This work studies the practicality of using finite-time Lyapunov exponents (FTLEs) to detect the inception of parametric resonance for vessels operating in irregular longitudinal seas. Parametrically excited roll motion is modeled as a single-degree-of-freedom system, with nonlinear damping and restoring terms. FTLEs are numerically calculated at every integration time step. Using this numerical model of parametric roll and through tracking trends in the FTLE time series behavior, warnings of parametric roll are identified. This work serves as a proof of concept of the FTLE technique’s viability in detecting parametric resonance. The ultimate aim of the research contained in this paper, along with future work, is the development of a real-time, onboard aid to warn of impending danger allowing for avoidance of severe, even catastrophic, vessel instabilities.

1.
Spyrou
,
K.
, 2004, “
Criteria for Parametric Rolling?
” 7th International Ship Stability Workshop.
2.
American Bureau of Shipping
, 2004, “
Guide for the Assessment of Parametric Roll Resonance in the Design of Container Carriers
,” American Bureau of Shipping.
3.
France
,
W. N.
,
Levadou
,
M.
,
Treakle
,
T. W.
,
Paulling
,
J. R.
,
Michel
,
R. K.
, and
Moore
,
C.
, 2003, “
An Investigation of Head-Sea Parametric Rolling and Its Influence on Container Lashing Systems
,”
Marine Technology
,
40
(
1
), pp.
1
19
.
4.
IMO Document SLF47/INF.5, 2004, “
Recordings of Head Sea Parametric Rolling on a PCTC
,” June 10, submitted by Sweden.
5.
Roenbeck
,
R. G.
, 2003, “
Containership Losses Due to Head-Sea Parametric Rolling: Implications for Cargo Insurers
,” International Union of Marine Insurance Conference.
6.
Presentation of Mega Container Carrier: Korean Yard Now Accepting Orders
, http://www.gl-group.com/news/archiv/2005/278_8918.htmhttp://www.gl-group.com/news/archiv/2005/278_8918.htm, Hamburg, 30 September 2005.
7.
Hashimoto
,
H.
,
Matsuda
,
A.
, and
Umeda
,
N.
, 2005, “
Model Experiment on Parametric Roll of a Post-Panamax Container Ship in Short-Crested Irregular Seas
,”
Conference Proc., of Japan Society of Naval Architects and Ocean Engineers
, Vol.
1
, pp.
71
74
.
8.
Bulian
,
G.
, 2006, “
Development of Analytical Nonlinear Models for Parametric Roll and Hydrostatic Restoring Variations in Regular and Irregular Waves
,” Ph.D. thesis, Department of Naval Architecture, Ocean and Environmental Engineering (DINMA), University of Trieste.
9.
Nayfeh
,
A.
, and
Mook
,
D.
, 1979,
Nonlinear Oscillations
,
Wiley
, New York.
10.
IMO MSC/Circ.1023 and MEPC/Circ.392, 2002, “
Guidelines for Formal Safety Assessment (FSA) for Use in the IMO Rule-Making Process
,” April 5.
11.
Ryrfeldt
,
A.
, 2004, “
A Study on the Influence of Ship Roll Characteristics on the Risk of Cargo Shifting
,”
Marine Technology
,
41
(
2
), pp.
51
59
.
12.
Papoulias
,
F. A.
, 1987, “
Dynamic Analysis of Mooring Systems
,” Ph.D. thesis, Department of Naval Architecture and Marine Engineering, University of Michigan, Ann Arbor.
13.
Falzarano
,
J. M.
, 1990, “
Predicting Complicated Dynamics Leading to Vessel Capsizing
,” Ph.D. thesis, University of Michigan.
14.
Arnold
,
L.
,
Chueshov
,
I.
, and
Ochs
,
G.
, 2003, “
Stability and Capsizing of Ships in Random Sea: A Survey
,” Tech. Report No. 464, Universität Bremen Institut für Dynamicsche Systeme.
15.
Murashige
,
S.
, and
Aihara
,
K.
, 1998, “
Coexistence of Periodic Roll Motion and Chaotic One in a Forced Flooded Ship
,”
Int. J. Bifurcation Chaos Appl. Sci. Eng.
0218-1274,
8
(
3
), pp.
619
626
.
16.
Murashige
,
S.
, and
Aihara
,
K.
, 1998, “
Experimental Study on Chaotic Motion of a Flooded Ship in Waves
,”
Proc. R. Soc. London, Ser. A
1364-5021,
454
, pp.
2537
2553
.
17.
Murashige
,
S.
,
Yamada
,
T.
, and
Aihara
,
K.
, 2000, “
Nonlinear Analyses of Roll Motion of a Flooded Ship in Waves
,”
Proc. R. Soc. London, Ser. A
1364-5021,
358
, pp.
1793
1812
.
18.
Spyrou
,
K.
, 1996, “
Homoclinic Connections and Period Doublings of a Ship Advancing in Quartering Waves
,”
Chaos
1054-1500,
6
(
2
), pp.
209
218
.
19.
