How long does it take for a bearded dragon to brumate?

Are its sleeping patterns different? Does it randomly sleep throughout the day?

If it is sleeping at unusual times, this can often mean brumation.

Do you see it constantly wanting to burrow? If it keeps trying to burrow, then it might want to go into brumation.