In the field of aerodynamic design for turbomachinery, automatic optimization techniques have been widely used to maximize performance. However, there are many challenges to achieving rapid development because these techniques often require extensive computational time. To address this issue, this study introduced a novel optimization algorithm known as Factorization Machines with Annealing (FMA) for aerodynamic design using fluid analysis. In the development of a turbo hydrogen compressor, we examined whether combining an optimization algorithm using an annealing machine (FMA) with fluid analysis technology could enable optimized design in a shorter period than conventional optimization systems.
Uno et al. (Wed,) studied this question.