Performance prediction of a ground-coupled heat pump system using artificial neural networks

Expert Systems with Applications ◽

10.1016/j.eswa.2007.08.081 ◽

2008 ◽

Vol 35 (4) ◽

pp. 1940-1948 ◽

Author(s):

Hikmet Esen ◽

Mustafa Inalli ◽

Abdulkadir Sengur ◽

Mehmet Esen

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Performance Prediction ◽

Pump System ◽

Heat Pump System ◽

Ground Coupled Heat Pump ◽

Artificial Neural

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Modelling of a vertical ground coupled heat pump system by using artificial neural networks

Expert Systems with Applications ◽

10.1016/j.eswa.2009.01.055 ◽

2009 ◽

Vol 36 (7) ◽

pp. 10229-10238 ◽

Author(s):

Hikmet Esen ◽

Mustafa Inalli

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Pump System ◽

Heat Pump System ◽

Ground Coupled Heat Pump ◽

Vertical Ground ◽

Artificial Neural

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Performance prediction of ground-water heat pump system using artificial neural networks

2008 3rd International Conference on Intelligent System and Knowledge Engineering ◽

10.1109/iske.2008.4731053 ◽

2008 ◽

Author(s):

Hui Xie ◽

Li Liu ◽

Fei Ma

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Ground Water ◽

Heat Pump ◽

Performance Prediction ◽

Pump System ◽

Heat Pump System ◽

Artificial Neural

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Artificial neural networks and adaptive neuro-fuzzy assessments for ground-coupled heat pump system

Energy and Buildings ◽

10.1016/j.enbuild.2007.10.002 ◽

2008 ◽

Vol 40 (6) ◽

pp. 1074-1083 ◽

Author(s):

Hikmet Esen ◽

Mustafa Inalli ◽

Abdulkadir Sengur ◽

Mehmet Esen

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Pump System ◽

Heat Pump System ◽

Neuro Fuzzy ◽

Ground Coupled Heat Pump ◽

Artificial Neural

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Performance prediction of ground-coupled heat pump system using NNCA-RBF neural networks

2013 25th Chinese Control and Decision Conference (CCDC) ◽

10.1109/ccdc.2013.6561294 ◽

2013 ◽

Author(s):

Guiyang Wang ◽

Yating Zhang ◽

Ruihua Wang ◽

Guang Han

Keyword(s):

Neural Networks ◽

Heat Pump ◽

Performance Prediction ◽

Rbf Neural Networks ◽

Pump System ◽

Heat Pump System ◽

Ground Coupled Heat Pump

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Performance prediction between horizontal and vertical source heat pump systems for greenhouse heating with the use of artificial neural networks

Heat and Mass Transfer ◽

10.1007/s00231-015-1723-z ◽

2015 ◽

Vol 52 (8) ◽

pp. 1707-1724 ◽

Author(s):

Hüseyin Benli

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Performance Prediction ◽

Artificial Neural

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Artificial neural networks for the performance prediction of heat pump hot water heaters

International Journal of Sustainable Energy ◽

10.1080/14786451.2016.1218495 ◽

2016 ◽

Vol 37 (2) ◽

pp. 173-192 ◽

Author(s):

E. Mathioulakis ◽

G. Panaras ◽

V. Belessiotis

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Performance Prediction ◽

Hot Water ◽

Water Heaters ◽

Artificial Neural

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A Brief Review and Evaluation of Available 1-Dimensional Models for the Borehole Thermal Performance Prediction in a Ground-Coupled Heat Pump System

Current Approaches in Science and Technology Research Vol. 13 ◽

10.9734/bpi/castr/v13/3282f ◽

2021 ◽

pp. 145-170

Author(s):

Ali H. Tarrad

Keyword(s):

Heat Pump ◽

Thermal Performance ◽

Performance Prediction ◽

Pump System ◽

Heat Pump System ◽

Ground Coupled Heat Pump ◽

Dimensional Models

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Development of artificial neural networks for performance prediction of a heat pump assisted humidification-dehumidification desalination system

Desalination ◽

10.1016/j.desal.2021.115052 ◽

2021 ◽

Vol 508 ◽

pp. 115052

Author(s):

Meysam Faegh ◽

Pooria Behnam ◽

Mohammad Behshad Shafii ◽

Mehdi Khiadani

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Performance Prediction ◽

Artificial Neural

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Performance prediction of a direct expansion solar assisted heat pump using artificial neural networks

Applied Energy ◽

10.1016/j.apenergy.2009.01.001 ◽

2009 ◽

Vol 86 (9) ◽

pp. 1442-1449 ◽

Author(s):

M. Mohanraj ◽

S. Jayaraj ◽

C. Muraleedharan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Heat Pump ◽

Performance Prediction ◽

Direct Expansion ◽

Artificial Neural

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Development of Performance Prediction Model for Water Source Heat Pump System based on Artificial Neural Network

KIEAE Journal ◽

10.12813/kieae.2021.21.4.099 ◽

2021 ◽

Vol 21 (4) ◽

pp. 99-104

Author(s):

Sangmu Bae ◽

Young Sik Kwon ◽

Jin Woo Moon ◽

Yujin Nam

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Prediction Model ◽

Heat Pump ◽

Performance Prediction ◽

Water Source ◽

Pump System ◽

Heat Pump System ◽

Artificial Neural

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