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{{Short description|Use of software for engineering design and analysis}}
{{Multiple issues|
{{Refimprove|date=February 2009}}
{{Essay-like|date=October 2019}}
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[[File:Plasticity.jpg|thumb|Nonlinear static analysis of a 3D structure subjected to plastic deformations]]
[[File:Plasticity.jpg|thumb|Nonlinear static analysis of a 3D structure subjected to plastic deformations]]


'''Computer-aided engineering''' ('''CAE''') is the broad usage of [[computer software]] to aid in [[engineering]] analysis tasks. It includes {{nowrap|[[Finite Element Analysis]] (FEA)}}, {{nowrap|[[Computational Fluid Dynamics]] (CFD)}}, {{nowrap|[[Multibody dynamics]] (MBD)}}, and [[optimization]].
'''Computer-aided engineering''' ('''CAE''') is the general usage of technology to aid in tasks related to engineering analysis. Any use of technology to solve or assist engineering issues falls under this umbrella.


== Overview ==
== Overview ==
Following alongside the consistent improvement in computer graphics and speed, computer aid assists engineers with once complicated and time consuming tasks with the input of information and a press of a button.
[[Software]] tools that have been developed to support these activities are considered CAE tools. CAE tools are being used, for example, to analyze the robustness and performance of components and assemblies. The term encompasses simulation, [[verification and validation|validation]], and [[Process optimization|optimization]] of products and manufacturing tools. In the future, CAE systems will be major providers of information to help support design teams in decision making.


It includes [[finite element method]] or analysis (FEA), [[computational fluid dynamics]] (CFD), [[multibody dynamics]] (MBD), durability and optimization. It is included with [[computer-aided design]] (CAD) and [[computer-aided manufacturing]] (CAM) in a collective term and abbreviation [[computer-aided technologies]] (CAx).
In regard to [[information network]]s, CAE systems are individually considered a single [[node (networking)|node]] on a total information network and each node may interact with other nodes on the network.


The term CAE has been used to describe the use of computer technology within engineering in a broader sense than just engineering analysis. It was in this context that the term was coined by Jason Lemon, founder of Structural Dynamics Research Corporation ([[SDRC]]) in the late 1970s. However, this definition is better known today by the terms CAx and [[product lifecycle]] management (PLM).<ref>{{cite web|last1=Marks|first1=Peter|title=2007: In Remembrance of Dr. Jason A. Lemon, CAE pioneer|url=http://gfxspeak.com/2011/07/08/in-remembrance-of-dr-jason-a-lemon-cae-pioneer/|website=gfxspeak.com|access-date=2 July 2011}}</ref>
CAE systems can provide support to businesses. This is achieved by the use of reference architectures and their ability to place information views on the business process. Reference architecture is the basis from which information model, especially product and manufacturing models.


CAE systems are individually considered a single [[node (networking)|node]] on a total information network and each node may interact with other nodes on the network.
The term CAE has also been used by some in the past to describe the use of computer technology within engineering in a broader sense than just engineering analysis. It was in this context that the term was coined by [[Jason Lemon]], founder of [[SDRC]] in the late 1970s. This definition is however better known today by the terms [[CAx]] and [[Product Lifecycle Management|PLM]].{{citation needed |date= August 2011}}


== CAE fields and phases ==
== CAE fields and phases ==
CAE areas covered include:
CAE areas covered include:
*[[Stress analysis]] on components and assemblies using FEA ([[Finite Element Analysis]]);
*[[Stress analysis]] on components and assemblies using finite element analysis (FEA);
*Thermal and fluid flow analysis [[Computational fluid dynamics]] (CFD);
*Thermal and fluid flow analysis computational fluid dynamics (CFD);
*[[Multibody dynamics]] (MBD) & [[Kinematics]];
*Multibody dynamics (MBD) and [[kinematics]];
*Analysis tools for process simulation for operations such as [[casting]], [[molding (process)|molding]], and die press forming.
*Analysis tools for process simulation for operations such as [[casting]], [[molding (process)|molding]], and die press forming;
*[[Multidisciplinary design optimization|Optimization]] of the product or process.
*[[Multidisciplinary design optimization|Optimization]] of the product or process.
*Safety analysis of postulate [[loss-of-coolant accident]] in [[nuclear reactor]] using realistic thermal-hydraulics code.


