Page 178 - Intelligent Digital Oil And Gas Fields

nodes are colour coded with green (no screen out), yellow (mixed screen out), and red (screen out). Results: 80%¼no screen out; 40%–60%¼
Engineer in (1 2 3 4 5 7 8 9 10 11)
Total data points = 316
9
267 n
49 y
n
Total data points = 31
11
Total data points = 490
27 n
4 y
n
7
111 y
379 n
Engineer in (6 12 13 17 18)
Depth >= 8229.5
Total data points = 174
Total data points = 118
8
13
Depth < 8229.5
112 n
62 y
42 y
76 n
Mp >= 605.5
Crew in (2 3 5 7 8)
Total data points = 525
5
Total data points = 143
10
391 n
134 y
Mp < 605.5
Customer in (4 10 11 15)
Crew = 4
85 n
58 y
Total data points = 876 734 n Components of Artificial Intelligence and Data Analytics Clean_Vol >= 175997 Clean_Vol <175997 y Total data points = 87 52 n 14 35 y Total data points = 29 Avg_Rate >= 45.6 Avg_Rate < 45.6 n 23 n Total data points = 53 15 6 y 26 n 17 Total data points = 34 27 y Clean_Vol >= 144298 Clean
Total data points = 25
12
3
142 y
Avg_Press >= 5572.5 Total data points = 2738 1 Customer in (1 2 3 5 6 7 8 12) y Total data points = 35 12 n 6 23 y 9 n 16 y 26 n 8 y with out screen permission (With out. Stimulation Well of https://doi.org/10.2118/166472-PA.)
Avg_Press < 5572.5 2540 n 198 y n Total data points = 351 343 n 4 for tree 40%¼screen Mining Data SPE-166472-PA,
Total data points = 1854 screen Analysis
n 2 8 y Classification out; and
1798 n
56 y
Fig. 4.16 mixed variate Capabilities.