Design optimization of heat exchanger using deep reinforcement learning
A micronuclear reactor is currently being developed using 3D printing technology, with a
focus on refining the design of its heat exchanger. The objective is to optimize the topology …
focus on refining the design of its heat exchanger. The objective is to optimize the topology …
Multi-layer topology optimization of dual-fluid convective heat transfer in printed circuit heat exchangers
Q Yang, L Chen, H Ke, L Gu, X Zheng, S Li… - Applied Thermal …, 2024 - Elsevier
Optimizing channel configurations in printed circuit heat exchangers is essential for
enhancing heat transfer and minimizing pum** power. The present study aims to optimize …
enhancing heat transfer and minimizing pum** power. The present study aims to optimize …
Topology optimization of rectangular parallel plate heat exchanger unit
This research develops computational optimization applied, for the first time, to Rectangular
Parallel Plate Heat Exchanger unit (RPP-HEX-U). This is by employing Finite Element …
Parallel Plate Heat Exchanger unit (RPP-HEX-U). This is by employing Finite Element …
Optimization design of proton exchange membrane fuel cell cooling plate based on dual-objective function topology theory
W Liang, J Liu, J Li, W Zhao, C Ao, X Wang… - … Communications in Heat …, 2024 - Elsevier
To enhance the cooling performance of proton exchange membrane fuel cell (PEMFC), the
structural design of cooling channel of PEMFC with dual-objective function model is …
structural design of cooling channel of PEMFC with dual-objective function model is …
Study on heat transfer performance of cooling channels in proton exchange membrane fuel cells based on topology optimization
W Liang, J Liu, J Li, P Sun, Q Ji - Thermal Science and Engineering …, 2024 - Elsevier
Based on topology optimization method, a dual-objective function topology optimization
model containing minimum average temperature and minimum flow power dissipation was …
model containing minimum average temperature and minimum flow power dissipation was …
[HTML][HTML] Hybrid of non-dominated sorting genetic algorithm II and invasive weed optimization for fan duct surface heat exchanger configuration optimization design
Z Xu, Z Yu, X Ning, X Wan, Z Qu, C Zhao - Case Studies in Thermal …, 2024 - Elsevier
In this research, configuration optimization was conducted for FDSHX (fan duct surface heat
exchanger) that is a new type of heat exchanger adopted in aero-engine heat management …
exchanger) that is a new type of heat exchanger adopted in aero-engine heat management …
Topology-optimized aerogel heat sink for enhanced electronic cooling performance
Efficient thermal management is important for modern electronic devices. Traditional heat
sinks often fail to meet the increasing cooling demand owing to material and design …
sinks often fail to meet the increasing cooling demand owing to material and design …
Structure optimization and design of zigzag mini-channel for printed circuit heat exchanger
SC Qin, YC Zhang, W Jiang, XC Zhang… - Applied Thermal …, 2025 - Elsevier
In order to improve the thermal–hydraulic performance of Printed Circuit Heat Exchanger
(PCHE), the structural optimization and design of Z-type PCHE is carried out based on the …
(PCHE), the structural optimization and design of Z-type PCHE is carried out based on the …
Numerical analysis of thermal-hydraulic influence of geometric flow baffles on multistage Tesla valves in printed circuit heat exchangers
CY Chou, GC Kuo, CC Chueh - Applied Thermal Engineering, 2024 - Elsevier
The innovative structure and flexible functionality of Tesla valves have attracted significant
attention across various industries. Unlike conventional check valves, which open in …
attention across various industries. Unlike conventional check valves, which open in …
[HTML][HTML] Design and construction of fluid-to-fluid scaled-down small modular reactor platform: As a testbed for the nuclear-based hydrogen production
This paper presents the construction results and design of the UNIST Reactor Innovation
platform for small modular reactors as a versatile testbed for exploring innovative …
platform for small modular reactors as a versatile testbed for exploring innovative …