All Things ANSYS 034 – Celebrating 25 Years of ANSYS Simulation: Changes In The Last Quarter Century & Where The Future Will Take Us

 

Published on: April 8th, 2019
With: Eric Miller, Ted Harris, Tom Chadwick, Sina Ghods, & Alex Grishin
Description:  

In this episode your host and Co-Founder of PADT, Eric Miller is joined by PADT’s Ted Harris, Tom Chadwick, Sina Ghods, and Alex Grishin, for a round-table discussion on their experience and history with simulation, including what has changed since they started using it and what they’re most impressed and excited by, followed by some prediction and discussion on what the future may hold for the world of numerical simulation.

Thank you again for those of you who have made the past 25 years something to remember, and to those of you who have come to know PADT more recently, we look forward to what the next 25 will bring.

If you have any questions, comments, or would like to suggest a topic for the next episode, shoot us an email at podcast@padtinc.com we would love to hear from you!

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All Things ANSYS 031 – Experience the Power of Simulation on the Cloud

 

Published on: February 25th, 2019
With: Eric Miller, Sina Ghods, & Judd Kaiser
Description:  

In this episode your host and Co-Founder of PADT, Eric Miller is joined by Sina Ghods from the Simulation Support Team and Judd Kaiser of ANSYS Inc. for a discussion on the latest offering from ANSYS: ANSYS Cloud; a tool that allows you to take advantage of the speed and computing power of ANSYS simulation products, all without the need for expensive hardware. Listen as they discuss the various capabilities and applications for this new tool and share their excitement about what impact this will have on the world of engineering.

Want to learn more about what to expect in ANSYS Cloud? Check out PADT’s webinar covering everything you need to know about the tool’s latest update.

Watch here: https://bit.ly/2U7blzj

If you have any questions, comments, or would like to suggest a topic for the next episode, shoot us an email at podcast@padtinc.com we would love to hear from you!

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Introducing ANSYS Cloud Compute – Webinar

Engineering simulation has long been constrained by fixed computing resources available on a desktop or cluster. Today, however, cloud computing can deliver the on-demand, high performance computing (HPC) capacity required for faster high-fidelity results offering greater performance insight.

ANSYS Cloud delivers the speed, power and compute capacity of cloud computing directly to your desktop — when and where you need it. You can run larger, more complex and more accurate simulations to gain more insight into your product — or you can evaluate more design variations to find the optimal design without long hardware/software procurement and deployment delays.

Join PADT’s Application & Simulation Support Engineer Sina Ghods for a look at how ANSYS is working to drive adoption by providing users a ready to use cloud service that offers: 

  • Reduced Turnaround Time
  • More Accurate Results
  • Access to More Complex/Larger Models
  • Secure Workflows
  • And Much More
Register Here

If this is your first time registering for one of our Bright Talk webinars, simply click the link and fill out the attached form. We promise that the information you provide will only be shared with those promoting the event (PADT).

You will only have to do this once! For all future webinars, you can simply click the link, add the reminder to your calendar and you’re good to go!

PADT & Nimbix FAQ

You asked, and we answered. Below find a list of answers to commonly asked questions regarding the capabilities of Nimbix and it’s applications for ANSYS simulation software.

If you have additional questions you can email us at info@padtinc.com, or view a recording of our recent webinar on the benefit of using Nimbix when it comes to running simulation on the cloud:

