Additive manufacturing of heat exchangers in aerospace applications: a review
The current review is mainly focused on exploring Additive Manufacturing (AM) methods
suitable for the fabrication of complex-shaped compact Heat Exchangers (HXs) used in the …
suitable for the fabrication of complex-shaped compact Heat Exchangers (HXs) used in the …
Topology optimization of heat exchangers: A review
The critical importance of heat exchangers (HXs) on energy systems has been widely
recognized, which can largely determine the overall efficiency. With the rise of the topology …
recognized, which can largely determine the overall efficiency. With the rise of the topology …
Optimization of elliptical pin-fin microchannel heat sink based on artificial neural network
C Yu, X Zhu, Z Li, Y Ma, M Yang, H Zhang - International Journal of Heat …, 2023 - Elsevier
Conjugate fluid-solid heat transfer in a pin-fin microchannel heat sink is an effective way to
dissipate heat from the heating surface with high heat flux. The introduction of fins increases …
dissipate heat from the heating surface with high heat flux. The introduction of fins increases …
Investigations on a novel cold plate achieved by topology optimization for lithium-ion batteries
C Guo, H Liu, Q Guo, X Shao, M Zhu - Energy, 2022 - Elsevier
A necessary research topic about thermal management design of lithium-ion batteries has
been attracted extensive attentions. A novel cold plate designed by topology optimization …
been attracted extensive attentions. A novel cold plate designed by topology optimization …
A robust dynamic unified multi-material topology optimization method for functionally graded structures
In this article, a density-driven unified multi-material topology optimization framework is
suggested for functionally graded (FG) structures under static and dynamic responses. For …
suggested for functionally graded (FG) structures under static and dynamic responses. For …
Deep reinforcement learning for heat exchanger shape optimization
H Keramati, F Hamdullahpur, M Barzegari - International Journal of Heat …, 2022 - Elsevier
We present a parametric approach for heat exchanger shape optimization utilizing Deep
Reinforcement Learning (Deep RL) and Boundary Representation (BREP). In this study, we …
Reinforcement Learning (Deep RL) and Boundary Representation (BREP). In this study, we …
A comprehensive numerical study based on topology optimization for cooling plates thermal design of battery packs
This article focuses on the problem of fluctuating cooling system flow caused by different
working states such as acceleration and braking during the actual operation of electric …
working states such as acceleration and braking during the actual operation of electric …
Optimum design and thermal modeling for 2D and 3D natural convection problems incorporating level set‐based topology optimization with body‐fitted mesh
Passive heat sinks cooled by natural convection are reliable, compact, and low‐noise. They
are widely used in telecommunication devices, LEDs, and so forth. This work builds upon …
are widely used in telecommunication devices, LEDs, and so forth. This work builds upon …
Thermal-fluid topology optimization with unconditional energy stability and second-order accuracy via phase-field model
This paper aims to establish a novel and efficient topology optimization method for the
thermal-fluid. To adaptively design the fluid–solid coupling structure and make the objective …
thermal-fluid. To adaptively design the fluid–solid coupling structure and make the objective …
Thermal performance and parametrical analysis of topologically-optimized cross-flow heat sinks integrated with impact jet
C Tang, H Liu, X Tang, L Wei, X Shao, G Xie - Applied Thermal Engineering, 2023 - Elsevier
In this work, two novel cross-flow heat sink structures are firstly designed by means of
topological optimization with the objective function which aims to achieve the minimum …
topological optimization with the objective function which aims to achieve the minimum …