中国舰船研究2024，Vol.19Issue(6)：135-149,15.DOI:10.19693/j.issn.1673-3185.04064
基于OpenMDAO的BLISS-2000多学科设计优化:流程、策略与参数研究
Multidisciplinary design optimization of BLISS-2000 based on OpenMDAO:research on process,strategy and parameters
摘要
Abstract
[Objective]This paper aims to study the influence of the approximation model,consistency con-straints,and boundary update strategy of the BLISS-2000 multidisciplinary design optimization method on its convergence performance and optimization efficiency based on OpenMDAO.[Method]First,the optimiza-tion process and boundary update strategy of BLISS-2000 are given.A BLISS-2000 model is then established based on OpenMDAO,and its accuracy is verified by mathematical and engineering examples.Finally,the ef-fects of the approximation model's accuracy,consistency equality constraints,constraint relaxation,and boundary update strategy on the convergence performance and optimization efficiency of the model are stud-ied.[Results]The results show that improving the accuracy of the approximation model and selecting the appropriate constraint relaxation factors and boundary update factors can greatly improve the convergence per-formance and optimization efficiency of the BLISS-2000 model.At the same time,the recommended values of the relevant parameters based on constraint relaxation are obtained.[Conclusion]The results of this study can provide useful references for the improvement of the BLISS-2000 method and its application in the con-ceptual design stage of ships and marine equipment.关键词
船舶设计/多目标优化/多学科设计优化/OpenMDAO/BLISS-2000/近似模型/边界更新策略Key words
naval architecture/multiobjective optimization/multidisciplinary design optimization/Open-MDAO/BLISS-2000/approximation model/boundary update strategy分类
交通工程引用本文复制引用
高裕浩,何腾武,赵敏..基于OpenMDAO的BLISS-2000多学科设计优化:流程、策略与参数研究[J].中国舰船研究,2024,19(6):135-149,15.基金项目
国家重点研发计划资助项目(2021YFC28026004,2021YFC28026000) （2021YFC28026004,2021YFC28026000）