Nimbix FAQ

  • Does NIMBIX comply with NIST 800-171/800-53 requirements
    1. NIMBIX is currently working on NIST compliance as we speak and are hoping to complete this very soon
  • What is the maximum core count?
    1. Customers using NIMBIX has access to thousands of cores. There are customers using 500 cores, 1000 cores and even more.
  • Does Nimbix provide any details of solving performance or hardware performance after a solution?
    1. What’s great about Nimbix is that you have complete access to the typical ANSYS performance/hardware outputs that all the solvers provide. In addition NIMBIX provides access to time/cost for the machines themselves
  • Any try before you buy arrangement to try it out?
    1. Please contact us at info@padtinc.com if you have any questions or if you’d like to see Nimbix in more details
  • My companies QA program requires verification of software installation. Can Nimbix run the workbench/ANSYS test suite?
    1. Nimbix is able to run a variety of benchmarks to validate and verify ANSYS
  • Maybe just a general question…any idea which solvers use GPUs?
    1. The Mechanical solver utilizes GPU extensively. In addition one of the Fluent solvers and an HFSS solver can utilize a GPU
  • The cost is of course important…how can you get the startup cost easily?
    1. Nimbix shows list prices on the website for a variety of machines. In addition Nimbix does not charge any subscription fees, gives each user 500GB free and does not charge file upload/download fees.  Please email us for any further clarifications
  • Is the license fee the typical fee for a standalone/network license?
    1. In terms of licensing, a customer’s own licenses are always used to run ANSYS. Nimbix can either host some or all of your licenses on their license server. OR Nimbix can access your own license server through a tunnel VPN.
  • Can you provide more insight on the monetary cost of running a computational intensive simulation, like very high-velocity object impact using ANSYS/Autodyn on Nimbix (large run time, large file storage)?
    1. As always, costs will vary depending on the type of problem. Please email us at info@padtinc.com if you want exact details on costs
  • How is session cost calculated?
    1. Session costs are purely based on time that you hold a machine. Time is calculated to the second
  • Suppose I’m limited not on cores in the office, but on licenses. If all the Mechanicals/Solvers/PrepPosts are occupied by the rest of the team, can I still use your service?
    1. Licenses need to be provided by the customer, either through their own license server or by hosting partial licenses on Nimbix’s own license server
  • How is ANSYS licensing handled?
    1. In terms of licensing, a customer’s own licenses are always used to run ANSYS. Nimbix can either host some or all of your licenses on their license server. OR Nimbix can access your own license server through a tunnel VPN.
  • How does Nimbix proving compare to purchasing HPC units upfront for an internal system with 16 to 32 cores? I know usage profile would matter, but this could be easily charted?
    1. Usage would definitely dictate a comparison. If there any specific use cases you’d like to investigate please reach out to us at info@padtinc.com
  • ANSYS/Autodyn is available on the Nimbix HPC platform?
    1. Yes it is
  • Is there a minimum charge?
    1. There is no minimum charge.

Simulation in the Cloud – Challenges, Tools & Mindsets – Webinar

Don’t miss this informative presentation – Secure your spot today!
Register Here

If this is your first time registering for one of our Bright Talk webinars, simply click the link and fill out the attached form. We promise that the information you provide will only be shared with those promoting the event (PADT).

You will only have to do this once! For all future webinars, you can simply click the link, add the reminder to your calendar and you’re good to go!

Press Release: On-Demand High Performance Cloud Computing for Today’s Most Demanding Workflows Offered by PADT in Partnership with Nimbix

Sometimes if you look hard enough, you find what you need.  Ever since people started talking about running large simulation models in the “cloud” our engineers here at PADT have been looking for a good solution. We even offered our own service, and although it was fast and easy to use, we could not make it big enough. Then along comes Nimbix. And they nailed it.

First we asked, are they running on real HPC hardware, not souped up web servers with virtual machines on them? Yes. We found bare metal hardware striped down to fighting weight that is optimized for running simulation.

Then we asked, Is it easy to use or do I have to jump through hoops to just get a job running?  Indeed it was easy and powerful. We just wanted to submit jobs and found that the JARVICE™ interface does so much more to configure, setup, submit, and monitor even the most complex parallel solves.

OK, this looked good, but the real test is do we have access to whole machines or is this just a timesharing system with a great interface?  Turns out it is not.  It is true cloud-based high-performance computing.

We think we found what we were looking for, but we have been burned before.  So we did what any simulation engineer would do, we pounded on it with massive ANSYS FLUENT, Mechanical, and HFSS runs.  We knew it was real when we were monitoring a CFD run on a mobile phone from a coffee shop in-between customer visits.

We liked it so much that we asked if we could partner with them to offer it to our customers. And that is where we are today with this press release.

PADT is proud to announce that we are able to provide our customers with on-demand HPC resources that are fast, easy to use, and cost-effective.  If you are a simulation user who needs to run large jobs, access surge capacity, or just solve faster, Nimbix is the answer. And PADT is here to help determine the right configuration and guide you through the process.

Please read the press release below for more details on what we are doing.

This video explains Nimbix well:

You can also learn more about our experience by watching a free webinar we recorded where we shared our experience using this service: www.brighttalk.com/webcast/15747/330189

Please find the official press release on this new partnership below and here in PDF and HTML

If you have any questions about high-performance computing for simulation, either with local hardware or compute resources in the cloud, reach out to info@padtinc.com or call 480.813.4884.

