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SIMULIA as the Optimization Leader

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Page 1: SIMULIA as the Optimization Leader

版权声明本内容均属e-works(e-works数字化企业网、武汉制信科技有限公司)

会议论坛上所获取的资料,版权归e-works及演讲人单位及个人所有,严禁任何媒体、网站、个人、或组织以任何形式或出于任何目的在未经本公司书面授权的情况下抄袭、转载、摘编、修改本会议资料内容,另本资料内容禁止上传至百度文库等任何网站。对有违反上述行为而构成的版权侵犯行为,e-works将依法追究其法律责任。

如已是e-works授权合作伙伴,应在授权范围内使用。合作伙伴申请:e-mail:[email protected] tel:02787592219/20/21-115

www.e-works.net.cn

e-works数字化企业网

武汉制信科技有限公司

Page 2: SIMULIA as the Optimization Leader

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12 SIMULIA——真实世界的虚拟仿真平台

Shaowu Gao

July, 31st, 2015

[email protected]

Page 3: SIMULIA as the Optimization Leader

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CATIA

Analysis

Abaqus

Is ight

SolidWorks

Simulation

Dymola

Geensoft

SFE

Fe-safe

Simpoe

Tosca

CAD Design

Simulation

FEA Multiphysics

Simulation

System

Simulation

Process

Integration &

Design

Optimization

Non-parametric

Optimization

Fatigue

Plastic

Molding

Conceptual

Engineering

Scalable

Realistic Simulation

For Product, Nature and Life

3DS Technologies | Building the Portfolio SIMPACK

Multi-Body

Dynamics

Uniting the

Virtual & Real

Worlds for All

Industries

Final

SolidWorks

CATIA

SIMULIA

Page 4: SIMULIA as the Optimization Leader

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12 Abaqus

Page 5: SIMULIA as the Optimization Leader

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Contact Extremely robust

Accurate

General contact capability

Extremely simple to setup

Courtesy of Alcan Mass

Transportation Systems, Zü rich

* Gholami, T., J. Lescheticky, and R. Paßmann, “Crashworthiness Simulation of Automobiles with Abaqus/Explicit,”

ABAQUS Users' Conference, Munich, 2003

Courtesy of BMW*

Page 6: SIMULIA as the Optimization Leader

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Step1:Stress at 10000 RPM Step2:Mode shape at 9728 Hz

Natural frequency including preloading effects

Final results

Steps

Advance Analysis

Page 7: SIMULIA as the Optimization Leader

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Progressive damage of fiber reinforced

composite

Delamination modeling

Crack propagation Pulling tool

Test Simulation

Damage &

Fracture

Advance Analysis

Page 8: SIMULIA as the Optimization Leader

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Connectors define rigid or deformable mechanism (i.e Ridig body motions, etc)

Flap mechanism

Spotwelds w/ failure

Landing gear mechanism w/ deformable

parts

Connectors

Advance Analysis

Page 9: SIMULIA as the Optimization Leader

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FSI

Multiphysics Analysis

Water can drop test

Butterfly valve

Heat Exchanger

Page 10: SIMULIA as the Optimization Leader

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CEL

Multiphysics Analysis

CEL -Tire hydroplaning CEL- Paste squeeze

SPH- Water Splashing of a Figurehead SPH- Bullet impact on a plate

SPH

Page 11: SIMULIA as the Optimization Leader

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Thermal Stress

Analysis

Multiphysics Analysis

Disk brake

Resistance spot welding

Coupled Thermal-Electrical-Stress Analysis

Page 12: SIMULIA as the Optimization Leader

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Incompressible pressure-based flow solver

Both Transient & Steady State

Laminar and turbulent flow.

Material properties support

o Newtonian

o Non-Newtonian

o Temperature - dependent properties

Fully parallel and Scalable solver

CFD

Multiphysics Analysis

high voltage insulator

Free inflow Porous copper

Diffuser (85 %porosity)

Page 13: SIMULIA as the Optimization Leader

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12 Isight

Page 14: SIMULIA as the Optimization Leader

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Isight的四大类设计算法库

数学规划

Pointer智能优化器

优化算法,涵盖:

数值优化

全局优化

多目标优化

能处理混合变量问题

组合优化策略

回归建模

1到4阶的响应面模型

Kringing模型

RBF 径向基神经网络

试验设计

单/全因子组合法

中心复合法

正交数组试验

拉丁方试验

优化拉丁方试验

参数试验

用户自定义表 X2

X1

质量设计

蒙特卡罗抽样

田口稳健设计

可靠性优化

6-Sigma稳健可靠性分析/优化

constrain

t Y1

综合设计方案

随机性设计方法

确定性设计方法

综合运用多种方法,改进性能、控制质量

Page 15: SIMULIA as the Optimization Leader

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Performing and Managing Simulation-Driven Design

使用Isight和Abaqus完成机翼翼尖设计的实际目标

翼尖设计的传统目标

重量轻

满足荷载工况的性能要求

考虑机翼的其他部分易于装配(考虑制造工艺)

可靠,不会失效(考虑操作,维修成本)

在所有成千的最终成品中鲁棒一致的性能表现(考虑到客户和乘客)

易于建造=易于制造,无需特殊的材料要求或过程(考虑到公司成本)

优化的真实目标是设计能够高性能,低成本,同时足够可靠和稳健

14

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飞机机翼翼尖复材优化

Objective:

Min. Tsai-Wu Failure Index (TSAIW)

Min. Number of Plys* (=> Min. Cost & Weight)

Constraint:

TSAIW < 1.0

Design Variables:

Number of Plys*: [2, 3, 4, 5]

Ply Angles: [-90, -45, -30, -15, 0, 15, 30, 45, 90] degs.

