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 …

Heat exchangers are applicable in different industries and technologies, and their
performance is influenced by different parameters. In addition to experimental and time …

This study presents an application of artificial neural networks (ANNs) to predict the heat
transfer rate of the wire-on-tube type heat exchanger. A back propagation algorithm, the …

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 …

This paper reports the use of artificial neural network models to simulate the thermal
performance of a compact, fin-tube heat exchanger with air and water/ethylene glycol anti …

In this study, a feed-forward back-propagation artificial neural network (ANN) algorithm is
proposed for heat transfer analysis of phase change process in a finned-tube, latent heat …

This work applied Artificial Neural Network (ANN) for heat transfer analysis of shell-and-tube
heat exchangers with segmental baffles or continuous helical baffles. Three heat …

Thermal systems play a main role in many industrial sectors. This study is an elucidation of
the utilization of artificial neural networks (ANNs) in the modelling of thermal systems. The …

We consider the problem of accuracy in heat rate estimations from artificial neural network
(ANN) models of heat exchangers used for refrigeration applications. Limited experimental …

The use of artificial neural network (ANN), as one of the artificial intelligence methodologies,
in a variety of real-world applications has been around for some time. However, the …