Press Release:

On-Demand High Performance Cloud Computing for Today’s
Most Demanding Workflows Offered by PADT in Partnership with Nimbix

Nimbix Cloud Provides Access to ANSYS Applications Through Cloud Supercomputing, Removing the Requirement of Expensive Infrastructure and Hardware

TEMPE, Ariz., July 26, 2018 ─ Understanding the need for easy, affordable and reliable access to supercomputing capabilities, PADT has partnered with Nimbix to provide High-Performance Computing (HPC) in the cloud. The Nimbix Cloud is the industry’s first true Software-as-a-Service (SaaS) supercomputing cloud and will provide PADT’s customers with on-demand, mobile access to more than 15 ANSYS applications without needing expensive hardware and complex infrastructure to support it. Current ANSYS applications available with Nimbix are listed here.

“As long-time simulation users, PADT has always wanted to leverage the cloud for running ANSYS models, but no one could support it before Nimbix,” said Bob Calvin, manager, Simulation Solutions, PADT. “The Nimbix Cloud gives our customers a flexible way to run large models from anywhere and accommodate surge capacity when it is needed.”

The Nimbix Cloud is powered by the JARVICE™ platform, which Nimbix purpose-built from the ground-up to accommodate the most demanding workflows by providing superior performance, capabilities, and ease of use. PADT customers can manage start-up, execution, completion and notifications on full-featured ANSYS applications in the cloud, and send their data from any device including desktop, tablet and smartphones.

“With its global recognition as a provider of numerical simulation and product development, PADT is the ideal partner to leverage the JARVICE platform internally and as an offering to its customers,” said Chuck Kelly, senior vice president, Sales, Nimbix. “Nimbix high-performance computing in the cloud provides a competitive advantage by allowing users to more easily solve complex design problems and then send the data anywhere to turn results into actionable insights.”

“We use Nimbix frequently at PADT because of its reliability and performance when running ANSYS software in the cloud,” said Manoj Mahendran, lead application engineer, PADT. “The platform has allowed us to easily check and submit simulation test results off-site and on-the-go, providing more flexibility to our simulation teams.”

Nimbix Cloud is available today, and PADT invites customers to learn more about the challenges, tools, and mindset needed to run simulation in the cloud, and how the Nimbix platform can be an effective solution, in a webinar on August 8, 2018. To register for the webinar, please visit https://www.brighttalk.com/webcast/15747/330189.

About Phoenix Analysis and Design Technologies

Phoenix Analysis and Design Technologies, Inc. (PADT) is an engineering product and services company that focuses on helping customers who develop physical products by providing Numerical Simulation, Product Development, and 3D Printing solutions. PADT’s worldwide reputation for technical excellence and experienced staff is based on its proven record of building long-term win-win partnerships with vendors and customers. Since its establishment in 1994, companies have relied on PADT because “We Make Innovation Work.” With over 80 employees, PADT services customers from its headquarters at the Arizona State University Research Park in Tempe, Arizona, and from offices in Torrance, California, Littleton, Colorado, Albuquerque, New Mexico, Austin, Texas, and Murray, Utah, as well as through staff members located around the country. More information on PADT can be found at www.PADTINC.com.

# # #

Media Contact
Alec Robertson
TechTHiNQ on behalf of PADT
585-281-6399
alec.robertson@techthinq.com
PADT Contact
Eric Miller
PADT, Inc.
Principal & Co-Owner
480.813.4884
eric.miller@padtinc.com

 

All Things ANSYS 017 – Exploring the ANSYS HPC Benchmark Program & other ANSYS news

 

Published on: July 10th, 2018
With: Eric Miller & Wim Slagter
Description: In this episode your host and Co-Founder of PADT, Eric Miller is joined by Wim Slagter, Director of HPC & Cloud Alliances at ANSYS, Inc. for an interview and discussion of the ANSYS HPC Benchmark Program; it’s capabilities, benefits, and so much more.

If you have any questions, comments, or would like to suggest a topic for the next episode, shoot us an email at podcast@padtinc.com we would love to hear from you!

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Getting to Know PADT: High Performance Computing (HPC) IT Support Services

 This post is the twelfth installment in our review of all the different products and services PADT offers our customers. As we add more, they will be available here.  As always, if you have any questions don’t hesitate to reach out to info@padtinc.com or give us a call at 1-800-293-PADT.