In general, there are three phases in any computer-aided engineering task:
In general, there are three phases in any computer-aided engineering task:
*Pre-processing &ndash; defining the model and environmental factors to be applied to it. (typically a finite element model, but facet, [[voxel]] and thin sheet methods are also used)
*Pre-processing &ndash; defining the model and environmental factors to be applied to it (typically a finite element model, but facet, [[voxel]], and thin sheet methods are also used);
*Analysis solver (usually performed on high powered computers)
*Analysis solver (usually performed on high powered computers);
*Post-processing of results (using visualization tools)
*Post-processing of results (using visualization tools).

This cycle is iterated, often many times, either manually or with the use of [[Multidisciplinary_design_optimization#Commercial_MDO_Tools|commercial optimization software]].
This cycle is iterated, often many times, either manually or with the use of [[Multidisciplinary design optimization#Commercial MDO Tools|commercial optimization software]].


==CAE in the automotive industry==
==CAE in the automotive industry==
CAE tools are very widely used in the [[automotive industry]]. In fact, their use has enabled the automakers to reduce product development cost and time while improving the safety, comfort, and durability of the vehicles they produce. The predictive capability of CAE tools has progressed to the point where much of the design verification is now done using computer simulations rather than physical [[prototype]] testing. CAE dependability is based upon all proper assumptions as inputs and must identify critical inputs (BJ). Even though there have been many advances in CAE, and it is widely used in the engineering field, physical testing is still used as a final confirmation for subsystems due to the fact that CAE cannot predict all variables in complex assemblies (i.e. metal stretch, thinning).
CAE tools are widely used in the [[automotive industry]]. Their use has enabled automakers to reduce product development costs and time while improving the safety, comfort, and durability of the vehicles they produce. The predictive capability of CAE tools has progressed to the point where much of the design verification is done using computer simulations (diagnosis) rather than physical [[prototype]] testing. CAE dependability is based upon all proper assumptions as inputs and must identify critical inputs (BJ). Even though there have been many advances in CAE, and it is widely used in the engineering field, physical testing is still a must. It is used for verification and [[Finite element updating|model updating]], to accurately define loads and boundary conditions, and for final prototype sign-off.

==The future of CAE in the product development process==
Even though CAE has built a strong reputation as a verification, troubleshooting and analysis tool, there is still a perception that sufficiently accurate results come rather late in the [[design cycle]] to really drive the design. This can be expected to become a problem as modern products become ever more complex. They include [[smart system]]s, which leads to an increased need for multi-physics analysis including [[Control System|controls]], and contain new lightweight materials, with which engineers are often less familiar.
CAE software companies and manufacturers are constantly looking for tools and process improvements to change this situation.

On the software side, they are constantly looking to develop more powerful solvers, to better utilize computer resources, and to include engineering knowledge in pre and post-processing. On the process side, they try to achieve a better alignment between 3D CAE, 1D system simulation, and physical testing. This should increase modeling realism and calculation speed.

CAE software companies and manufacturers try to better integrate CAE in the overall [[Product lifecycle|product lifecycle management]]. In this way they can connect product design with product use, which is needed for smart products. This enhanced engineering process is also referred to as [[predictive engineering analytics]].<ref>{{cite journal|last1=Van der Auweraer|first1=Herman|last2=Anthonis|first2=Jan|last3=De Bruyne|first3=Stijn|last4=Leuridan|first4=Jan|title=Virtual engineering at work: the challenges for designing mechatronic products|journal=Engineering with Computers|date=2012|volume=29|issue=3|pages=389–408|doi=10.1007/s00366-012-0286-6|doi-access=free}}</ref><ref>{{cite journal|last1=Seong Wook Cho|last2=Seung Wook Kim|last3=Jin-Pyo Park|last4=Sang Wook Yang|last5=Young Choi|title=Engineering collaboration framework with CAE analysis data|journal=International Journal of Precision Engineering and Manufacturing|date=2011|volume=12}}</ref>


