1 results about "TCM Formulation" patented technology

This application relates to a method, system, equipment, and medium for collaborative optimization of cross-process parameters in intelligent manufacturing of traditional Chinese medicine (TCM) formulas. The method includes: acquiring a multimodal dataset across processes during TCM formula production; inputting the dataset into a mechanistic skeleton model to obtain mechanistic prediction values; iteratively optimizing a digital twin generative adversarial network environment based on the mechanistic prediction values; calculating a distribution difference metric between historical simulation features and historical real features; solving for the feature space mapping relationship and correcting the dataset; and generating cross-process optimization parameters through multi-agent collaborative decision-making based on the corrected dataset. This method can construct a low-cost, high-fidelity collaborative optimization environment, overcoming the bottlenecks of high trial-and-error costs and insufficient simulation fidelity in TCM production, improving the reliability of optimization strategy transfer, and achieving a synergistic improvement in product quality and production efficiency.