The fact of the matter is, to be blunt, that building, maintaining, and optimizing systems for high-performance computing (HPC) is different than any other part of the IT world.  That is why most companies engaged in simulation who use HPC often struggle with their computers and networks, specially when they don’t have protection from filtre de confidentialité VistaProtect to keep their work private. There is nothing wrong with their IT departments, they simply don’t have the manpower or the experience to support HPC systems. And that is why PADT offers IT support services tailored towards the needs of simulation users.  We bridge that gap between the unique needs of HPC for simulation and customer’s existing IT infrastructure.

We started offering this service simply because customers asked us to. As part of  ANSYS technical support duties, we kept getting calls from customers who were just not getting good performance out of some very expensive computer hardware. After looking into it we often found that they had the wrong hardware, it was configured wrong for HPC, or there was unnecessary overhead on the system.  In each case, we got together with the customer’s IT department and the users to understand the problem and implement fixes. In Hertfordshire IT Support Services you will find the best network support business in cyber security to manage any issue you might have.

PADT’s IT team can offer a variety of services, including, but not limited to:

  • Implementing data management software
  • Performance benchmarking
  • Troubleshooting and Debugging Systems
  • High-performance Network design and installation
  • Making things run faster
  • System tuning
  • System design and configuration
  • Upgrading existing hardware
  • Installing software packages
  • Setting up queuing and monitoring tools

Focused on Performance

Most computer systems and the IT infrastructure that supports them, in the commercial world, are focused on security first, operating cost second, then performance.  And these are the right priorities. But in the HPC world, those same systems and infrastructure have to be focused on performance, with robustness second.  Security is important, but you solve that problem by isolating the systems and controlling access. PADT’s IT team gets this and because we run a large HPC infrastructure for our own simulation consulting business, they know how to set things up right and keep them tuned for performance.

A Partnership Between Users, IT, and PADT

Our deep knowledge of scientific computing and the hardware it runs on is only one part of our success in this area. The other is knowing how to be that translator between IT and the users of demanding numerical software packages.  We understand why IT can or can not open certain ports, and why the user needs those ports. We get the desire to establish a company-wide policy using remote drives that use RAID 1. We also know that doing that kills HPC performance. That starts the conversation on why users need local drives in RAID 0 for their number crunching.

The examples go on and on and involve memory, network fabric, different versions of MPI for each solver, and much more.  Often times just being able to explain these issues in terms everyone can understand is the greater value PADT can add.  And then our IT experts will be there with the customer’s IT experts at 11:30 PM installing those GPU cards and configuring them.

The cold hard reality is that companies spend large sums on advanced hardware, software, and infrastructure. Why not spend a little more to make sure you are getting the most from that sizeable investment.  PADT is here to help, to work with your IT and users, to get the most out of the tools you have.   

What’s New & Exciting in Mechanical Simulation – Webinar

Don’t miss this informative presentation – Secure your spot today!
Register Here

If this is your first time registering for one of our Bright Talk webinars, simply click the link and fill out the attached form. We promise that the information you provide will only be shared with those promoting the event (PADT).

You will only have to do this once! For all future webinars, you can simply click the link, add the reminder to your calendar and you’re good to go!

All Things ANSYS 015 – Using Nimbix to Realize HPC in the Cloud & ANSYS Discovery Live for Transient Thermal Conduction

 

Published on: February 26, 2018
With: Manoj Mahendran, Tom Chadwick, Ted Harris, Adil Noor, Eric Miller
Description: In this episode your host and Co-Founder of PADT, Eric Miller is joined by PADT’s Tom Chadwick, Ted Harris, Manoj Mahendran, and Special Guest Adil Noor from Nimbix, for a discussion on the transient thermal conduction capabilities available within ANSYS Discovery Live, along with an in depth look at how to use Nimbix to realize high performance computing in the cloud.
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All Things ANSYS 012 – Live From New Mexico: A Look at What’s New in ANSYS 19

 

Published on: January 30, 2018
With: David Mastel, Joe Woodword, Manoj Mahendran, Matt Sutton, Michael Griesi, Tom Chadwick, Ted Harris, Eric Miller
Description: In this episode your host and Co-Founder of PADT, Eric Miller is joined by PADT’s David Mastel, Joe Woodword, Manoj Mahendran, Matt Sutton, Michael Griesi, Tom Chadwick, and Ted Harris, for a discussion on what is new and improved in the recently released ANSYS 19.
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Getting to Know PADT: Cube Simulation Computers

This post is the seventh installment in our review of all the different products and services PADT offers our customers. As we add more, they will be available here.  As always, if you have any questions don’t hesitate to reach out to info@padtinc.com or give us a call at 1-800-293-PADT.

