TY - JOUR
T1 - Transient freeform thermal metamaterials via inverse-design
AU - Guo, Jun
AU - Qu, Zhiguo
N1 - Publisher Copyright:
© 2023 Elsevier Ltd
PY - 2024/3/1
Y1 - 2024/3/1
N2 - Thermal metamaterials have gained significant interest because of their unconventionally tailored properties. Analytical transformation optics and numerical optimization method dealing with structural parameters have motivated unique and beneficial potential applications for thermal management. Nevertheless, analytical design methods are expected to possess complex artificial mathematical derivation. Moreover, a self-driven standard strategy that meets the demands of different design requirements is unavailable. Herein, we report an inverse-design strategy using topology optimization for freeform thermal metamaterials in a transient state. The design of thermal metamaterials in transient state is converted to an inverse heat conduction problem, in which the sensitivity analysis and the adjoint problem are defined over the strong-form. The thermal conductivity and volumetric heat capacity of thermal metadevices are evolved simultaneously relying on the conjugate gradient method. Thermal metadevices with irregular shapes are specifically designed to verify the feasibility and universality of the paradigm. This study constructs a standard programmable design strategy for transient freeform thermal metamaterials and further suggests conducting more explorations in other Laplace fields, such as DC and magnetostatics.
AB - Thermal metamaterials have gained significant interest because of their unconventionally tailored properties. Analytical transformation optics and numerical optimization method dealing with structural parameters have motivated unique and beneficial potential applications for thermal management. Nevertheless, analytical design methods are expected to possess complex artificial mathematical derivation. Moreover, a self-driven standard strategy that meets the demands of different design requirements is unavailable. Herein, we report an inverse-design strategy using topology optimization for freeform thermal metamaterials in a transient state. The design of thermal metamaterials in transient state is converted to an inverse heat conduction problem, in which the sensitivity analysis and the adjoint problem are defined over the strong-form. The thermal conductivity and volumetric heat capacity of thermal metadevices are evolved simultaneously relying on the conjugate gradient method. Thermal metadevices with irregular shapes are specifically designed to verify the feasibility and universality of the paradigm. This study constructs a standard programmable design strategy for transient freeform thermal metamaterials and further suggests conducting more explorations in other Laplace fields, such as DC and magnetostatics.
KW - Inverse-design
KW - Topology optimization
KW - Transient thermal metamaterials
UR - https://www.scopus.com/pages/publications/85180778239
U2 - 10.1016/j.applthermaleng.2023.122247
DO - 10.1016/j.applthermaleng.2023.122247
M3 - 文章
AN - SCOPUS:85180778239
SN - 1359-4311
VL - 240
JO - Applied Thermal Engineering
JF - Applied Thermal Engineering
M1 - 122247
ER -