Artificial Neural Network based Prediction of Pressure Drop in Heat Exchangers

M. Santhosh shekar; P. Mohan Krishna; M. Venkatesan

doi:10.17485/ijst/2015/v8is9/65549

Artificial Neural Network based Prediction of Pressure Drop in Heat Exchangers

Indian Journal of Science and Technology ◽

10.17485/ijst/2015/v8is9/65549 ◽

2015 ◽

Vol 8 (S9) ◽

pp. 87

Author(s):

M. Santhosh shekar ◽

P. Mohan Krishna ◽

M. Venkatesan

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Pressure Drop ◽

Heat Exchangers ◽

Artificial Neural

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An artificial neural network model for predicting frictional pressure drop in micro-pin fin heat sink

Applied Thermal Engineering ◽

10.1016/j.applthermaleng.2021.117012 ◽

2021 ◽

pp. 117012

Author(s):

Haeun Lee ◽

Minsoo Kang ◽

Ki Wook Jung ◽

Chirag R. Kharangate ◽

Sael Lee ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Pressure Drop ◽

Network Model ◽

Neural Network Model ◽

Heat Sink ◽

Artificial Neural Network Model ◽

Frictional Pressure Drop ◽

Pin Fin ◽

Artificial Neural

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Convective heat transfer and pressure drop of aqua based TiO 2 nanofluids at different diameters of nanoparticles: Data analysis and modeling with artificial neural network

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10.1016/j.physe.2017.10.002 ◽

2018 ◽

Vol 97 ◽

pp. 155-161 ◽

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Afshin Ahmadi Nadooshan ◽

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Ali Alirezaie

Keyword(s):

Neural Network ◽

Heat Transfer ◽

Artificial Neural Network ◽

Data Analysis ◽

Pressure Drop ◽

Convective Heat Transfer ◽

Convective Heat ◽

Artificial Neural ◽

Different Diameters

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Energy and Buildings ◽

10.1016/j.enbuild.2009.10.011 ◽

2010 ◽

Vol 42 (4) ◽

pp. 435-440 ◽

Cited By ~ 42

Author(s):

Jian Zhang ◽

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Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Heat Exchangers ◽

Thermal Simulation ◽

Cross Sectional Area ◽

Heat Convection ◽

Sectional Area ◽

Cross Sectional ◽

Artificial Neural

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Modelling of fouling in heat exchangers using the Artificial Neural Network Approach

International Journal of Chemistry Mathematics and Physics ◽

10.22161/ijcmp.2.5.1 ◽

2018 ◽

Vol 2 (5) ◽

pp. 33-52

Author(s):

Nadra Hussami ◽

Hassan Al-Haj Ibrahim ◽

Ahmad Safwat

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Heat Exchangers ◽

Network Approach ◽

Neural Network Approach ◽

Artificial Neural ◽

Artificial Neural Network Approach

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Application of an Artificial Neural Network (ANN) for predicting low-GWP refrigerant boiling heat transfer inside Brazed Plate Heat Exchangers (BPHE)

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2020.120204 ◽

2020 ◽

Vol 160 ◽

pp. 120204 ◽

Cited By ~ 1

Author(s):

Giovanni A. Longo ◽

Simone Mancin ◽

Giulia Righetti ◽

Claudio Zilio ◽

Ludovico Ortombina ◽

...

Keyword(s):

Neural Network ◽

Heat Transfer ◽

Artificial Neural Network ◽

Heat Exchangers ◽

Boiling Heat Transfer ◽

Plate Heat ◽

Artificial Neural ◽

Artificial Neural Network Ann ◽

Brazed Plate Heat Exchangers

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Author(s):

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Keyword(s):

Neural Network ◽

Aqueous Solution ◽

Artificial Neural Network ◽

Pressure Drop ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Artificial Neural

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Development of multilayer perceptron artificial neural network (MLP-ANN) and least square support vector machine (LSSVM) models to predict Nusselt number and pressure drop of TiO2/water nanofluid flows through non-straight pathways

Numerical Heat Transfer Part A Applications ◽

10.1080/10407782.2018.1523597 ◽

2018 ◽

Vol 74 (4) ◽

pp. 1190-1206 ◽

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Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Nusselt Number ◽

Pressure Drop ◽

Multilayer Perceptron ◽

Least Square ◽

Support Vector ◽

Artificial Neural

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10.1016/j.icheatmasstransfer.2017.03.014 ◽

2017 ◽

Vol 84 ◽

pp. 11-19 ◽

Cited By ~ 25

Author(s):

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Keyword(s):

Neural Network ◽

Heat Transfer ◽

Artificial Neural Network ◽

Pressure Drop ◽

Convective Heat Transfer ◽

Convective Heat ◽

Multilayer Perceptron ◽

Artificial Neural

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Application of an Artificial Neural Network (ANN) for predicting low-GWP refrigerant condensation heat transfer inside herringbone-type Brazed Plate Heat Exchangers (BPHE)

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2020.119824 ◽

2020 ◽

Vol 156 ◽

pp. 119824 ◽

Cited By ~ 5

Author(s):

Giovanni A. Longo ◽

Giulia Righetti ◽

Claudio Zilio ◽

Ludovico Ortombina ◽

Mauro Zigliotto ◽

...

Keyword(s):

Neural Network ◽

Heat Transfer ◽

Artificial Neural Network ◽

Heat Exchangers ◽

Condensation Heat Transfer ◽

Plate Heat ◽

Artificial Neural ◽

Artificial Neural Network Ann ◽

Brazed Plate Heat Exchangers

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Heat Transfer-Asian Research ◽

10.1002/htj.20006 ◽

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Vol 33 (3) ◽

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Author(s):

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Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Heat Exchangers ◽

Integral Model ◽

Approximate Integral ◽

Artificial Neural

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