“It is done running already? What machine did you run that on? Your desktop? How do I buy one?”  That serious of questions from an ANSYS customer of PADT’s is how CUBE Computers became one of our product offerings.  We offer a complete line of six standard systems to meet the needs of the most demanding, and cost-conscious, users.

The problem is that in the world of advanced numerical simulation, most off-the-shelf computers just don’t perform like they should. They are expensive and are weighed down with unnecessary accessories and slowed down by poor configuration.  Because PADT has been building our own computers for over twenty years for the sole purpose of running simulation models, we know how to configure boxes that are optimized for that sweet spot everyone is looking for.  Our engineers and IT staff work with customers to find the right standard system, or to customize a unique system that is ideal.

We break our standard models into three families: Workstations, Servers, and Cluster Appliances.  Although each type can be heavily customized, we have pre-configured the following systems to make it easy for users to quickly get what they need:

Each machine comes with maintenance and support that is also tuned to the customer’s needs – from basic parts only warranty to same-day on-site support. You can also have us install the system and your simulation software.  Whatever you need, we can deliver.

Over one hundred customers, many who have purchased multiple systems from us over the years, have worked with PADT’s team to obtain an optimized computer system that maximizes the return on their simulation investment. Reach out to our CUBE Computer System team and http://www.directics.com/altera-fpga/ let them help you ” Discover What You Need.”

 

Recording – Leveraging On-Demand Cloud HPC for Simulation with Nimbix

High Performance Computing (HPC) has proven to be critical for simulation tools like ANSYS thanks to its ability to help engineers perform a wider range of analyses faster than ever before.

PADT is proud to be working with Nimbix, the creators of an award winning HPC platform developed for enterprises and end users who demand performance and ease of use in their process.

Check out the following recording of our co-hosted webinar, with Nimbix Application & Sales Engineer Adil Noor, and PADT’s Lead Application Engineer, Manoj Mahendran, discussing the benefits of leveraging HPC and Cloud Computing for simulation, along with a look at how PADT has deployed ANSYS on the Nimbix platform.

The Advantages of Leveraging HPC with Nimbix – Webinar

Simulation has become even more prevalent in the world of engineering than it was even 5 years ago. Commercial tools have gotten significantly easier to use, whether you are looking at tools embedded within CAD programs or the standalone flagship analysis tools. The driving force behind these changes are to ultimately let engineers and companies understand their design quicker and with more fidelity than before.

High Performance Computing (HPC) has proven to be critical for simulation tools like ANSYS thanks to its ability to help engineers perform a wider range of analyses faster than ever before. PADT is proud to be working with Nimbix, the creators of an award winning HPC platform developed for enterprises and end users who demand performance and ease of use in their process.

Join Nimbix Application & Sales Engineer Adil Noor, and PADT’s Lead Application Engineer, Manoj Mahendran, for a discussion on the benefits of leveraging HPC and Cloud Computing for simulation, along with a look at how PADT has deployed ANSYS on the Nimbix platform.

From this webinar you will learn about:

  • The benefits of using Cloud Computing
  • The capabilities of HPC with ANSYS
  • The advantages Nimbix provides and why PADT leverages them for HPC

This webinar will be taking place on: 
 
Wednesday August 23rd, from 11:00 AM – 12:00 PM MST 
 
Don’t miss this opportunity, register and secure your place today!

Combining ANSYS Simulation with HPC

Engineering simulation has become much more prevalent in engineering organizations than it was even 5 years ago.  Commercial tools have gotten significantly easier to use whether you are looking at tools embedded within CAD programs or the standalone flagship analysis tools.  The driving force behind these changes are to ultimately let engineers and companies understand their design quicker with more fidelity than before.

Engineering simulation is one of those cliché items where everyone says “We want more!”  Engineers want to analyze bigger problems, more complex problems and even do large scale design of experiments with hundreds of design variations – and they want these results instantaneously.   They want to be able to quickly understand their designs and design trends and be able to make changes accordingly so then can get their products optimized and to the market quicker.

