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 …
exchangers during the last two decades. In this paper, the applications of ANN for thermal …
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 …
problems over the past two decades. In the present paper, recent work on the applications of …
[HTML][HTML] Multilayer perceptrons and radial basis function neural network methods for the solution of differential equations: a survey
Since neural networks have universal approximation capabilities, therefore it is possible to
postulate them as solutions for given differential equations that define unsupervised errors …
postulate them as solutions for given differential equations that define unsupervised errors …
Prediction of the minimum film boiling temperature using artificial neural network
AM Bahman, SA Ebrahim - International Journal of Heat and Mass Transfer, 2020 - Elsevier
This work studies the application of artificial neural network (ANN) to predict the minimum
film boiling temperature (T min) for various substrate rods quenched in high-and low …
film boiling temperature (T min) for various substrate rods quenched in high-and low …
Application of Data-Driven technology in nuclear Engineering: prediction, classification and design optimization
Q Hong, M Jun, W Bo, T Sichao, Z Jiayi, L Biao… - Annals of Nuclear …, 2023 - Elsevier
Currently, workers in nuclear power plants need to monitor plant data in real time. In the
event of an emergency, due to human subjectivity, the operator cannot make accurate …
event of an emergency, due to human subjectivity, the operator cannot make accurate …
Beyond Travel & Tourism competitiveness ranking using DEA, GST, ANN and Borda count
WW Wu - Expert Systems with Applications, 2011 - Elsevier
Travel & Tourism competitiveness rankings are helpful when we wish to consider the issue
of how to enrich the global competitiveness of tourism destinations. However, even if a …
of how to enrich the global competitiveness of tourism destinations. However, even if a …
Prediction of flow fields and temperature distributions due to natural convection in a triangular enclosure using Adaptive-Network-Based Fuzzy Inference System …
Artificial Neural Network (ANN) and Adaptive-Network-Based Fuzzy Inference System
(ANFIS) were used to predict the natural convection thermal and flow variables in a …
(ANFIS) were used to predict the natural convection thermal and flow variables in a …
Machine learning predictions of critical heat fluxes for pillar-modified surfaces
For convection research, one important topic is the maximum heat flux achieved on a boiling
surface, known as the critical heat flux (CHF). This phenomenon is characterized by the …
surface, known as the critical heat flux (CHF). This phenomenon is characterized by the …
Enhancing accuracy of prediction of critical heat flux in Circular channels by ensemble of deep sparse autoencoders and deep neural Networks
Abstract Accurate prediction of Critical Heat Flux (CHF) is essential for ensuring safety and
economic efficiency of water-cooled reactors and two-phase flow boiling heat transfer …
economic efficiency of water-cooled reactors and two-phase flow boiling heat transfer …
Prediction of critical heat flux and position in narrow rectangular channels using deep feed-forward neural networks coupling with empirical correlations
S Niu, J Bi, Y Li, G Lu - International Journal of Heat and Mass Transfer, 2024 - Elsevier
The critical heat flux (CHF) is a crucial thermo-hydraulic parameter or phenomenon in
boiling heat transfer in many industry applications. For a long narrow rectangular channel, a …
boiling heat transfer in many industry applications. For a long narrow rectangular channel, a …