Clear path to automation: KUKA brings first intelligent bin picking system to market
KUKA.SmartBinPicking software and associated components equip KUKA robots to bin-pick specific parts. For the first time, this automation solution is available as a vision toolkit package, which makes it easier to integrate into production.
Easy pickings with the bin picking application
It's easy for a human to reach into a bin and pick up a screw without hitting an arm on the bin edge. A robot needs precise motion planning to reach into the bin at the correct angle and grip the right part. With proper preparation, the robot can relieve humans of tedious, monotonous bin-picking work – and do so reliably, quickly and without tiring. For precise calculation of these picking parameters, KUKA partnered with vision expert Roboception to develop a technology package that's easy to integrate into the production process with no major programming effort.
Sophisticated path planning for collision-free bin picking
Roboception’s 3D camera – included in the technology package – sends images of items for picking and their environment to a computer for perfect, singularity-free path planning. The KUKA.SmartBinPicking software calculates the most efficient collision-free path for the robot arm to reach the desired item, taking the robot structure and the gripper into consideration. This collision-free path planning reduces downtime to a minimum. When detecting objects – whether sorted or unsorted – the software also prioritizes parts that the robot should grip first, perhaps because they are on top.
AI-based learning process optimizes the CAD model
Object recognition is trained in advance in a photorealistic simulation environment that uses a CAD model optimized for color reactions, materials and lighting conditions. AI optimizes recognition of any object for identification even in difficult scenarios. “Each object to be picked from a bin is trained over a specific time period in our AI-supported simulation environment. This training process can run overnight so the application is ready for use the very next day,” said Michael Hohenäcker, Portfolio Manager for Handling and Vision at KUKA.