Page 17: SIMULIA as the Optimization Leader

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Graph Points Directly Linked to the Abaqus/Viewer

TSAIW TotalPlies Ply Angles (deg) Stress (ksi) Cost Weight

Baseline 1.3 2 0, 30 44 Low Low

OPT1 0.8 3 15, 15, 90 52 Low Low

OPT2 0.4 4 0, 15, 0, 90 28 Medium Medium

OPT3 0.3 5 90, 90, 15, 15, 90 19 High High

Page 18: SIMULIA as the Optimization Leader

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优化结果: 那个设计才是最优的?

Baseline [0, 30]

Tsai-Wu index > 1.0

Composite will FAIL

3 ply design [15, 15, 90]

Tsai-Wu index = 0.8

Composite will PASS

4 ply design [0, 15, 0, 90]

Tsai-Wu index = 0.4

Composite will PASS

5 ply design [90, 90, 15, 15, 90]

Tsai-Wu index = 0.3

Composite will PASS

Page 19: SIMULIA as the Optimization Leader

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Run Monte Carlo Simulation on 3 Ply Design

Variation in Ply Angles (+/- 10%)

Variation in Material Properties (+/- 10%)

Variation in Ply Thickness (+/- 10%)

Page 20: SIMULIA as the Optimization Leader

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Monte Carlo Simulation Results for 3 Ply Design

13% Probability that some designs will fail => Unreliable Design

Mean 0.83

Standard Deviation 0.15

Minimum 0.58

Maximum 1.20

Probability less than upper limit 1.0 0.87

Page 21: SIMULIA as the Optimization Leader

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Monte Carlo Simulation Results for 4 Ply Design

0% Probability that some designs will fail => Reliable Design

Mean 0.45

Standard Deviation 0.09

Minimum 0.34

Maximum 0.72

Probability less than upper limit 1.0 1.0

Page 22: SIMULIA as the Optimization Leader

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4 Ply Design is More Reliable and More Robust

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

1.1

1.2

0 10 20 30 40 50 60 70 80 90 100

Pre

ssu

reL

oad

__T

SA

IW_

_m

ax

Tsai-Wu Scatter Plot

3 P

ly D

esig

n

4 P

ly D

esig

n

Page 23: SIMULIA as the Optimization Leader

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SIMULIA Tosca Structure

SIMULIA Tosca Structure Modules

Tosca Structure.topology Tosca Structure.shape Tosca Structure.bead

Leading technology for rapid and reliable design of lightweight, rigid and durable components and systems

Modular software system for non-parametric structural optimization

Enabling topology, shape and bead optimization in combination with standard finite element solvers

Relatively simple setup as no model parameterization is necessary and existing FEA analyses input files can directly be used for

optimization

Support of all industry standard finite element solvers (ABAQUS, ANSYS, MSC NASTRAN)

Page 25: SIMULIA as the Optimization Leader

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SIMULIA Tosca Fluid

SIMULIA Tosca Fluid Modules

Tosca Fluid

Leading and unique optimization modular software system for non-parametric fluid flow optimization

Given design space and a defined flow task

Enables topology optimization with industry-standard computational fluid dynamics solvers (“CFD”)

First (and only) commercial topology optimization tool on the market for existing CFD (Fluent, STAR-CCM+)

Innovative design ideas based on a defined flow task and available design space, no initial design is necessary

Powerful graphical user interface for easy post processing and geometry generation of optimized design proposals

Design Space Optimized Design Final Result

Page 26: SIMULIA as the Optimization Leader

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Topology optimization of a transverse link at AUDI

Existing design

Design

space model

Topology optimization

Cutting splines

Redesign

Courtesy of

Page 27: SIMULIA as the Optimization Leader

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卖点

非线性

系统优化

9

A Case Study in Nonlinear Topology OptimizationA case study for nonlinear geometric effects in topology optimization

Nonlinear geometric effect is a matter!

What happened here?• As material is removed from the design domain, the

loading in the center region changes from shear dominated to bending dominated.

• The linear geometry model does not sense this change, causing it to evolve into a compression member.

Topology Design Task:Maximize structural stiffness while using only 30% of the original mass.

