JOURNAL ARTICLE

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

Abstract

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 © 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 © robot.

Keywords:
Robot Artificial intelligence Overhead (engineering) Dual (grammatical number) Robotics Computer science sort Object (grammar) Machine vision SMT placement equipment Robotic arm Computer vision Human–computer interaction Information retrieval Programming language

Metrics

10
Cited By
0.73
FWCI (Field Weighted Citation Impact)
8
Refs
0.78
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Manufacturing Process and Optimization
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Industrial Vision Systems and Defect Detection
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Robot Manipulation and Learning
Physical Sciences →  Engineering →  Control and Systems Engineering

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