An Importance Sampling procedure to efficiently estimate overflow probabilities in continuous flow lines is described. The corresponding change of measure is found by generalizing the procedure that yields the change of measure for an ordinary fluid queue. Empirical results demonstrate the validity and effectiveness of the approach