Lab numbers and SDIs are important no doubt and will set the basis of design. But in nearly every case unless you are going to be super conservative there are risks , unknowns or degrees of uncertainty. A pilot project can help to reduce those uncertainties, eliminate some or all of the unknowns and reduce risk. In nearly every case i have been involved in the pilot plant has either shown that xyz was not the problem that the numbers suggestted or that something else that you might not have even considered is a problem.
For example , in one project the numbers suggestted that iron would be an issue and that certain measures needed to be in place to deal with it The pilot plant owever operated satisfactorily without any particular treatment because the iron could be kept in solution provided there was no oxidation occurring. 14 years on this plant is still going strong with no hint of trouble, however biofouling has been a seasonal issue some years. The original bacto numbers suggestted that it would not be. After some minor modifications the plant has few biofouling issues.
The other thing that needs to be considered in this, how good are the numbers? I have seen a plant designed on one grab sample that was not representative of the range of quality that could be encountered. Given that you are aiming at high recovery this is a particular risk.
Regards
Ashtree
"Any water can be made potable if you filter it through enough money"