The vertically launched underwater vehicle always suffers various hydrodynamic disturbances in its water-emerging process due to the uncertainty of the launch platform motion. Based on the nested sparse grid based stochastic collocation method (NSSCM) and nonintrusive polynomial chaos method, the effect of uncertainty of platform velocity and yaw angle on robustness of vehicle's trajectory and attitude is numerically studied. Results indicate that the uncertainty stemming from platform motion propagates along vehicle's water-emerging process. As the negative horizontal velocity of vehicle gradually changes to positive direction, the uncertainty bar of horizontal velocity presents contracting-expanding mode with an “hourglass” shape while the uncertainty bar of horizontal displacement experiences a “spindle-shaped” one (expanding-contracting-expanding), which is a half cycle later compared with the velocity. The uncertain motion of platform enlarges the uncertainty bar of bottom force via its impact on the gas-leakage process of trail bubble, resulting in the increasing of uncertainty of vertical velocity. Pitching angle (attitude of vehicle) and pitching angular velocity of vehicle persist getting worse driven by the pressure difference between vehicle's front and back sides especially on head part. And their continuous increasing uncertainty bars are formed mainly due to the condition that pressure uncertainty of front side is larger than that on back side, which also leads to the increasing of uncertainty of horizontal force.

References

1.
Levy
,
L. J.
,
2005
, “
The Systems Analysis, Test, and Evaluation of Strategic Systems
,”
Johns Hopkins APL Tech. Dig.
,
26
(
4
), pp.
438
442
.
2.
Wang
,
Y.
,
Liao
,
L.
,
Du
,
T.
,
Huang
,
C.
,
Liu
,
Y.
,
Fang
,
X.
, and
Liang
,
N.
,
2014
, “
A Study on the Collapse of Cavitation Bubbles Surrounding the Underwater-Launched Projectile and Its Fluid-Structure Coupling Effects
,”
Ocean Eng.
,
84
, pp.
228
236
.
3.
Xue
,
Y. Z.
,
Cui
,
B.
, and
Ni
,
B. Y.
,
2016
, “
Numerical Study on the Vertical Motion of Underwater Vehicle With Air Bubbles Attached in a Gravity Field
,”
Ocean Eng.
,
118
, pp.
58
67
.
4.
Zhu
,
K.
,
Chen
,
H. L.
,
Liu
,
L. H.
,
Yang
,
X. G.
, and
Zhang
,
J. H.
,
2014
, “
Effect of Wave Phase on Hydrodynamic Characteristics of Underwater Vehicle Out of Water
,”
Acta Armamentarii
,
35
(
3
), pp.
355
361
.
5.
Quan
,
X. B.
,
Yan
,
G. J.
,
Li
,
Y.
,
Kong
,
D. C.
, and
Li
,
M.
,
2014
, “
Three-Dimensional Numerical Study on the Evolution Process of Tail Bubble of Underwater Vehicle Vertical Launching
,”
J. Ship Mech.
,
18
(
7
), pp.
739
745
.
6.
Anile
,
A. M.
, and
Spinella
,
S.
,
2003
, “
Stochastic Response Surface Method and Tolerance Analysis in Microelectronics
,”
Int. J. Comput. Math. Electr. Electron. Eng.
,
22
(
2
), pp.
314
327
.
7.
Salehi
,
S.
,
Raisee
,
M.
,
Cervantes
,
M. J.
, and
Nourbakhsh
,
A.
,
2017
, “
The Effects of Inflow Uncertainties on the Characteristics of Developing Turbulent Flow in Rectangular Pipe and Asymmetric Diffuser
,”
ASME J. Fluids Eng.
,
139
(
4
), p.
041402
.
8.
Xiong
,
F. F.
,
Yang
,
S. X.
,
Liu
,
Y.
, and
Chen
,
S. S.
,
2015
,
Engineering Probabilistic Uncertainty Analysis Method
,
Science Press
,
Beijing, China
, Chap. 6.
9.
Dunn
,
M. C.
,
Shotorban
,
B.
, and
Frendi
,
A.
,
2011
, “
Uncertainty Quantification of Turbulence Model Coefficients Via Latin Hypercube Sampling Method
,”
ASME J. Fluids Eng.
,
133
(
4
), p.
041402
.
10.
Congedo
,
P. M.
,
Goncalves
,
E.
, and
Rodio
,
M. G.
,
2015
, “
About the Uncertainty Quantification of Turbulence and Cavitation Models in Cavitating Flows Simulations
,”
Eur. J. Mech. B
,
53
, pp.
