Machine Learning Driven Real Time Topology Optimization under Moving Morphable Component (MMC)-Based

来源 :Asian Congress of Structural and Multidisciplinary Optimizat | 被引量 : 0次 | 上传用户:liongliong502
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  An ultimate dream pursued by many practical engineers in various disciplines is the achievement of real time topology optimization,which means that an optimized distribution of material in a prescribed design domain can be obtained instantaneously once the objective/constraint functions and external stimuli are specified.
其他文献
This work deals with the layout optimization of piezoelectric fiber composite patches on a vibrating laminated composite plate and the design of the stacking sequence of the composite plate.The vibrat
会议
This presentation will report our researches on inversely finding the optimal geometric topology of photonic nanostructures,with synthetically considering the performance and manufacturability.This in
会议
Profiled surface structures,which have the advantages of light weight,strong bearing capacity and material saving,are widely used in engineering field,such as aircraft,vehicles,submarines,etc.So far,t
会议
Topology optimization has been widely studied and achieved remarkable achievements since the pioneering work of Bendsφe and Kikuchi[1]and it is often applied to design macroscopic structures.Recently,
会议
Structural topology optimization has been extended to a wide range of physical disciplines such as acoustics,electromagnetics,and optics since the pioneering work of Bendsoe and Kikuchi[1].So far,clas
会议
As a manufacturing technique in which a component is built in a layer-by-layer way,additive manufacturing(AM) usually requires temporary support materials to avoid the collapse or warping of the parts
会议
A challenging lying in structural topology optimization is the weak linkage between geometry model and analysis model.Therefore,optimized structure has to be dealt with post-processing,which will inev
会议
In this work,the topology optimization of compliant mechanism is studied by constructing a multi-objective optimization problem,where the maximization of the weighted sum of the output end displacemen
会议
In the traditional optimization process,structural topology optimization and shape optimization correspond to different stages of structural design respectively and belong to two independent optimizat
Stiffened structures are widely used as basic structural components in industry[1,2].However,how to optimally distribute the stiffening ribs remains to be a challenge,since the topology and geometry o
会议