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 …
(GA) in multi-objective optimization of heat exchangers is studied. Taking the tube fin heat …
Performance prediction of plate-finned tube heat exchangers for refrigeration: a review on modeling and optimization methods
S Macchitella, G Colangelo, G Starace - Energies, 2023 - mdpi.com
Finned tube heat exchangers are used in many technological applications in both civil and
industrial sectors. Their large-scale use requires a design aimed at reaching high thermal …
industrial sectors. Their large-scale use requires a design aimed at reaching high thermal …
[HTML][HTML] Modelling of thermo-hydraulic behavior of a helical heat exchanger using machine learning model and fire hawk optimizer
The study of the fluid flow in heat exchangers and its related mass and heat transfer
processes is a very complicated research subject. Modeling of coupled fluid flow and heat …
processes is a very complicated research subject. Modeling of coupled fluid flow and heat …
Structural optimization of melting process of a latent heat energy storage unit and application of flip mechanism
Thermal energy storage technology is of great significance for the efficient utilization of solar
energy. In this paper, the melting process of a horizontal latent heat energy storage unit is …
energy. In this paper, the melting process of a horizontal latent heat energy storage unit is …
[HTML][HTML] Assessment of micro-scale heat exchangers efficiency using lattice Boltzmann method and design of experiments
The study is focused on the use of nanofluids in a micro-open tall cavity, which is a type of
micro heat exchanger (MHE). The cavity is heated from the bottom sidewall in a sinusoidal …
micro heat exchanger (MHE). The cavity is heated from the bottom sidewall in a sinusoidal …
Intelligent techniques for prediction characteristics of shell and tube heat exchangers: A comprehensive review
Heat exchangers are widely used in different chemical industries and energy systems.
Among different types of heat exchangers, shell and tube heat exchangers are among the …
Among different types of heat exchangers, shell and tube heat exchangers are among the …
[HTML][HTML] Management of heat transfer and hydraulic characteristics of a micro-channel heat sink with various arrangements of rectangular vortex generators utilizing …
X Liang, NB Kumar, IB Mansir, PK Singh… - Case Studies in Thermal …, 2023 - Elsevier
It is common to use micro-channel heat sinks (MCHSs) in equipment such as; ICs,
transistors, LEDs, and high-power lasers, which generate heat due to the passage of electric …
transistors, LEDs, and high-power lasers, which generate heat due to the passage of electric …
Enhanced turbulent convective heat transfer in helical twisted Multilobe tubes
Enhancing heat transfer performance has been the main interest in the thermal engineering
field. Various enhancement methods have been proposed, including twisted and Multilobe …
field. Various enhancement methods have been proposed, including twisted and Multilobe …
Machine learning-based multi-objective optimization and thermodynamic evaluation of organic Rankine cycle (ORC) system for vehicle engine under road condition
C Xing, X Ping, R Guo, H Zhang, F Yang, M Yu… - Applied Thermal …, 2023 - Elsevier
Organic Rankine cycle (ORC) cooperative multi-objective optimization under dynamic
driving cycle is the key to obtain the potential of waste heat recovery of internal combustion …
driving cycle is the key to obtain the potential of waste heat recovery of internal combustion …
Theoretical design and drainage characteristic of a C-type heat exchanger in duct air conditioner
S Wu, B Luo, F Li, R Zhao, D Huang - Applied Thermal Engineering, 2024 - Elsevier
The conventional duct air conditioner typically uses an A-type heat exchanger for indoor
units, which has poor drainage behavior under wet conditions. In this research, a C-type …
units, which has poor drainage behavior under wet conditions. In this research, a C-type …