Unveiling TDA: the next frontier in optical sorting technology

This new approach elevates sorting precision, enhances efficiency, and opens doors to previously unattainable levels of optimization. Read on to discover how TDA is redefining sorting processes and how it can benefit your business.

 

The TDA revolution: what sets it apart?

The old way: traditionally, optical sorters relied on analyzing up to 3 laser signals simultaneously. While effective, this approach had its limitations. Operators needed to configure multiple combinations to utilize the full range of available data, leading to time-consuming adjustments and less flexibility in sorting applications.

The new way: TDA completely transforms this process. Our advanced laser scanning technology now analyzes 6 to 12 laser signals at once, creating a comprehensive ‘profile’ of each object with sub-millimeter resolution. By combining more information in real time, TDA delivers unmatched accuracy in detecting and differentiating between products, foreign objects, and defects.

 

 

 

 

 

 

Wide applications across industries

By enhancing contrast, TDA identifies even the smallest defects while minimizing the rejection of good products. The result? Reduced waste, improved efficiency, and greater profitability. TDA’s flexibility makes it a perfect fit for various sorting applications. It has already demonstrated exceptional performance in sorting nuts, but its capabilities extend to:

  • Potato products
  • Fresh and frozen vegetables
  • Dried fruits
  • Frozen berries
  • Seafood

 

How does TDA work?

One of TDA’s standout features is its robustness to noise, ensuring higher accuracy even in challenging environments. By focusing on the ‘shape’ or structure of data patterns rather than individual points, TDA delivers unparalleled sorting insights. TDA leverages Topological Data Analysis, a cutting-edge approach rooted in the mathematical study of shapes and patterns. This innovative methodology enables the analysis of complex, high-dimensional data sets generated by our laser sorters. Unlike conventional statistics, TDA reveals both overarching trends and intricate details, making it ideal for:

  • Detecting foreign objects
  • Identifying mechanical defects
  • Highlighting insect damage   

 

 

Why choose TDA?

TDA is not just a tool; it’s a technological leap that redefines sorting standards. Whether you’re upgrading existing systems or exploring new solutions, TDA ensures you’re ready for the challenges of tomorrow. Plus, this revolutionary technology can be retrofitted on existing VENTUS and NOVUS sorters, ensuring accessibility for current customers.

With TDA installed on our VENTUS and NOVUS sorters, you’ll experience significant advantages, including:

  • Efficient defect removal with a high spatial resolution of 0.3 mm
  • Reduced loss of good products in rejects
  • Expanded application possibilities with enhanced contrast
  • Intuitive user interface for a seamless experience
  • Real-time data access for in-depth analysis

 

 

Let’s elevate your production process

Ready to explore the transformative potential of TDA for your business? Get in touch with us today to learn more about this groundbreaking technology and our other innovations, including AFLASORT, SORT2SPEC, CLEARVIEW, and H-TEC. Together, we can take your sorting process to unprecedented heights.

Discover how TDA can enhance your efficiency and precision. Visit our website or reach out to our team to learn more > https://www.optimum-sorting.com/en/tda/