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A Dual-Arm Robot for Collaborative Vision-Based Object Classification

Ali Zahavi, Shahriar Najafi Haeri, Dhanushka Chamara Liyanage, Mart Tamre

发表年份
2020
引用次数
11

摘要

Collaborative robots are an evolution of industrial robotics to enhance the safety of human operators to work side-by-side carrying out complex tasks which could not be done before. Adding vision to such a robot can make it smart in terms of detecting right workpieces while performing its tasks. This paper focuses on ABB YuMi <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">©</sup> collaborative robot improvement with an external machine vision system to sort objects using both manipulators independently. Use of two arms to perform two pick and place tasks while using a single overhead camera system is presented in the paper. The work involves ABB RobotStudio for robot programming and National Instrument's LabVIEW for machine vision. Identifying different objects re-orienting them and organizing for pick and place, chosen as the example to demonstrate external machine vision integration with ABB dual-arm Yumi <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">©</sup> robot.

关键词

RobotArtificial intelligenceOverhead (engineering)Dual (grammatical number)RoboticsComputer sciencesortObject (grammar)Machine visionSMT placement equipment

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