What tends to happen is the solution stops changing at a certain mesh resolution. As you further refine beyond a certain point you can start to pick up additional flow features.
The fine mesh looks to be resolving the fan core: ie a region in the centre with little/no flow as the hub blocks the flow. Adjust the scale and also review the velocity vectors.
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