[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 …
Modeling of heat transfer and fluid flow characteristics of helicoidal double-pipe heat exchangers using adaptive neuro-fuzzy inference system (ANFIS)
M Mehrabi, SM Pesteei - … Communications in Heat and Mass Transfer, 2011 - Elsevier
In this paper an Adaptive Neuro-Fuzzy Inference System (ANFIS) is used for modeling the
effect of important parameters on heat transfer and fluid flow characteristics of helicoidal …
effect of important parameters on heat transfer and fluid flow characteristics of helicoidal …
[HTML][HTML] Estimation of heat transfer parameters of shell and helically coiled tube heat exchangers by machine learning
Shell and helically coiled tube heat exchangers (SHCTHEXs) are heat exchangers that only
take up a small space and enable greater heat transfer area compared to traditional models …
take up a small space and enable greater heat transfer area compared to traditional models …
Machine learning algorithms for improving the prediction of air injection effect on the thermohydraulic performance of shell and tube heat exchanger
In this study, improved prediction methods based on supervised machine-learning
algorithms is proposed to predict the effect of the application of air injection and transverse …
algorithms is proposed to predict the effect of the application of air injection and transverse …
Predicting thermal–hydraulic performances in compact heat exchangers by support vector regression
H Peng, X Ling - International Journal of Heat and Mass Transfer, 2015 - Elsevier
An alternative model using support vector regression (SVR) based on dynamically optimized
search technique with k-fold cross-validation, was proposed to predict the thermal–hydraulic …
search technique with k-fold cross-validation, was proposed to predict the thermal–hydraulic …
Integrative numerical modeling and thermodynamic optimal design of counter-flow plate-fin heat exchanger applying neural networks
CAR Do Nascimento, VC Mariani… - International Journal of …, 2020 - Elsevier
In this study, an optimization technique combined with a Random Vector Functional Link
(RVFL) network in the form of a surrogate-assisted approach was carried out for the optimal …
(RVFL) network in the form of a surrogate-assisted approach was carried out for the optimal …
Machine learning for prediction of heat pipe effectiveness
This paper details the selection of machine learning models for predicting the effectiveness
of a heat pipe system in a concentric tube exchanger. Heat exchanger experiments with …
of a heat pipe system in a concentric tube exchanger. Heat exchanger experiments with …
[HTML][HTML] Investigation of thermal performance and entropy generation in a helical heat exchanger with multiple rib profiles using Al2O3-water nanofluid
MJ Hasan, AA Bhuiyan - Case Studies in Thermal Engineering, 2022 - Elsevier
This research aims to assess the in detail thermal performance and entropy generation of a
helical heat exchanger with multiple rib profiles and coil revolutions using water-based Al 2 …
helical heat exchanger with multiple rib profiles and coil revolutions using water-based Al 2 …
[PDF][PDF] Performance analysis of helical tube heat exchanger
A Patel - TIJER-International Research Journal (www. tijer. org) …, 2023 - researchgate.net
A heat exchanger is a device that is used to transfer thermal energy between two or more
fluids, between a solid surface and a fluid, or between solid particulates and a fluid, at …
fluids, between a solid surface and a fluid, or between solid particulates and a fluid, at …
Study of heat transfer and pressure drop for novel configurations of helical tube heat exchanger: a numerical and experimental approach
In this study, several unique tube configurations are designed and modeled to examine the
thermal and hydraulic performance of a helical tube heat exchanger (HTHE) experimentally …
thermal and hydraulic performance of a helical tube heat exchanger (HTHE) experimentally …