techniques, we enhance the precision and repeatability of the PCR process.

Vision

Localized beakers and workspace elements for robotic interaction.

End Effector

Custom 3D-printed gripper designed around micropipette handling.

Actuation

Arduino-controlled motorized pipette operation for liquid transfer.

Robot Control

ROS/Python workflow coordinating the UFACTORY xArm 6 Lite.

Archive Details

Date
2025
Keywords
Robotics, computer science, PCR
Collections
Research Week