Industrial Bin Picking (IBP) is a central automation object in factory automation plants. It seeks to replace monotonous and non-ergonomic human work by robot ...
This paper aims towards designing a template for IBP applications that allows the engineer to identify and apply load poses that are robust to previously ...
Industrial Bin Picking (IBP) is a central object in factory automation systems. Engineering of IBP applications is still a manual task, since its strongly ...
This paper aims towards designing a template for IBP applications that allows the engineer to identify and apply load poses that are robust to previously ...
Formed Workpieces in Industrial Bin Picking - ResearchGate
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In this research, we tackle the problem of picking an object from randomly stacked pile. Since complex physical phenomena of contact among objects and fingers ...
This paper proposes a deep reinforcement learning approach to separate entangled workpieces and to minimize the setup effort.
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To automate this task, software has been developed at Fraunhofer IPA which is capable of locating workpieces in a bin, thus enabling a robot to pick them up.