McCue
,
L. S.
, and
Troesch
,
A. W.
, 2004, “
Use of Lyapunov Exponents to Predict Chaotic Vessel Motions
,” 7th International Ship Stability Workshop.
20.
McCue
,
L. S.
,
Belknap
,
W.
, and
Campbell
,
B.
, 2005, “
Reconciling Experimental and Numerical Data: Techniques of Nonlinear Seakeeping Code Validation
,” 8th International Ship Stability Workshop.
21.
McCue
,
L. S.
, 2005, “
Applications of Finite-Time Lyapunov Exponents to the Study of Capsize in Beam Seas
,” 8th International Ship Stability Workshop.
22.
McCue
,
L. S.
, and
Troesch
,
A. W.
, 2006, “
A Combined Numerical-Empirical Method to Calculate Finite Time Lyapunov Exponents From Experimental Time Series With Application to Vessel Capsizing
,”
Ocean Eng.
0029-8018,
33
(
13
), pp.
1796
1813
.
23.
Umeda
,
N.
,
Hashimoto
,
H.
,
Vassalos
,
D.
,
Urano
,
S.
, and
Okou
,
K.
, 2003, “
Nonlinear Dynamics on Parametric Roll Resonance With Realistic Numerical Modelling
,” 8th International Conference on Stability of Ships and Ocean Vehicles (STAB2003), pp.
281
290
.
24.
Spyrou
,
K.
, 2000, “
Designing Against Parametric Instability in Following Seas
,”
Ocean Eng.
0029-8018,
27
, pp.
625
653
.
25.
Bulian
,
G.
,
Lugni
,
C.
, and
Francescutto
,
A.
, 2004, “
A Contribution on the Problem of Practical Ergodicity of Parametric Roll in Longitudinal Long Crested Irregular Sea
,” 7th International Ship Stability Workshop, pp.
101
117
.
26.
Neves
,
M.
, and
Rodriguez
,
C.
, 2004, “
Limits of Stability of Ships Subjected to Strong Parametric Excitation in Longitudinal Waves
,” 2nd International Maritime Conference on Design for Safety, pp.
161
167
.
27.
Bulian
,
G.
,
Francescutto
,
A.
, and
Lugni
,
C.
, 2006, “
Theoretical, Numerical and Experimental Study on the Problem of Ergodicity and ‘Practical Ergodicity’ With an Application to Parametric Roll in Longitudinal Long Crested Irregular Sea
,”
Ocean Eng.
0029-8018,
33
(
8-9
), pp.
1007
1043
.
28.
Grim
,
O.
, 1961, “
Beitrag zu dem problem der sicherheit des schiffes im seegang
,”
Schiff und Hafen
,
6
(
6
), pp.
490
497
.
29.
Francescutto
,
A.
, 2002, “
Theoretical Study of the Roll Motion in Longitudinal Waves
,” Tech. Report Department of Naval Architecture, Ocean and Environmental Engineering (DINMA), University of Trieste (in Italian).
30.
Francescutto
,
A.
, and
Bulian
,
G.
, 2003, “
Theoretical Study of the Roll Motion of a Ship in Irregular Longitudinal Waves: Parts I and II
.” Tech. Report, Department of Naval Architecture, Ocean and Environmental Engineering (DINMA), University of Trieste, Feb. (in Italian).
31.
Bulian
,
G.
,
Francescutto
,
A.
, and
Lugni
,
C.
, 2004, “
On the Nonlinear Modeling of Parametric Rolling in Regular and Irregular Waves
,”
Int. Shipbuild. Prog.
0020-868X,
51
(
2/3
), pp.
173
203
.
32.
Glass
,
L.
, and
Mackey
,
M.
, 1988,
From Clocks to Chaos
,
Princeton University Press
, Princeton, NJ.
33.
Eckhardt
,
B.
, and
Yao
,
D.
, 1993, “
Local Lyapunov Exponents in Chaotic Systems
,”
Physica D
0167-2789,
65
, pp.
100
108
.
34.
Falkovich
,
G.
, and
Fouxon
,
A.
, 2004, “
Entropy Production and Extraction in Dynamical Systems and Turbulence
,”
New J. Phys.
1367-2630,
6
(
50
), pp.
1
11
.
35.
Wolf
,
A.
,
Swift
,
J.
,
Swinney
,
H.
, and
Vastano
,
J.
, 1985, “
Determining Lyapunov Exponents From a Time Series
,”
Physica D
0167-2789,
16
, pp.
285
317
.
36.
Hartl
,
M.
, 2003, “
Lyapunov Exponents in Constrained and Unconstrained Ordinary Differential Equations
,” http://arxiv.org/abs/physics/0303077http://arxiv.org/abs/physics/0303077
37.
McCue
,
L. S.
, and
Bassler
,
C.
, 2005, “
An Alternative Quiescence Detection Method for Sea-Based Aviation Operations
,” ASNE’s Launch and Recovery of Manned and Unmanned Vehicles From Surface Platforms: Current and Future Trends Symposium, presentation only.
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