Multi-objective optimization of elliptical tube fin heat exchangers based on neural networks and genetic algorithm

T Zhang, L Chen, J Wang - Energy, 2023 - Elsevier
The application of machine learning based on neural networks (NNs) and genetic algorithm
(GA) in multi-objective optimization of heat exchangers is studied. Taking the tube fin heat …

Research on performance of micro gas turbine recuperator: A review

R Wang, Y Wang, X Chen, M Wang, Z Wang - … Communications in Heat …, 2024 - Elsevier
The distributed energy supply system provides a good scheme for energy supply. The micro
gas turbine with a recuperator is a common power device in distributed energy supply …

Thermal-hydraulic performance and optimization of attack angle of delta winglets in plain and wavy finned-tube heat exchangers

H Ke, TA Khan, W Li, Y Lin, Z Ke, H Zhu… - Applied Thermal …, 2019 - Elsevier
This work is related to numerical investigation and optimization of the attack angle of delta
winglet type vortex generators in plain and wavy finned-tube heat exchangers. For this …

Multi objective optimization of vortex generators for heat transfer enhancement using large design space exploration

H Karkaba, T Dbouk, C Habchi, S Russeil… - … and Processing-Process …, 2020 - Elsevier
In many applications, convective heat transfer enhancement is readily achieved by
generating streamwise vortices and coherent flow structures using Vortex Generators (VG's) …

Analysis and optimization of the curved trapezoidal winglet geometry in a compact heat exchanger

SK Sarangi, DP Mishra, H Ramachandran… - Applied Thermal …, 2021 - Elsevier
The present work is aimed at optimizing the geometry of the curved trapezoidal winglets to
enhance the overall performance of the heat exchanger. Prior to optimization, the most …

Numerical investigation on heat transfer and flow characteristics in helically coiled mini-tubes equipped with dimples

L Zheng, Y Xie, D Zhang - International Journal of Heat and Mass Transfer, 2018 - Elsevier
Heat transfer and flow in dimpled helically coiled mini-tubes are numerically examined. The
effects of Reynolds number Re, ratio of tube diameter to coil diameter t, dimple density d and …

Application of Response Surface Methodology and Artificial Neural Network to Optimize the Curved Trapezoidal Winglet Geometry for Enhancing the Performance of a …

R Sharma, DP Mishra, M Wasilewski, LS Brar - Energies, 2023 - mdpi.com
The present work aims at optimizing the geometry of curved trapezoidal winglets to enhance
heat transfer rates (expressed as Colburn factor, j) and minimize pressure losses (expressed …

[HTML][HTML] Multiobjective optimization of Vortex Generators for heat transfer enhancement in turbulent flows

H Karkaba, T Dbouk, C Habchi, S Russeil… - International Journal of …, 2024 - Elsevier
Convective heat transfer can be enhanced by streamwise vortices and coherent flow
structures produced downstream Vortex Generators (VGs). The thermal performance …

Time-efficient trochoidal tool path generation for milling arbitrary curved slots

K Xu, B Wu, Z Li, K Tang - Journal of …, 2019 - asmedigitalcollection.asme.org
Trochoidal (TR) tool paths have been a popular means in high-speed machining for slot
cutting, owing to its unique way of cyclically advancing the tool to avoid the situation of a full …

Performance improvement of a tubular heat exchanger by tube arrangement optimization using simulated annealing algorithm and blocked-off method

MF Nia, H Farzad, AB Ansari, M Ghodrat… - Thermal Science and …, 2023 - Elsevier
In this study, the performance of a two-dimensional cross-flow tube heat exchanger, which
has been widely applied in the energy recovery processes, is optimized. The main …