Applications of artificial neural networks for thermal analysis of heat exchangers–a review

M Mohanraj, S Jayaraj, C Muraleedharan - International Journal of Thermal …, 2015 - Elsevier
Artificial neural networks (ANN) have been widely used for thermal analysis of heat
exchangers during the last two decades. In this paper, the applications of ANN for thermal …

Applications of artificial neural networks for refrigeration, air-conditioning and heat pump systems—A review

M Mohanraj, S Jayaraj, C Muraleedharan - Renewable and sustainable …, 2012 - Elsevier
In this paper, an attempt has been made to review the applications of artificial neural
networks (ANN) for energy and exergy analysis of refrigeration, air conditioning and heat …

Applications of ANNs in flow and heat transfer problems in nuclear engineering: a review work

T Cong, G Su, S Qiu, W Tian - Progress in Nuclear Energy, 2013 - Elsevier
Artificial Neural Networks (ANNs) have been applied to deal with flow and heat transfer
problems over the past two decades. In the present paper, recent work on the applications of …

Comparative study of multiple linear regression (MLR) and artificial neural network (ANN) techniques to model a solid desiccant wheel

KN Çerçi, E Hürdoğan - International communications in heat and mass …, 2020 - Elsevier
In recent years, the use of solid desiccant wheels has become attractive not only for air-
conditioning applications, but also for food drying processes and storage due to their …

Application of artificial neural networks, support vector, adaptive neuro-fuzzy inference systems for the moisture ratio of parboiled hulls

VR Sharabiani, M Kaveh, E Taghinezhad… - Applied Sciences, 2022 - mdpi.com
Drying as an effective method for preservation of crop products is affected by various
conditions and to obtain optimum drying conditions it is needed to be evaluated using …

Energy separation for Ranque-Hilsch vortex tube: A short review

Z Hu, R Li, X Yang, M Yang, R Day, H Wu - Thermal science and …, 2020 - Elsevier
In this article, the development of the energy separation for the vortex tube has been briefly
reviewed. This review mainly focuses on three aspects, they are the energy separation …

Numerical analysis of a vortex tube: a review

T Karthikeya Sharma, G Amba Prasad Rao… - … Methods in Engineering, 2017 - Springer
Ranque–Hilsch vortex tube is a simple devise with no moving parts which could generate
cold and hot air/gas streams simultaneously with compressed air/gas as a working fluid. The …

Thermodynamic modeling and artificial neural network of air counterflow vortex tubes

J Lagrandeur, S Poncet, M Sorin, M Khennich - International Journal of …, 2019 - Elsevier
A large number of operational and geometrical parameters are involved in the optimization
of counterflow vortex tubes. The number of parameters is so important that most researchers …

A performance optimization method based on the flow field structure of the vortex tubes with ANN

N Li, S Ma, G Jiang, X Hao, G Chen, N Gao - Thermal Science and …, 2023 - Elsevier
Optimization of vortex tube performance based on the internal flow field structure is
considered as an effective optimization strategy, yet limited by the complex flow process …

Using artificial neural network for predicting performance of the Ranque–Hilsch vortex tube

ME Korkmaz, L Gümüşel, B Markal - International journal of refrigeration, 2012 - Elsevier
In this study, effects of conical valve angle and length to diameter ratio on the performance of
a counter flow Ranque–Hilsch vortex tube are predicted with artificial neural networks …