In this paper we apply scaling laws from percolation theory to the problem
of estimating the time for a fluid injected into an oil field to breakthrou
gh into a production well. The main contribution is to show that, when thes
e previously published results are used on realistic data, they are in good
agreement with results calculated in a more conventional way but they can
be obtained significantly more quickly. As a result they may be used in pra
ctical engineering circumstances and aid decision-making for real field pro
blems.