Optimization of the flow in a robotized food production chain.
System regrouping machine vision, optimization and robot control to optimizing the flow of items on a conveyor belt.
Robot arm with vision system
-
Image acquisition of 3 food/ingredients container.
-
Processing of ingredients level (in pixels) within the 3 containers.
-
Data communication server (socket) to exchange data between processes
-
Optimization of the robot positioning depending (not only) of containers level and ingredients flow
-
Timing of the command to be sent to the robot, provided by the optimization algorithm
-
Data reception for vision and Serving to Robot control
-
Robot control depending of the optimization commands
-
Data reception process
System architecture
- Ashhadul Islam (Ph.D Student)
- Brenno Castrillon Menezes (Assistant Professor)
- Maxime Clement (Software Engineer)
- Mohammad Yaqot (Ph.D Student)
- Robert Eduard Franzoi Junior (PostDoc)
- Shaymaa Fawzi M. Khalifa (Software Engineer)
- OpenCV
- IMPL
- ZeroMQ
- FCN model
- Python