Nonlinear 3D FE-Stability analysis of suction pile Ralf Lampert 1 , - - PowerPoint PPT Presentation
Nonlinear 3D FE-Stability analysis of suction pile Ralf Lampert 1 , - - PowerPoint PPT Presentation
Nonlinear 3D FE-Stability analysis of suction pile Ralf Lampert 1 , Stefan Eckardt 2 , Roger Schlegel 2 , Kjetil Rognlien 3 , Frode Halvorsen 3 1) Dynardo US, Inc. San Francisco, USA; 2) Dynardo GmbH Weimar, Germany; 3) EDRMedeso AS, Norway *
Nonlinear 3D FE-Stability analysis of suction pile
Ralf Lampert1, Stefan Eckardt2, Roger Schlegel2, Kjetil Rognlien3, Frode Halvorsen3
1) Dynardo US, Inc. San Francisco, USA; 2) Dynardo GmbH Weimar, Germany; 3) EDRMedeso AS, Norway *Acknowledgments to Project Partner: TechnipFMC plc , DNV GL
Nonlinear 3D FE-Stability analysis of suction pile 3
- Founded: 2001
- More than 60 employees,
- ffices at Weimar, Vienna and
San Francisco
- Leading technology companies Daimler,
Bosch, E.ON, Nokia, Siemens, EADS are supported
Software Development
Dynardo is engineering specialist for CAE-based sensitivity analysis, optimization, robustness evaluation and robust design optimization
- project work
- support
- know how transfer / seminar
- embedded engineer
- workflow and process automation
CAE-Consulting Dynardo – dynamic software & engineering GmbH
Nonlinear 3D FE-Stability analysis of suction pile 4
Task - Stability analysis of suction pile construction
- Suction piles are anchoring structures
in the seabed.
- They are used e.g. for foundation
construction for oil & gas applications
- r wind turbines.
- For installation, an internal
underpressure is created inside the pile, so that the pipe is pulled into the seabed.
- For proof of stability of the suction pile
the soil-structure-interaction is important.
- The finite element method has
especially proven to be suitable for the simulation and verification of suction pile constructions.
Nonlinear 3D FE-Stability analysis of suction pile 5
Workflow - 3D FE-Stability analysis of suction piles
Steps for Solution with ANSYS optiSLang:
- 1. 3D ANSYS model build up for the suction pile and soil
- 2. Definition of the model & soil parameter,
Definition of the nonlinear load history (primary stress state, pore pressure state, suction procedure)
- 3. Introduction of imperfection (from Eigenvalue Buckling Analysis)
- 4. Non-linear stability analysis considering structural imperfections and
soil-structure interaction with soil (Mohr-Coulomb) material models for different load cases
- 5. Model validation & Sensitivity analysis for checking model quality and
uncertainty of boundary conditions
- 6. Proof of serviceability and stability
Nonlinear 3D FE-Stability analysis of suction pile 6
Calculation Flow in ANSYS optiSLang
Nonlinear 3D FE-Stability analysis of suction pile 7
Finite Element Model Properties
Geometry, Mesh
prefered brick mesh, 0.5 – 1 Mio DOF suction pile & soil
- deformation boundary conditions perpendicular to the surface on all
sides
- on the bottom side soil layer with uv = 0 on bottom surface
- on the top side without coupling between top plate and inner soil
boundary conditions
uvertical = 0
n Soil Layers: based on geotechnical report
Nonlinear 3D FE-Stability analysis of suction pile 8
σN RES Φ C ft
tension shear material law for joints shear and tensile failure tension shear material law for rock/concrete shear and tensile failure is a library of elasto-plastic material models, which describe the behavior of natural (rock, soil, wood) and of artificial (steel, concrete, masonry) materials for civil engineering and geotechnical applications Unique features:
- consistent elasto-plastic algorithms allowing the efficient numerical handling of multiple failure surfaces within the
framework of multi-surface plasticity
- powerful combination of different yield conditions/failure surfaces