==See also==
==See also==
{{cmn|
* [[Multiphysics simulation]]
* [[List of finite element software packages]]
* [[Computer representation of surfaces]]
* [[Computer representation of surfaces]]
* [[Finite element analysis]] (FEA/FEM)
* [[Computational fluid dynamics]] (CFD)
* [[Computational electromagnetics]] (CEM)
* [[Computational electromagnetics]] (CEM)
* [[Multibody dynamics]] (MBD)
* [[Electronic design automation]] (EDA)
* [[Electronic design automation]] (EDA)
* [[Mechanical design automation]] (MDA)
* [[Applied element analysis]] (AEA/AEM)
* [[Multidisciplinary design optimization]] (MDO)
* [[Multidisciplinary design optimization]] (MDO)
* [[Comparison of CAD editors for CAE]]
* [[Comparison of CAD editors for CAE]]
* [[Virtual prototyping]]
* [[Finite element updating]]
* [[Predictive engineering analytics]]
* [[VE-Suite]]
* [[List of computer-aided engineering software]]
}}


== References ==
== References ==
{{reflist}}
{{reflist
<!--
{{Refimprove|date=February 2009}}
|refs=

<ref name=saracoglu>{{cite book|doi=10.1109/PICMET.2006.296739
| chapter = Identification of Technology Performance Criteria for CAD/CAM/CAE/CIM/CAL in Shipbuilding Industry
| last = Saracoglu
| first = B. O.
| year = 2006
| title = 2006 Technology Management for the Global Future - PICMET 2006 Conference
| pages = 1635–1646
| isbn = 1-890843-14-8
| s2cid = 23963474
}}</ref>
-->
}}


== Further reading ==
== Further reading ==
{{refbegin}}
* B. Raphael and I.F.C. Smith (2003).'' Fundamentals of computer aided engineering.'' John Wiley. ISBN 978-0-471-48715-9.
* B. Raphael and I.F.C. Smith (2003).'' Fundamentals of computer aided engineering.'' John Wiley. {{ISBN|978-0-471-48715-9}}.
{{refend}}


== External links ==
== External links ==
{{Commons category|Computer Aided Engineering (CAE)}}
{{Commons category|Computer-aided engineering}}
* [http://functionbay.de/en/why-multibody-dynamics.html Why do we need a CAE Software or Numerical Simulations?]
* [https://web.archive.org/web/20141021080603/http://www.functionbay.de/why-multibody-dynamics-simulation.html Why do we need a CAE Software or Numerical Simulations?]
* [http://caejournal.com Computer Aided Engineering Journal] (FEA, CAD, ...)
* [http://caejournal.com Computer Aided Engineering Journal WP:LINKROT] (FEA, CAD, ...)
* [http://www.iospress.nl/journal/integrated-computer-aided-engineering Integrated Computer Aided Engineering Journal]
* [http://www.iospress.nl/journal/integrated-computer-aided-engineering Integrated Computer Aided Engineering Journal]
* [http://www.eng.fea.ru/ANSYS_LSDYNA_AviGallery.html CAE AVI-gallery at CompMechLab site, Russia]
* [https://web.archive.org/web/20090127050052/http://eng.fea.ru/ANSYS_LSDYNA_AviGallery.html CAE AVI-gallery at CompMechLab site, Russia]
* [http://www.wiley.com/bw/journal.asp?ref=1093-9687 Computer-Aided Civil and Infrastructure Engineering]
* [http://www.wiley.com/bw/journal.asp?ref=1093-9687 Computer-Aided Civil and Infrastructure Engineering]
* [https://www.plm.automation.siemens.com/en_us/plm/predictive-engineering-analytics.shtml Predictive engineering analytics]


{{Metalworking navbox|machopen}}
{{Technology}}
{{CAE software}}
{{CAE software}}
{{Metalworking navbox|machopen}}
{{Engineering fields}}
{{Authority control}}


[[Category:Computer-aided engineering software]]
[[Category:Computer-aided engineering| ]]
[[Category:Computer-aided engineering| ]]
[[Category:Product lifecycle management]]
[[Category:Product lifecycle management]]
[[Category:Engineering disciplines]]

Latest revision as of 14:18, 10 January 2025

Nonlinear static analysis of a 3D structure subjected to plastic deformations

Computer-aided engineering (CAE) is the general usage of technology to aid in tasks related to engineering analysis. Any use of technology to solve or assist engineering issues falls under this umbrella.

