| Autor: |
Jawad, Layth H., Abdullah, S., Zulkifli, R., Mahmood, W. M. F. W. |
| Předmět: |
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| Zdroj: |
International Review on Modelling & Simulations; Aug2012, Vol. 5 Issue 4, p1580-1587, 8p, 1 Color Photograph, 4 Diagrams, 4 Charts, 3 Graphs |
| Abstrakt: |
Adaptive neuro- Fuzzy Inference System (ANFIS) was used to predict the efficiency of a small modified centrifugal compressor. Data were generated from earlier studies which were obtained from a three dimensional, steady state and turbulent flow by using a CFD analyse on aerodynamic flow field characteristics. Equations were analysed using finite volume method. The results obtained from numerical solutions were used for training and testing the (ANFIS). In this paper, is the use adaptive neuro-fuzzy inference systems (ANFIS) approach is developed a performance prediction method of centrifugal compressor, to use it as performance predictor. A comparison was performed among the ANFIS method and Computational Fluid Dynamic (CFD) code. It is observed that the ANFIS method can be used to predict the performance and gives more significant value to actual value, moreover; the computation time, memory space and effort were reduced. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
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