1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
|
#! /usr/bin/env python
import openturns as ot
ot.TESTPREAMBLE()
# Time grid creation
Tmin = 0.0
deltaT = 0.1
steps = 11
# Initialization of the time grid timeGrid1
timeGrid = ot.RegularGrid(Tmin, deltaT, steps)
# Default aggregated process creation
myProcess = ot.AggregatedProcess()
# We fix the time grid to the process
myProcess.setTimeGrid(timeGrid)
print("myProcess=", myProcess)
print("a realization=", myProcess.getRealization())
marginalProcess = myProcess.getMarginal(0)
print("a marginal process=", marginalProcess)
# Parameter aggregated process creation
coll = [ot.WhiteNoise(), ot.ARMA(), ot.GaussianProcess()]
myProcess = ot.AggregatedProcess(coll)
myProcess.setTimeGrid(timeGrid)
print("myProcess=", myProcess)
print("a realization=", myProcess.getRealization())
marginalProcess = myProcess.getMarginal(1)
print("a marginal process=", marginalProcess)
print("another marginal process=", myProcess.getMarginal([0, 2]))
|
