Development of Design Exploration Technology Utilizing Machine Learning
Ichiro Kataoka, Tatsuya HASEBE, Zixian Zhang, Norihiko Nonaka · The Proceedings of Conference of Kanto Branch · 2019
In design of make-to-order products, fast estimate of design parameters corresponding to customer requests is required. To realize fast estimate design, we are constructing analysis led customer co-design system, which can evaluate the product performance and specification in short time, utilizing a machine learning technology. As a vehicle product of customer co-design system, we try to apply for estimate design of centrifugal compressor. Engineer considers estimate design of product specification corresponding to customer demands. We developed a specification predicting technology to provide a design specification faster time for engineers.