- very realistic nonlinear material models which are based on engineering material parameters with a clear physical
meaning: e.g. friction angle, dilatancy angle, cohesion, tensile strength, compressive strength
- identification and visualization of failure mechanisms based on plastic activities
nonlinear hardening and softening behavior
ANSYS Geomechanical Toolbox
Material modeling
Nonlinear 3D FE-Stability analysis of suction pile 9
Soil structure interaction
- Modeling nonlinear soil behaviour with multisurface Mohr
Coulomb / Rankine material models
- Modeling contact joint between soil and suction pile with
nonlinear friction contact elements or anisotropic Mohr Coulomb friction model with tension cut off aproach
t RES
- s N
tan
Re
c F
N s
1
t N
f F
Nonlinear 3D FE-Stability analysis of suction pile 10
Model Check: Comparison Earthpressure
SX horizontal stresses compared with analytical calculation (TIME=1) Left: SX (global coordinates) Right: Pathplot (SX)
pathplot Layer 1: f1, r1 Layer 2: f2, r2 Layer 3: f3, r3
Nonlinear 3D FE-Stability analysis of suction pile 11
Model Check: physical plausibility for nonlinear load history
ux horizontal displacement of complete soil (cylindrical coordinate system)
Loadstep1: Gravity (t=1) Loadstep2: (suction pressure) (t=2)
Nonlinear 3D FE-Stability analysis of suction pile 12
Model Check: physical plausibility for nonlinear load history
Three positions with two elements each – one from the inside and one form the outside Left: radial stress SX right: radial displacement UX
G I K In (core) A C E Out (soil)
x(analytical)=k0·r·g·z=~8000Pa x(analytical)= ~3800Pa
Nonlinear 3D FE-Stability analysis of suction pile 13
Model Check: parameter studies for inner soil
For conservative calculation we reduced the strength (inner friction angle) and stiffness (G, E) of the inner soil (to avoid unrealistic „container effect“ for inner soil). Although a range of 30-35° for friction angle F in geotechnical report is given, we investigated a reduction up to a F of 0°. This decrease is a result of the inner suction pressure, which will generate a perfusion of the soil and therefore loosen the soil . This leads to following parameters and their ranges for a given cohesion:
- friction angle Fcore (inner soil):
0-30°
- density rcore (inner soil):
0-50% reduction
- young’s modulus Ecore (inner soil):
values corresponding to F
- poisson ration ncore (inner soil):
values corresponding to F
Nonlinear 3D FE-Stability analysis of suction pile 14
Model Check: parameter studies for inner soil
1) considering a
chosen imperfection
Load vs. ux displacement (cylindrical coordinate system):
Overview of some Calculations: Load-Displacement (ux – radial displacement) This figure shows the ux radial displacements of the suction pile at the point of its largest deflection. Blue line depicts the reference calculation (nonlinear spring model) reducing r reducing f, n (additionally) Point of Failure start design without reduction of inner soil
Nonlinear 3D FE-Stability analysis of suction pile 15
Mesh sensitivity: on the DNV GL simplified plane strain model test
𝜏𝑜𝑝𝑠𝑛𝑏𝑚 = 5.14 𝑡𝑣
Nonlinear 3D FE-Stability analysis of suction pile 16
Mesh sensitivity: on the DNVGL simplified plane strain model test
skirt
Nonlinear 3D FE-Stability analysis of suction pile 17
Mesh sensitivity: on the DNVGL simplified plane strain model test
𝜏𝑜𝑝𝑠𝑛𝑏𝑚 = 5.14 𝑡𝑣
total displacements USUM (m) plastic strains EPPLEQV volumetric elastic strains EPEL VOL
Nonlinear 3D FE-Stability analysis of suction pile 18
Practical project application – Johan Sverdrup oil field
A quarter-model of the a full ITS (Integrated Template Structure) assembly used in the analyses. The surrounding soil is modelled with a width of 14x14m and a depth of 2m below the suction pile’s tip.
