Uncertainty study on thermal and energy performances of a deterministic parameters based optimal aerogel glazing system using machine-learning method

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Keyphrases

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Thermal Performance Keyphrases
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Machine Learning Te... Keyphrases
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Energy Performance Keyphrases
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Parameter Dependenc... Keyphrases
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Aerogel Glazing Sys... Keyphrases
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Uncertainty Study Keyphrases
60
Surrogate Model Keyphrases
40
Uncertainty Analysi... Keyphrases
40
Uncertainty Quantif... Keyphrases
40
Multidimensional Un... Keyphrases
40
Scenario Uncertaint... Keyphrases
20
Computational Compl... Keyphrases
20
Sensitivity Analysi... Keyphrases
20
Heat Gain Keyphrases
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Heat Transfer Proce... Keyphrases
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Optical Model Keyphrases
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Data-driven Methods Keyphrases
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Total Temperature Keyphrases
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Heat Flux Keyphrases
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Machine Learning Ba... Keyphrases
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Scenario Variables Keyphrases
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Actual Conditions Keyphrases
20
Quantification Meth... Keyphrases
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Markov Chain Monte ... Keyphrases
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Two-dimensional Mar... Keyphrases
20
Aleatory Uncertaint... Keyphrases
20
Generic Methodology Keyphrases
20
Light Transfer Keyphrases
20
Epistemic Uncertain... Keyphrases
20
Heat Model Keyphrases
20
Statistical Uncerta... Keyphrases

INIS

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performance INIS
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energy INIS
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gels INIS
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machine learning INIS
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glazing INIS
40
values INIS
20
design INIS
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levels INIS
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stochastic processe... INIS
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data INIS
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monte carlo method INIS
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chains INIS
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heat transfer INIS
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heat INIS
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markov process INIS
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sensitivity analysi... INIS
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heat gain INIS
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working conditions INIS
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optical models INIS
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heat flux INIS

Engineering

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Thermal Performance Engineering
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Energy Performance Engineering
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Glazing System Engineering
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Machine Learning Me... Engineering
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Independent Variabl... Engineering
100
Aerogel Engineering
60
Surrogate Model Engineering
40
Uncertainty Quantif... Engineering
20
Two Dimensional Engineering
20
Chain Engineering
20
Sensitivity Analysi... Engineering
20
Computational Compl... Engineering
20
Optimal Design Engineering
20
Epistemic Uncertain... Engineering
20
Building Engineering
20
Model Engineering
20
Heating Engineering
20
Learning System Engineering
20
Heat Flux Engineering
20
Heat Transfer Engineering

Chemical Engineering

100
Learning System Chemical Engineering
100
Aerogel Chemical Engineering
20
Heat Transfer Chemical Engineering
20
Heat Flux Chemical Engineering
20
Enthalpy Chemical Engineering
20
Heating Chemical Engineering
Research OutputsResearch Output authored by Uncertainty study on thermal and energy performances of a deterministic parameters based optimal aerogel glazing system using machine-learning method is tagged with the concept