Read how forward thinking companies are democratizing simulation by putting simulation in the hands of non-experts

With Rimac, The Fastest Electric Hypercars Finally Reach the Cloud

Rimac Technology engineers were running more and more simulations with an aging, on-premises high performance computing (HPC) cluster. While compute power continued to fall short, the demand for resources continued to grow exponentially.

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Chip-Package Interaction stress modeling time reduction using ANSA

An efficient automated process for modeling bump cells,
and for creating a global simulation model.

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Rimac Technology gains scale and speed with Azure HPC and AMD

Initially, Rimac developed its own internal HPC cluster to provide the computing resources and storage it needed to innovate and iterate its products. However, as Rimac grew, it required greater scale and more powerful computing. Migrating workloads from its internal cluster to the cloud offered the prospect of improving simulations and models, adding greater complexity to those models, and doing it all faster.

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Diabatix and Formula Student team Delft: an international, cross-border alliance

Diabatix puts its mix of AI processes and human creativity in service of the ambitious FS Team Delft: The Formula Student team at the University of Delft, the Netherlands.

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Lightning Simulation: Susceptibility Matches Field Results

European aerospace pioneer Airbus recently used Ansys EMA3D and MHARNESS to simulate lightning susceptibility for a hybrid cockpit design made partially of metal, carbon fiber composite, and copper foil. The simulation was part of a research and technology project focused on developing the aircraft of the future: an ultra-green and highly cost-efficient air-transport system.

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Toyota Simulates from Land to Air and Back Again

Toyota Motor Corp. has been working with Ansys on fluid analysis using Ansys LS-DYNA to measure aerodynamic forces generated when a vehicle is in motion and how it affects vehicle stability.

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Forklift Dynamics at Toyota

Forklifts are designed to lift and transport loads of considerable entity. In the development process of a vehicle, it’s necessary to consider different types of loads, both static and dynamic. Dynamic loads occur when the vehicle crosses an obstacle, when braking suddenly or in emergency conditions. In all these cases, the inertial effects greatly amplify the internal forces affecting the bearing structures.

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LINK IO of LINK Arkitektur integrate microclimate studies in-house

The project in question is a new master plan and housing project in Dolvik, in the municipality of Bergen, close to a fjord. The location close to a fjord on the west coast of Norway gives rise to a need for detailed microclimate analysis.

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Silent-Aire cuts their product development and testing time and cost by half

This case study is based on a live research project to develop and test a novel HVAC unit’s mixing performance under various airflow and temperature conditions applied to the model.

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AI/ML based trimmed body NTF & global modes prediction & optimization using ODYSSEE CAE

ODYSSEE CAE helps Satven reduce the time required for trimmed body NVH simulations and optimization from multiple days to a few minutes

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CUPRA optimizes vehicle component design and manufacturing with PTC Creo

Thanks to PTC’s CAD and PLM software, CUPRA has managed to optimize the design and manufacture of their vehicle components, achieving high performance that continues to leave a mark on the racing circuits.

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Lockheed Martin Space utilizes integrated Model-Based Systems Engineering (MBSE) to simulate the mission trajectory of the OSIRIS-REx spacecraft

Lockheed Martin Space utilizes integrated Model-Based Systems Engineering (MBSE) to simulate the mission trajectory of the OSIRIS-REx spacecraft.

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Integration of Systems Models and Analytical Models Provides Order of Magnitude Time Savings

The National Aeronautics and Space Administration’s (NASA’s) Jet Propulsion Laboratory (JPL) is streamlining the space mission engineering process.

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Northrop Grumman Phased Array Antenna

Northrop Grumman Corporation applied Model-Based Systems Engineering (MBSE) and Multidisciplinary Analysis and Optimization (MDAO) to the development of Phased Array Antenna Models to Improve Design Time and Quality

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Hyundai Motor India Engineering: The HMIE chassis automation tool

Weld realization can be a complex process with more than one base sheets, with improper orientation or distance from feature lines, and requiring different calculation methods for root generation, height, and width. These issues are successfully addressed through the chassis automation tool involving algorithms developed by BETA CAE Systems.

