I may be wrong, but I believe when car is running, it uses the hydraulic brakes as handbrake, then when you turn off car, it switches to the cable handbrake.. Which is why you sometimes get that awkward movement when you turn the car off. (At least that’s how it was explained to me)

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2004 X5 3.0d
2010 X5 40d

New Zealand