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A Review on Artificial Neural Network Approach for Predicting the Performance of Centrifugal Pump

Author(s):

Sourabh Soni , PCST; Amit Kumar, PCST Bhopal; Gaurav Chauhan, PCST Bhopal

Keywords:

Mixed Flow Pumps, Computational Fluid Dynamics, Impeller Design, Performance Prediction

Abstract

Pumps are used in a wide range of industrial and residential applications. Many factor affect pump operation and working which include their physical arrangement, impeller condition, speed, suction head, exhaust head, and properties of liquid etc. lowered capacity, vibration, reduced efficiency, and cavitation’s could cause serious trouble like Suction Head available, Excessive suction lift, shallow inlet submergence. The main objective of this work is to go through various approaches used in CFD analysis of centrifugal pump, prediction using ANN and highlight the advantages and application of CFD analysis in turbo industries. The CFD analysis is the advanced tool to overcome the limitation of conventional method to design the pump. Now a days CFD analysis is very familiar approach to improve the design of centrifugal pump and optimize its operational parameters like Head, Power, Discharge and Speed. The performance prediction of centrifugal pump using experimental approach cannot fulfil the desired outcome for the researcher. The CFD analysis provides more options towards the evaluation and synthesis of pump.

Other Details

Paper ID: IJSRDV6I80011
Published in: Volume : 6, Issue : 8
Publication Date: 01/11/2018
Page(s): 35-37

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