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Within the Smart Paint Factory Alliance (smartpaintfactory.com), together with ADLER-Werk Lackfabrik (adler-lacke.com), we used our own machine learning algorithms and methods for adaptive experimental design for color matching. After only four adaptations, we came very close to, and in part even better than, the results of commercial color matching software using standard formulas.
Our big advantage: color is not the only thing that can be optimized. Everything that can be measured can go into the optimization.
- Opacity, gloss, and viscosity.
- Abrasion resistance.
- Manufacturing costs.
Ideally the process parameters are optimized at the same time. That is exactly what our research project Na, Logisch works on, and where we keep improving the methods.