190
204
.
11.
Prabhakar
,
A.
,
Fisher
,
J.
, and
Bhattacharya
,
R.
,
2010
, “
Polynomial Chaos-Based Analysis of Probabilistic Uncertainty in Hypersonic Flight Dynamics
,”
J. Guid., Control Dyn.
,
33
(
1
), pp.
222
234
.
12.
Xiu
,
D.
,
Lucor
,
D.
,
Su
,
C. H.
, and
Karniadakis
,
G. E.
,
2002
, “
Stochastic Modeling of Flow-Structure Interactions Using Generalized Polynomial Chaos
,”
ASME J. Fluids Eng.
,
124
(
1
), pp.
51
59
.
13.
Rodio
,
M. G.
,
Abgrall
,
R.
, and
Congedo
,
P. M.
,
2017
, “
Numerical Simulation of Cavitating Flows Under Uncertainty
,”
First International Seminar on Non-Ideal Compressible-Fluid Dynamics for Propulsion and Power
, Villa Monastero, Varenna, Italy, Paper No. 012009.
14.
Mazzoni
,
C. M.
,
Ahlfeld
,
R.
,
Rosic
,
B.
, and
Montomoli
,
F.
,
2018
, “
Uncertainty Quantification of Leakages in a Multistage Simulation and Comparison With Experiments
,”
ASME J. Fluids Eng.
,
140
(
2
), p.
021110
.
15.
Xiong
,
F.
,
Xiong
,
Y.
, and
Xue
,
B.
,
2015
, “
Trajectory Optimization Under Uncertainty Based on Polynomial Chaos Expansion
,”
AIAA
Paper No. 2015-1761.
16.
Patterson
,
T. N. L.
,
1968
, “
The Optimum Addition of Points to Quadrature Formulae
,”
Math. Comput.
,
22
(
104
), pp.
847
856
.
17.
Luo
,
X.
,
Yang
,
F.
,
Zeng
,
X.
,
Tao
,
J.
,
Zhu
,
H.
, and
Cai
,
W.
,
2009
, “
A Modified Nested Sparse Grid Based Adaptive Stochastic Collocation Method for Statistical Static Timing Analysis
,”
IEICE Trans. Fundam. Electron., Commun. Comput. Sci.
,
E92-A
(
12
), pp.
3024
3034
.
18.
Ma
,
G.
,
Chen
,
F.
,
Yu
,
J.
, and
Liu
,
H.
,
2018
, “
Flow Mechanism and Characteristics of Pressure-Equalizing Film Along the Surface of a Moving Underwater Vehicle
,”
ASME J. Fluids Eng.
,
140
(
4
), p.
041103
.
19.
Wiener
,
N.
,
1938
, “
The Homogeneous Chaos
,”
Am. J. Math.
,
60
(
4
), pp.
897
936
.
20.
Najm
,
H. N.
,
2009
, “
Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics
,”
Annu. Rev. Fluid Mech.
,
41
(
1
), pp.
35
52
.
21.
Zhao
,
K.
,
2014
, “
Complex Aerodynamic Optimization and Robust Design Method Based on Computational Fluid Dynamics
,” Ph.D. thesis, Northwestern Polytechnical University, Xi'an, China.
22.
Isukapalli
,
S. S.
,
Balakrishnam
,
S.
, and
Georgopoulos
,
P. G.
,
2004
, “
Computationally Efficient Uncertainty Propagation and Reduction Using the Stochastic Response Surface Method
,”
43rd IEEE Conference on Decision and Control
, Atlantis, Paradise Island, Bahamas, Dec. 14–17, pp.
2237
2243
.
23.
Xie
,
Q. M.
,
2014
, “
Study on Uncertainty of Occupant Evacuation Time in Fire Safety Design
,” Ph.D. thesis, University of Science and Technology of China, Hefei, China.
24.
Dyment
,
A.
,
1994
, “
Transient Behaviour of a Gaseous Cavity Attached to a Projectile in a Two Phase Flow
,”
Asymptotic Modelling in Fluid Mechanics
, Vol.
442
,
Springer
,
Berlin
, pp.
205
220
.
25.
Ma
,
G.
,
Chen
,
F.
,
Yu
,
J.
,
Song
,
Y.
, and
Mu
,
Z.
,
2018
, “
Effect of Pressure-Equalizing Film on Hydrodynamic Characteristics and Trajectory Stability of an Underwater Vehicle With Injection Through One or Two Rows of Venting Holes
,”
ASME J. Fluids Eng.
,
140
(
9
), p.
091103
.
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