Overview

[edit]

Following alongside the consistent improvement in computer graphics and speed, computer aid assists engineers with once complicated and time consuming tasks with the input of information and a press of a button.

It includes finite element method or analysis (FEA), computational fluid dynamics (CFD), multibody dynamics (MBD), durability and optimization. It is included with computer-aided design (CAD) and computer-aided manufacturing (CAM) in a collective term and abbreviation computer-aided technologies (CAx).

The term CAE has been used to describe the use of computer technology within engineering in a broader sense than just engineering analysis. It was in this context that the term was coined by Jason Lemon, founder of Structural Dynamics Research Corporation (SDRC) in the late 1970s. However, this definition is better known today by the terms CAx and product lifecycle management (PLM).[1]

CAE systems are individually considered a single node on a total information network and each node may interact with other nodes on the network.

CAE fields and phases

[edit]

CAE areas covered include:

  • Stress analysis on components and assemblies using finite element analysis (FEA);
  • Thermal and fluid flow analysis computational fluid dynamics (CFD);
  • Multibody dynamics (MBD) and kinematics;
  • Analysis tools for process simulation for operations such as casting, molding, and die press forming;
  • Optimization of the product or process.

In general, there are three phases in any computer-aided engineering task:

  • Pre-processing – defining the model and environmental factors to be applied to it (typically a finite element model, but facet, voxel, and thin sheet methods are also used);
  • Analysis solver (usually performed on high powered computers);
  • Post-processing of results (using visualization tools).

This cycle is iterated, often many times, either manually or with the use of commercial optimization software.

CAE in the automotive industry

[edit]

CAE tools are widely used in the automotive industry. Their use has enabled automakers to reduce product development costs and time while improving the safety, comfort, and durability of the vehicles they produce. The predictive capability of CAE tools has progressed to the point where much of the design verification is done using computer simulations (diagnosis) rather than physical prototype testing. CAE dependability is based upon all proper assumptions as inputs and must identify critical inputs (BJ). Even though there have been many advances in CAE, and it is widely used in the engineering field, physical testing is still a must. It is used for verification and model updating, to accurately define loads and boundary conditions, and for final prototype sign-off.

The future of CAE in the product development process

[edit]

Even though CAE has built a strong reputation as a verification, troubleshooting and analysis tool, there is still a perception that sufficiently accurate results come rather late in the design cycle to really drive the design. This can be expected to become a problem as modern products become ever more complex. They include smart systems, which leads to an increased need for multi-physics analysis including controls, and contain new lightweight materials, with which engineers are often less familiar. CAE software companies and manufacturers are constantly looking for tools and process improvements to change this situation.

On the software side, they are constantly looking to develop more powerful solvers, to better utilize computer resources, and to include engineering knowledge in pre and post-processing. On the process side, they try to achieve a better alignment between 3D CAE, 1D system simulation, and physical testing. This should increase modeling realism and calculation speed.

CAE software companies and manufacturers try to better integrate CAE in the overall product lifecycle management. In this way they can connect product design with product use, which is needed for smart products. This enhanced engineering process is also referred to as predictive engineering analytics.[2][3]

See also

[edit]

References

[edit]
  1. ^ Marks, Peter. "2007: In Remembrance of Dr. Jason A. Lemon, CAE pioneer". gfxspeak.com. Retrieved 2 July 2011.
  2. ^ Van der Auweraer, Herman; Anthonis, Jan; De Bruyne, Stijn; Leuridan, Jan (2012). "Virtual engineering at work: the challenges for designing mechatronic products". Engineering with Computers. 29 (3): 389–408. doi:10.1007/s00366-012-0286-6.
  3. ^ Seong Wook Cho; Seung Wook Kim; Jin-Pyo Park; Sang Wook Yang; Young Choi (2011). "Engineering collaboration framework with CAE analysis data". International Journal of Precision Engineering and Manufacturing. 12.

Further reading

[edit]
  • B. Raphael and I.F.C. Smith (2003). Fundamentals of computer aided engineering. John Wiley. ISBN 978-0-471-48715-9.
[edit]