Farmers Review Africa Nov-Dec 2018 Farmers Review November-December 2018-6 | Page 22

FEATURE ©PETKUS GROUP the standard compared to common cleaning technologies”, says Vieth. “But that doesn’t implicate that the development is at its end.” That is the reason why in the PETKUS Group, a dedicated team is continuously evaluating optical components to scrutinise their own technologies, whether they are the benchmark or how they can be further improved. “We are in permanent exchange and partnership with scientific institutes in order to future-proof our optical sorter portfolio”, says Vieth. The market is constantly screened for advanced components, and cameras are tested in the ROEBER optical laboratory in Karlsruhe (Germany) that is not only associated but also locally in close touch with nearby research and development partners. The Karlsruhe office successfully applied for the “Karlsruher Business Innovation Program”. Within this “Innovation Program”, the office for economic development of the city 20 |November - December 2018 of Karlsruhe cooperates with the European Organization for Sustainable Development GmbH (EOSD). High resolution cameras and long- life LEDs alone are no assurance for good sorting performance. The synchronisation of the optical system, the hardware-software package as well as the design of the optical boxes and the ejection play an essential role when it comes to clear recognition of defects. On the hardware side, it means that the sensitivity of the cameras and the power of the illumination have to be sufficient. Regarding software, the deep or machine learning offers new possibilities, and there is a steady development noticeable. Big data analysis is especially for optical sorters a great chance for improved software programs. Automatic teach-in programs help operators to adjust the machine more easily to different sorting tasks. The easier it looks for the operator, the more complicated it is in the background and the more knowledge is needed with regard to the evaluation and validation of algorithms. “When I compare our first TeachNSort software package with the actual TeachNSort Smart+, there was a lot of work done and improvements for the benefit of our clients and the sorting accuracy”, says Vieth. Camera resolution is widely discussed and is considered to give information about sorting accuracy. “That is true to a certain degree”, says Vieth. “But without appropriate object splitting algorithms, a single seed analysis during high capacity operation is weak, just to give an example.” Knowing about the details and the pitfalls of optical sorting systems, Vieth is sure about the PETKUS/ROEBER optical sorter series “OS”, that the package is the most sophisticated and complete. Optical sorting systems Another key component is the illumination. The wavelength, the