Application of Uniform Design in Optimization Computations for Chemical Engineering

Abstract

Uniform design is an efficient experimental design method for space filling, with the core goal of rapidly exploring the global optimal solution in chemical and chemical multi parameter complex systems with the minimum number of experiments. This method collects representative data through uniformly dispersed experimental points, effectively supporting the construction of process models and optimization of process parameters. Practical applications have shown that uniform design significantly reduces experimental or computational costs, demonstrating strong practicality in optimizing reaction conditions, developing new material formulations, and analyzing reaction mechanisms. It provides a reliable computational experimental foundation for precise design and intelligent upgrading of chemical processes.