A centrifugal pump consists of an impeller. The impeller is fixed at the center with a help of a shaft.It has vanes which are fixed radially and are strategically located.
Around the impeller, a diffuser or volute is fixed. A diffuser is a ring which also has fixed blades that are strategically placed and are used to increase the speed and convert the kinetic energy of the liquid into pressure.
The impeller and diffuser are contained in a casing or the main frame which also supports the motor of the pump.
Thus there are three main parts of a centrifugal pump :
A sealing arrangement is provided around the shaft to prevent leaking of fluid. The sealing arrangement might consist of a gland or a mechanical seal.

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