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Benchmarking Protocols for Evaluating Small Parts Robotic Assembly Systems

Kenneth Kimble, Karl Van Wyk, Joe Falco, Elena R. Messina, Yu Sun, Mizuho Shibata, Wataru Uemura, Yasuyoshi Yokokohji

2020IEEE Robotics and Automation Letters83 citationsDOIOpen Access PDF

Abstract

This paper presents a set of performance metrics, test methods, and associated artifacts to help progress the development and deployment of robotic assembly systems. The designs for three task board artifacts that replicate small part insertion and fastening operations such as threading, snap fitting, and meshing with standard screws, nuts, washers, gears, electrical connectors, belt drives, and wiring are presented. To support the evaluation of robotic assembly and disassembly operations, benchmarking protocols and performance metrics are presented that leverage these task boards. Finally, robot competitions are discussed as use cases for these task boards.

Topics & Concepts

BenchmarkingLeverage (statistics)Task (project management)Software deploymentComputer scienceEmbedded systemRobotEngineeringSystems engineeringArtificial intelligenceSoftware engineeringBusinessMarketingRobot Manipulation and LearningManufacturing Process and OptimizationAdvanced Manufacturing and Logistics Optimization
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