Hi
I havent heard of any common issues with the 2007 Cooper which would cause this. Plenty of issues reported with the S.
Any other symptoms? Is you Stop-Start functioning correctly? What happens if you switch off stop-start?
Does it happen when cold, hot, start of journey?