Abstract: Multi-objective optimization can greatly reduce the dimensionality of the data. However, this method is prone to fall into local optima when searching for features, resulting in reduced ...

Abstract: Transformers are essential components of electrical power systems, representing a significant capital investment and requiring optimized designs to balance efficiency, cost, and performance.

The high-efficiency aerodynamic and aeroacoustic optimization framework comprises the following key modules: 1) Shape parameterization, which transforms the baseline geometry into a set of design ...