Not sure if it's the same "tick tick tick" sound.... but something similar happened to me the other day.... which turned out to be the fuel pump had failed.

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Here's the Photo Album of my (sold) X3; Album of my (newish) X5 is on the way!
(WARNING: read this before you buy anything from Umnitza)