ANSYS, Inc. spends a significant amount of R&D in helping customers get their results quicker and a large component of that development is High Performance Computing, or HPC.  This technology allows engineers to solve their structural, fluid and/or electromagnetic analyses across multiple processors and even across multiple computing machines.  Engineers can leverage HPC on laptops, workstations, clusters and even full data centers.

PADT is fortunate to be working with Nimbix, a High Performance Computing Platform that easily allowed us to quickly iterate through different models with various cores specified.  It was seamless, easy to use, and FAST!

Let’s take a look at four problems: Rubber Seal FEA, Large Tractor Axle Model, Quadrocopter CFD model and a Large Exhaust CFD model.  These problems cover a nice spectrum of analysis size and complexity. The CAD files are included in the link below.

Click here to download geometry files that were used in the following benchmarks

TRACTOR AXLE FEA

This model has several parts all with contact defined and has 51 bolts that have pretension defined.  A very large but not overly complex FEA problem.  As you can see from the results, even by utilizing 8 cores you can triple your analysis throughput for a work day.  This leads to more designs being analyzed and validated which gives engineers the results they need quicker.

SUMMARY

  • 58 Parts
  • 51 x Bolts with Pretension
  • Gaskets
  • 928K Elements, 1.6M Nodes

Cores

Elapsed Time
[s]

Estimated Models Per 8 [hours]

2

14,525

2

4

9,710

3

8

5,233

6

16 4,009

7

 

RUBBER SEAL FEA

The rubber seal is actually a relatively small size problem, but quite complex.  Not only does it need full hyperelastic material properties defined with large strain effects included, it also includes a leakage test.  This will pressurize any exposed areas of the seal.  This will of course cause some deformation which will lead to more leaked surfaces and so on.  It basically because a pressure advancing solution.

From the results, again you can see the number of models that can be analyzed in the same time frame is signifcantly more.  This model was already under an hour, even with the large nonlinearity, and with HPC it was down to less than half an hour.

SUMMARY

  • 6 Parts
  • Mooney Rivlin Hyperelastic Material
  • Seal Leakage with Advancing Pressure Load
  • Frictional Contact
  • Large Deformation
  • 42K Elements, 58K Nodes

Cores

Elapsed Time
[s]
Estimated Models Per 8 [hours]

2

3,353

9

4

2,489

12

8 1,795

16

 


QUADROCOPTER DRONE CFD

The drone model is a half symmetry model that includes 2 rotating domains to account for the propellers.  This was ran as a steady state simulation using ANSYS Fluent.  Simply utilizing 8 cores will let you solve 3 designs versus 1.

SUMMARY

  • Multiple Rotating Domains
  • 2M Elements, 1.4M Nodes

Cores

Elapsed Time
[hours]
Speedup

2

2.1

1

4

1.2

1.8

6

0.8

2.6

8 0.7

3

 

EXHAUST CFD

The exhaust model is a huge model with 33 million elements with several complicated flow passages and turbulence.  This is a model that would take over a week to run using 1 core but with HPC on a decent workstation you can get that down to 1 day.  Leveraging more HPC hardware resources such as a cluster or using a cloud computing platform like Nimbix will see that drop to 3 hours.  Imagine getting results that used to take over 1 week that now will only take a few hours.  You’ll notice that this model scaled linearly up to 128 cores.  In many CFD simulations the more hardware resources and HPC technology you throw at it, the faster it will run.

SUMMARY

  • K-omega SST Turbulence
  • Multi-Domain
  • 33M Elements, 7M Nodes

Cores

Elapsed Time
[hours]
Speedup

16

26.8

1

32

13.0

2.1

64

6.8

3.9

96

4.3

6.2

128 3.3

8.2

As seen from the results leveraging HPC technology can be hugely advantageous.  Many simulation tools out there do not fully leverage solving on multiple computing machines or even multiple cores.  ANSYS does and the value is easily a given.  HPC makes large complex simulation more practical as a part of the design process timeline.  It allows for greater throughput of design investigations leading to better fidelity and more information to the engineer to develop an optimized part quicker.

If you’re interested in learning more about how ANSYS leverages HPC or if you’d like to know more about NIMIBX, the cloud computing platform that PADT leverages, please reach out to me at manoj@padtinc.com