No, it's not normal. It indicates a problem in the glow plug system. I would guess most likely a bad glow plug ot two. Glow plugs can be easily tested with an ohm meter at the glow plug connection. Good glow plugs will read 0.6 ohms when cold. If they all test as okay, then you can move on to other possibilities.

Len