Hi Brennan & All, On 28 March 2010 23:36, Brennan Williams wrote: > Andrea Gavana wrote: >> Let's see a couple of practical examples (I can share the data if >> someone is interested). >> >> > Definitely interested in helping solve this one so feel free to email > the data (obviously not 1,000 Eclipse smspec and unsmry files although I > can handle that without any problems).
It's 1 TB of data and my script took almost 4 hours in parallel on 4 processor over a network to reduce that huge amount of data to a tiny 406x7 matrix... but anyway, I'll see if I have the permission of posting the data and I'll let you know. I could really use some suggestions... or maybe a good kick in my a** telling me I am doing a bunch of stupid things. >> Example 1 >> >> # o2 and o3 are the number of production wells, split into 2 >> # different categories >> # inj is the number of injection wells >> # fomts is the final oil recovery >> >> rbf = Rbf(oilPlateau, gasPlateau, gasInjPlateau, o2, o3, inj, fomts) >> >> op = [50380] >> gp = [103014000] >> gi = [53151000] >> o2w = [45] >> o3w = [20] >> inw = [15] >> >> > I take it all your inputs are float arrays? i.e. you just consider > number of production wells as a floating point value. They are floats, but it doesn't really matter as RBFs should treat them all as floats. My results are the same whether I use "45" or "45.0". > I suppose strictly speaking o2 and o3 are not independent of eachother > but I would guess that for the purposes of using Rbf it wouldn't be an > issue. They are independent: they are 2 completely different kind of wells, o2 will give you much more gas while o3 much more oil. It turns out that all interpolation methods *except* "linear" fail miserably with huge errors even when I use exactly the same input points as the original data points. If I use the "linear" interpolator, I get errors in the range of -1.16305401154e-005 1.29984131475e-006 In percentage, which is very good :-D. Unfortunately, when I input even a single parameter value that is not in the original set, I still get these non-physical results of oil production increasing when I decrease the number of wells... Doh! Andrea. "Imagination Is The Only Weapon In The War Against Reality." http://xoomer.alice.it/infinity77/ ==> Never *EVER* use RemovalGroup for your house removal. You'll regret it forever. http://thedoomedcity.blogspot.com/2010/03/removal-group-nightmare.html <== _______________________________________________ NumPy-Discussion mailing list NumPy-Discussion@scipy.org http://mail.scipy.org/mailman/listinfo/numpy-discussion
