Computer-Implemented Detergent Performance Evaluation Method

The patent creates virtual copies of physical testing through computer simulations. Performance models simulate stain removal, cost, sustainability, and ecolabel performances without requiring actual physical trials. This allows comprehensive evaluation of multiple detergent compositions simultaneously in silico, dramatically reducing the time and resources needed while maintaining evaluation thoroughness.

The system performs preliminary computational analysis and performance prediction before physical formulation and testing. By using performance models to evaluate detergent compositions in advance, the invention identifies promising formulations computationally, allowing researchers to focus physical resources only on the most promising candidates, thereby reducing overall development time and cost.

The patent implements a universal performance evaluation system that handles multiple performance types (stain removal, cost, sustainability, ecolabel) through a single integrated platform. The system can evaluate different detergent compositions across all these performance dimensions simultaneously using computational models, eliminating the need for separate physical testing programs for each performance metric and significantly reducing resource consumption.

The invention replaces mechanical/physical testing systems with computational models and algorithms. Instead of conducting physical experiments to evaluate multiple performance parameters, the system uses computer-based performance models that calculate stain removal, cost, sustainability, and ecolabel performances mathematically, thereby evaluating multiple parameters with minimal resource consumption.

The system creates virtual replicas of physical testing scenarios through computational models. These digital twins simulate the chemical and physical interactions of detergent ingredients with stains and fabric under various wash conditions, providing accurate performance predictions without the need for expensive and time-consuming physical trials for every formulation variant.

The patent applies partial physical testing combined with extensive computational evaluation. Rather than conducting full physical trials on all possible formulations, the system uses performance models to screen and prioritize candidates, then conducts limited physical validation only on the most promising formulations identified computationally, thereby achieving accurate data with reduced cost and effort.