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Perkins&Will Simulate Microclimates With SimScale to Inform Critical Design Decisions

One of many design challenges the urban design and masterplanning team worked on included a new district-scale educational and research masterplan in the Middle East. This new project had several climate and environmental aspects that needed fast and accurate simulations of the microclimate to inform critical design decisions.

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Using Multi-Physics Simulation to Unblock the Suez Canal

When the water level finally reached 14 m above the hull, the Ever Given came free! That is how we used multi-physics simulation to unblock the Suez Canal!

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Asensus Surgical simulates with OnScale Solve

When it comes to laparoscopy in the operating room, there’s no room for inefficiencies, variability, and workforce challenges. Laparoscopy refers to the surgical procedure of accessing the abdomen and pelvis with minimally invasive incisions in the skin. These methods lead to a shorter hospital stay, faster recovery time, and less pain, bleeding, and scarring, and Asensus makes this process more efficient.

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DEHN: Lightning strikes the cloud

Thanks to the HPC environment in Azure CycleCloud, we’re in a position to draft cluster configurations that perfectly match our needs in next to no time.

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Efficient analysis of landing gear in UAV with MSC Nastran nonlinear FEA

General Aeronautics used MSC Nastran to produce faster and accurate analysis for landing gear design using a hybrid non-linear static approach

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Predictive Maintenance: A Hold Out from the AI Revolution, SOLVED!

This paper showcases the development of a fast running and highly predictive fatigue failure surrogate model based on data obtained from simulation runs of a complex mechanical system. The goals for the surrogate model were to create a Simulation Democratization tool for design exploration and a Digital Twin tool for field predictive maintenance and adaptive controls.

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Submarine Hull Design Optimization

Phoenix Integration Case Study: Submarine Hull Design Optimization.

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Improving Performance in a Mission-Critical Financial Services Facility

When CBRE’s global finance customer wanted to improve energy efficiency in a Tier IV data center – without compromising availability or sacrificing capacity – they chose the 6Sigma Digital Twin to make it happen.

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Liquid-Cooled Cold Plate for Automotive Power Electronics with Shark-Inspired Flow Guides

Puntozero redesigned the cold plate of the power electronics of Dynamis PRC’s electric race car for additive manufacturing. The result was a 25% lighter liquid-cooled heat sink and bioinspired flow guides that increased the heat transfer surface area by 300%.

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Commercializing the first solar-powered hybrid airship with SOLIDWORKS®

Challenge: Accelerate development of the first piloted hybrid airplane/airship that meets governmental safety requirements for commercial use to transport people and freight to remote locations.

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Jet fan placement ensures optimal air quality and flow

With over 20 years of experience, Bativac is a leading building mechanics company located in Quebec, Canada. The Bativac team helps their clients make efficient and cost-effective decisions, whether they are undertaking the complete planning of a project or analysing modifications to an existing system. Bativac recently contributed their expertise in ventilation to the Centre Hospitalier de l’Université de Montréal (CHUM) project.

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Hybrid engine tech delivers competitive and agile access to space

Reaction Dynamics (RDX) has been pursuing innovative research into rocket propulsion for 5 years. Having solved the problems inherent to hybrid rocket engines, the company, headed by CEO Bachar Elzein, elected to offer dedicated launches to orbit for small satellites. They promise faster, cheaper, and more reliable access to space.

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Building the UK Innovation Corridor’s Home for HPC and AI

Wholesale colocation and high-performance computing provider Kao Data uses Computational Fluid Dynamics (CFD) simulation to validate data center Indirect Evaporative Cooling (IEC) design.

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MAN Energy Solutions Uses PTC Creo’s NC Automation Capabilities to Optimize the Design and Manufacturing Process

MAN ES’s design and manufacturing teams recognized they needed a more strategic approach to meet unique requirements in a precise and timely manner.

