Intelligent Cutting 2.0: Rebuilding the Poultry Deboning Robot20 January 2014
Researchers at the Georgia Tech Research Institute (GTRI) recently completed the first year of a three-year project to rebuild their Intelligent Cutting and Deboning System, with the goal of making it into a bionic poultry deboner that can rival the cutting skills of the most experienced human.
The system uses machine vision and robotics to sever the tendons and joints on bird front-halves in preparation for the removal of the wings and breast meat, also known as a butterfly cut. The objective is to make cuts that maximise yield while eliminating bone chips in the cut meat.
Because it combines advanced robotics, image processing, and statistical modeling in one device, the system can think and react to its environment just like a human — only it can do it better and faster. This makes it unique compared to other fixed automation systems.
"The ongoing challenge with automating the deboning task has been creating a system that can handle the natural variability of poultry products. What makes our system groundbreaking is its flexibility and ability to customize cutting motions regardless of the bird’s size," explained Dr Ai-Ping Hu, GTRI senior research engineer and project director.
The so-called 'Intelligent Cutting 2.0 System' has substantial hardware and software enhancements compared to its predecessor.
The most significant advancement is its move to a six-degree-of-freedom knife robot. Unlike the previous two-degree-of-freedom system, six degrees better approximate a human’s wrist and hand. This increased dexterity allows researchers to experiment with a wider range of cutting motions and geometries to arrive at optimal cuts.
Next, advanced image processing algorithms are an order of magnitude better than previous methods. According to Dr Hu, the system is now achieving millimetre-level accuracy in predicting the bird’s internal structure. This increased robustness allows the robot to define correlations between the bird’s external features and its internal joint structure — essential to making a clean cut, i.e. not cutting into bone.
Lastly, a new graphical user interface, or software wizard, streamlines the various processes of a bird cut, while data analysis of cutting motions made by human deboners helps to determine the optimum knife paths needed to make precision cuts.
Interestingly, analysis of motion capture data has shown areas of the bird that the human is not as efficient at cutting as a robot.
Dr Hu said this last finding is particularly exciting to researchers as it is an indication that the robot will indeed maximise the amount of meat removed from the carcass, thus increasing yield. Yield amounts mean a lot to the poultry industry — quite simply, higher yield equals higher profits.
"Because a robot’s motion is agile, faster and more precise, there are certain portions of the front-half cut that a robot can perform that can possibly result in a half to one percentage point more yield per bird," said Dr Hu.
Additional tests and refinements to the system are underway, and the team is pursuing industry partnerships that can help push near-term commercialization.
"Our hope in the remaining two years of the project is to build a prototype machine that more resembles plant-ready equipment. We are also considering how existing commercial deboning equipment can be retrofitted with our technology," added Dr Hu.