2021
DOI: 10.1007/s12046-021-01721-1
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A methodology for performance prediction: aerodynamic analysis of axially loaded gas foil bearing

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Cited by 7 publications
(6 citation statements)
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References 28 publications
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“…The article concluded that with an increase in plate thickness and vertex angle of support, load carrying capacity improves while decreasing above-mentioned two factors eccentricity of the rotor found to increase. Recently, Kumar et al 47 implemented Sobol's sensitivity analysis to determine the parameters of GFTB which have most influence on load carrying capacity and power loss. The goal of the investigation was to maximize the load carrying capacity and minimize the power loss.…”
Section: Two-dimensional Modelmentioning
confidence: 99%
“…The article concluded that with an increase in plate thickness and vertex angle of support, load carrying capacity improves while decreasing above-mentioned two factors eccentricity of the rotor found to increase. Recently, Kumar et al 47 implemented Sobol's sensitivity analysis to determine the parameters of GFTB which have most influence on load carrying capacity and power loss. The goal of the investigation was to maximize the load carrying capacity and minimize the power loss.…”
Section: Two-dimensional Modelmentioning
confidence: 99%
“…There is no thumb rule to choose the number of hidden layers and the number of hidden layer neurons for the network training. But, it is justified that a single hidden layer is sufficient for successful training of the network 22 . The number of neurons in the input and out layers equals the number of input and output layer parameters, respectively.…”
Section: Ann and Anfis Methodologymentioning
confidence: 99%
“…But the use of artificial intelligence (AI) techniques is rare in the field of SGTB. The AI technique, a data‐driven approach, can process a wide variety of data in less computational time and predict the output with incomplete information 22 . Moreover, the ease of understanding and usage makes it more applicable than statistical approaches.…”
Section: Introductionmentioning
confidence: 99%
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“…In addition, when the speed increases, stiffness coefficients tend to rise while damping coefficients fall. Later, Kumar et al [74] deduced the most effective parameters on the load-carrying capacity of a GFB. It was found that minimum film thickness, angular extent ratio at wedging, the angular extent of the thrust pad, and rotating speed have a substantial influence on load capacity.…”
Section: Coupled Fluid-structure Modelmentioning
confidence: 99%