Uncertainty analysis of COP prediction in a water purification system integrated into a heat transformer using several artificial neural networks

2013 ◽  
Vol 51 (7-9) ◽  
pp. 1443-1456 ◽  
Author(s):  
J.A. Hernández ◽  
D. Colorado
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Uncertainty Analysis ◽  
Water Purification ◽  
Water Purification System ◽  
Purification System ◽  
Artificial Neural ◽  
Heat Transformer

Portable water purification system integrated to a heat transformer

Desalination ◽  
2004 ◽  
Vol 165 ◽  
pp. 385-391 ◽  
Author(s):  
A. Huicochea ◽  
J. Siqueiros ◽  
R.J. Romero
Keyword(s):  
Water Purification ◽  
Water Purification System ◽  
Purification System ◽  
Heat Transformer

Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation

2013 ◽  
Vol 34 (4) ◽  
pp. 1169-1180 ◽  
Author(s):  
Majid Dehghani ◽  
Bahram Saghafian ◽  
Farzin Nasiri Saleh ◽  
Ashkan Farokhnia ◽  
Roohollah Noori
Keyword(s):  
Neural Networks ◽  
Monte Carlo Simulation ◽  
Monte Carlo ◽  
Artificial Neural Networks ◽  
Uncertainty Analysis ◽  
Artificial Neural

2D electromagnetic inversion using ANN solver for three–layer model with wall

2020 ◽  
Author(s):  
Anna S. Astrakova ◽  
◽  
Dmitry Yu. Kushnir ◽  
Nikolay N. Velker ◽  
Gleb V. Dyatlov ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Uncertainty Analysis ◽  
Computation Time ◽  
Model Parameters ◽  
Layer Model ◽  
Artificial Neural ◽  
Reconstructed Model

We propose an approach to inversion of induction LWD measurements based on calculation of the synthetic signals by artificial neural networks (ANN) specially trained on some database. The database for ANN training is generated by means of the proprietary 2D solver Pie2d. Validation of the proposed approach and estimation of computation time is performed for the problem of reconstruction of the three–layer model with a wall. Also, we make uncertainty analysis for the reconstructed model parameters for two tool configurations.

Heat transfer prediction on flat solar collectors for the water purification system integrated to an absorption heat transformer

2017 ◽  
Vol 73 ◽  
pp. 64-72
Author(s):  
T. Hernandez ◽  
S.G. Perez ◽  
O. Flores ◽  
J.A. Hernandez ◽  
D. Juarez-Romero ◽  
...  
Keyword(s):  
Heat Transfer ◽  
Water Purification ◽  
Solar Collectors ◽  
Water Purification System ◽  
Purification System ◽  
Heat Transformer
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