Solution
Together with PPO, Hellebrekers developed a customized system based on hyperspectral imaging and machine learning. During the testing phase, PPO’s standard model did not perform optimally when identifying certain colored packaging liners. In response, a new detection model was developed.
The project involved:
• On-site data collection at Plukon in Ommel;
• Redesign of the mechanical system by De Weus in compliance with CE standards;
• Replacement of Allen-Bradley PLCs with Siemens controls by Hellebrekers;
• Complete engineering, cabling, and installation;
• Delivery of virtually the entire line, including the PPO vision machine and X-ray system;
• Commissioning scheduled for early 2025.