Prescribed displacement

Cla

mp

ed e

nd

Sym

met

ry

OptiStruct Genesis Tosca

Linear material & geometry Linear material & geometry NonLinear material & geometry

Iso-Surface Plot with 30% of Original Mass

Page 28: SIMULIA as the Optimization Leader

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卖点

非线性

系统优化

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起落架扭矩铰链 优化设置

目标:最小化应变能

约束:体积减至20%

区域:

Page 30: SIMULIA as the Optimization Leader

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起落架扭矩铰链

NON-LINEAR LINEAR

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起落架扭矩铰链

NON-LINEAR LINEAR

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< only low level fatigue loading >

< High level + low level fatigue loading >

-600

600

Over load Fatigue load

< only high level fatigue loading >

1,960

-600

Over load

Fatigue load 1,960

-600

Over load Fatigue load

We need intelligent fatigue software

• Crack initiation site may depend on the loading sequence

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You can trust fe-safe® because you can trust the

experts in fatigue

Fatigue of Welded Joints

(Seam welds, spot welds)

Fatigue of Composite Materials

(Uni-directional & woven fibres)

Thermo-Mechanical Fatigue

Creep Fatigue

Fatigue of Elastomers

In-situ Load Measurement

(Turns components into load cells)

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Bringing a plastic product to market

Simulation For Design and

Manufacturing

• Simulation for Design

• Simulation for Mold making

• Simulation for Molding

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SIMULIA Simpoe-Mold Offers Simulate the manufacturing process of plastic injected parts

Main features

SIMULIA Simpoe-Mold ENG

Target users: Part designers or Mfg. engineers

responsible for the molding process

Easy to use Ergonomic user interface

Solutions adapted to targeted users

Machine database (Exclusivity from Simpoe)

Strengths Main competitors

Main Characteristics

Benefits: Predict mold filling & knit lines, Gate location, Runner design, Refine

process conditions, & cycle time, Identify sink mark locations

Key functions: Fill, Pack,

Integrated CATIA V5 geometry interface

SIMULIA Simpoe-Mold TOOL

Target users: Mold-makers and Tooling engineers

Additional Benefits: Reduce or eliminate tooling iterations to achieve the

finished shape. Helps manufacturers optimize production processes

and minimize manufacturing costs.

Key functions: Fill, Pack, Warp, Cool

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Train

Robotics

Gear

Control

CAT(S/W) Wind turbine

Power Train

Automotive

NVH

Compressor

Tracked Vehicle

Aerospace

Aerocraft

Biology Bionics Off highway

Real time

Application Aera

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- Involute spur and helical gears

- Profile Shift Factor

- Addendum and dedendum modification

- Internal and external gears

- Backlash and friction

- Single and multiple tooth contact

- Dynamic separation distance gear wheels

SIMPACK Gearwheel:

SIMPACK Modules

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SIMPACK Engine:

Crank Train

曲轴连杆机构

Timing Mechanisms Accessory Drive

正时机构

Valve Train 配气机构 >> Complete System Behaviour !

SIMPACK Modules

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SIMPACK Automotive+: 车辆数据库、传动系、悬架、轮胎、转向系等。

SIMPACK Modules

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SIMPACK Wind 风机、叶片生成、风场模块、风载、齿轮、相关力元等。

SIMPACK Modules

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- Models for the Wheel/Rail-Contact

- Substrctures for Vehicle Models (Bogies, Vehicles, Suspensions, ...)

建模特色:

车辆子结构模型(轮对、构架、车体、悬挂、空

气弹簧等);

建模工具,如专用的铰接、力元等;

轮轨接触建模有专门的模块,建模迅速快捷准确

线路、激励、道岔模型;

时域(非线性临界速度、直线通过平稳性和曲线

通过稳定性)和频域(线性临界速度)分析;

便捷的结果输出。

- Tools to define Calculations (Time Domain, Frequency Domain) - Models for Tracks, Excitations, Switches

Overview

SIMPACK Wheel/Rail

- Tools to output result

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New & Improved… Without Sacrifice

The simulation power of Abaqus remains strong

New and easier ways to bring leading functionality to users

Easily share results broadly, and with non-expert audiences

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High Performance Visualization

Provides versatile and high-performance

postprocessing and visualization technologies

to deliver a unique 3DEXPERIENCE

From engineering visualization to life-like realistic

rendering

Leverages local and remote parallel processing

Simulation accessible by any user, on any

platform, on any environment

From rich authoring to lightweight collaboration &

navigation applications

For analysis experts to decision makers

Fuselage model (80 GB, 250 MDOF)

External flow CFD results with model rendering

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Design Analysis in CATIA V5: Portfolio

R20 onwards

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扩展了GPS 和 GAS的求解功能

包含了非线性效应 材料特征

热分析研究

高级接触

内部使用的Abaqus 技术

(not Elfini technology)

新模块: 热和非线性分析

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四大功能 决策支持

-

结果(R)

流程管理

-

场景(S)

数据管理

-

模型(M)

协同

异地协同

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从BOM获取欲分析部件

通过工具集成启动相关仿真工具

设定CAE模型

前处理结果 Mat 信息

载荷信息

分析规范

…..

通过与TDM的结合实现仿真与实验对比

PDM/PLM系统 产品数据中心

高性能计算服务器

多方案对比及数据挖掘

结果后处理及生成报告

SLM 系统

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