Discrete Optimization on Unsteady Pressure Fluctuation of a Centrifugal Pump Using ANN and Modified GA

Abstract Pressure fluctuation due to rotor-stator interaction in turbomachinery is unavoidable, inducing strong vibration in the equipment and shortening its lifecycle. The investigation of optimization methods for an industrial centrifugal pump was carried out to reduce the intensity of pressure fl...

Full description

Bibliographic Details
Main Authors: Wenjie Wang, Qifan Deng, Ji Pei, Jinwei Chen, Xingcheng Gan
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Chinese Journal of Mechanical Engineering
Subjects:
Online Access:https://doi.org/10.1186/s10033-023-00915-4