Nonlinear 3D FE-Stability analysis of suction pile 19
Practical project application – Johan Sverdrup oil field
Buckling mode von Mises Stresses radial displacement equivalent plastic strain
Results at structural collapse
Nonlinear 3D FE-Stability analysis of suction pile 20
Practical project application – Johan Sverdrup oil field
pressure displacement (m)
0,0 0,5 1,0 1,5 2,0 2,5 3,0 Soil Spring Stifness – Layer 1
Old Spring – Oval NewSpring – 6 Waves New – Springs for 6 waves – Mod 1.5 New – Springs for 6 waves – Mod 2 Continuum Model
162% 100%
Nonlinear 3D FE-Stability analysis of suction pile 21
ANSYS optiSLang – variation analysis
Nonlinear 3D FE-Stability analysis of suction pile 22
- is a general purpose tool for variation analysis
using CAE-based design sets and/or data sets for the purpose of
- sensitivity analysis
- design/data exploration
- calibration of virtual models to tests
- optimization of product performance
- quantification of product robustness and reliability
- Robust Design Optimization and Design for Six Sigma
serves arbitrary CAX tools with support of process integration process automation workflow generation
Excellence of
Nonlinear 3D FE-Stability analysis of suction pile 23
Design Improvement
Optimize design performance
Design Quality
Ensure design robustness and reliability
Design Quality
Ensure design robustness and reliability
Model Calibration
Identify important model parameter for the best fit between simulation and measurement
Model Calibration
Identify important model parameter for the best fit between simulation and measurement
Design Understanding
Investigate parameter sensitivities, reduce complexity and generate best possible meta models
Design Understanding
Investigate parameter sensitivities, reduce complexity and generate best possible meta models
CAE-Data Measurement Data Robust Design
Design Improvement
Optimize design performance
RDO – Robust Design Optimization
Nonlinear 3D FE-Stability analysis of suction pile 24
ANSYS optiSLang – sensitivity analysis & optimization
- 4. Show and explain the best design
- 1. Start with a sensitivity study using the LHS
Sampling
- 3. Define the objective function
Run an ARSM, gradient based or biological based optimization Algorithms Understand the Problem using CoP/MoP Search for Optima Scan the whole Design Space
- 2. Identify the important parameters and responses,
understand the problem, reduce the problem
Nonlinear 3D FE-Stability analysis of suction pile 25
ANSYS optiSLang – model calibration / parameter identification
1) FE-modeling / model validation
- check model size,
- check model plausibility with reference analyses
- check describtion of the basic physical
phenomenon
2) Sensitivity Analysis – Scan the Design Space (LHS)
- identify sensitive parameters and
responses
- check the variation responses
versus measurements
- reduce parameter space & extract
start values for optimization
R3 R2 R1
3) Optimization – find the best fit
- define the right objective function
- choose an optimizer depending on the sensitive
- ptimization parameter dimension/type
MOP
Nonlinear 3D FE-Stability analysis of suction pile 26
ANSYS optiSLang – robustness & reliability analysis
- 1. Define the robustness space using
scatter range, distribution and correlation
- 3. Check the variation interval
- 4. Build MOP
, identify the most important scattering variables
- 5. Reliability Analysis
Define Limite state function, choose right algorithms
- 2. Scan the robustness space by producing
and evaluating n (100) Designs
Robustness Analysis
Nonlinear 3D FE-Stability analysis of suction pile 27
Summary
Design and optimization of suction pile construction with ANSYS optiSLang:
- 1. Build the parametrized 3D ANSYS model for the suction pile and soil
- 2. Definition of the model & soil parameter,
Definition of the nonlinear load history (primary stress state, pore pressure state, suction procedure)
- 3. Introduction of imperfection (from Eigenvalue Buckling Analysis)
- 4. Non-linear stability analysis considering structural imperfections and soil-
structure interaction with soil (Mohr-Coulomb) material models for different load cases
- 5. Sensitivity analysis for checking model quality and uncertainty of boundary
conditions
- 6. Optimization of the suction pile construction for minimal costs with sufficient
stability
- 7. Proof of serviceability and robustness
Nonlinear 3D FE-Stability analysis of suction pile 28
Thank you for your attention.
For more information please visit our homepage www.dynardo.de