Collaborative Robotics-Machine Learning by Imitation

Flexible Automation for SMEs Through Intelligent and Collaborative Robotic Assistants

JournalIndustrie 4.0 Management
Issue Volume 35, 2019, Edition 3, Pages 43-46
Open Accesshttps://doi.org/10.30844/I40M_19-3_S46-46
Bibliography Share Cite Download

Abstract

The trend towards customer-specific mass production poses great challenges for the classic production methods of small and medium-sized companies. The combination of flexible robotic solutions and artificial intelligence approaches is promising to enable production efficiency and fast adaptability in modern production systems. This paper presents such a solution in the form of a realized demonstrator setup composed of a collaborative robot assistant. The robotic system independently interprets the activities of a human employee and supports the employee in his or her activities by imitation.

Keywords


Bibliography

[1] Zanchettin, A. M. u. a.: Collaborative Robots in the Work-Place. In: IEEE Robotics & Mutomation Magazine 25 (2), S. 16-17 (2018).
[2] Spena, P. R. u. a.: Requirements for the Design of Flexible and Changeable Manufacturing. In: Procedia CIRP 42, S. 207-212 (2016).
[3] Haddadin, S.; Croft, E.: Physical Human–Robot Interaction. In: Handbook of Robotics. Berlin, Heidelberg (2016).
[4] Villani, V. u. a.: Survey on Human–Robot Collaboration in Industrial Settings: Safety, Intuitive Interfaces and Applications In: Mechatronics 55, S. 248-266 (2018).
[5] Ajoudani, A. u. a.: Progress and Prospects of the Human-Robot Collaboration. In: Autonomous Robots 42 (5), S. 957-975 (2018).
[6] Zanchettin, A. M. u. a.: Safety in Human-Robot Collaborative Manufacturing Environments: Metrics and Control. In: IEEE Transactions on Automation Science and Engineering 13 (2), S. 882-

893 (2016).
[7] Pereira, A.; Althoff, M.: Overapproximative Human Arm Occupancy Prediction for Collision Avoidance. In: IEEE Transactions on Automation Science and Engineering 15 (2), S. 818-831 (2018).
[8] Billard, A. G.; Calinon; S.; Dillmann, R.: Learning from Humans. In: Handbook of Robotics. Berlin, Heidelberg (2016).
[9] Giusti, A. j u. a.: Flexible Automation Driven by Demonstration: Leveraging Strategies That Simplify Robotics. In: IEEE Robotics Automation Magazine 25 (29), S. 18-27 (2018).
[10] ISO/TS-15066: Robots and Robotic Devices: Collaborative Robots, International Organization

for Standardization. Genf (2016).

Your downloads