This will depend on the type of wheel, how often it’s used, and what it’s used for. These wheels tend to last for a very long time, assuming you’re keeping them in good condition through regular dressing.
You don’t need to change a wheel as long as it is performing its function properly, but it will eventually wear down to an extent that renders it unusable.