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Carlin Uses PTC’s Creo for Design Efficiencies that Speed Lap Time

As the bar for design ingenuity keeps getting raised, the Carlin racing team needed to be intentional about choosing solutions that make most efficient use of design time.

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Siemens SW Siemens Energy (Simcenter) Case Study

Siemens Energy uses LES simulation to investigate transient combustion effects.

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Kaiser Permanente successfully modernizes legacy data centers with digital twin technology

Kaiser Permanente initiated a project to modernize their legacy data centers using the 6Sigma Digital Twin’s Computational Fluid Dynamics (CFD) simulation capabilities.

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Hazleton Pumps Accelerated Turn-Around Time by a Factor of 100

The rotating machinery industry has widely adopted digital prototyping to explore a larger design space than is otherwise possible. But for too long, companies have been restricted in deriving the maximum benefits from digital prototyping due to the limitations of desktop-based legacy software, and Hazleton was no exception.

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Orbital Marine Power optimized a floating tidal stream turbine with SimScale

The incorporation of computer-aided engineering (CAE) at Orbital Marine Power was driven by two main reasons. The first one was to model the turbine leg and nacelle to optimize the hydrodynamic performance and reduce the impact of the shadow effect. This would result in an increased performance of the turbine. With this in mind, simulations were carried out to better quantify the drag and lift coefficients.

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OxTS Optimizes Their ADAS Roof Mount Design with FEA from SimScale

Engineers at OxTS could see a clear need for CAE: being able to reliably simulate bending forces, vibrational effects from the leg mountings, and dynamic loading. CAE would give OxTS a much higher level of confidence in this new product development, which being attached with suction cups, presented a significant risk to vehicle testers. Having spoken to a few companies, the cost of adding a built-in FEA solver was not worthwhile.

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Monodraught Develops Sustainable HVAC Products With CFD-Led Design Process

Monodraught specializes in sustainable and low energy/carbon products to meet the growing demand of the net-zero policies in the UK and abroad. As such, they critically value R&D to continuously bring new products to a rapidly changing and growing market.

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Rimac Automobili Designs the Next Generation of Electric Hypercars with Cloud-Native Simulation.

The Today Rimac Automobili engineering team creates core EV systems in-house, from power-dense drivetrain systems to a highly advanced autonomous-driving and unique user experience enabled through our infotainment technologies.

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Automotive accessory manufacturer uses CAE simulation for smart manufacturing

OMTEC simplifies the blank development process, reduces the number of tryout iterations, and develops parts first-time-right with FormingSuite COSTOPTIMIZER®.

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World Class Ride & Comfort with Rubber to Metal Bonded Components Designed using Marc’s Advanced Non-linear FEA Solutions

If you’ve ever travelled on a high-speed train, you’ve likely enjoyed the smooth ride and comfort delivered by Ferrabyrne’s rubber-to-metal components suspension systems and Anti-Roll bar assemblies.

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AI/ML based trimmed body NTF & global modes prediction & optimization using ODYSSEE CAE

ODYSSEE CAE helps Satven reduce the time required for trimmed body NVH simulations and optimization from multiple days to a few minutes.

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Creating an Electric Future for Aviation: Projet HERA

This team of engineering students embarked on a lofty and ambitious project: to prove that electric airplanes could take flight. Find out how, with some coaching from Maya HTT, they were able to refine their battery and airplane design using Amesim and STAR-CCM+ software, and overcome the propulsion challenges to achieve success.

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Hybrid engine tech delivers competitive and agile access to space

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Accelerate product development of complex hood hinges with Generative Design

Automotive engineering: Enabling complex hinges for sports cars with integrated lightweight design.

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Commonization of critical structure to achieve value engineering with Adams

With the commonization of swing bearing component using Adams, THCM expects savings worth ≈ INR 15 million in addition to reduced validation time and engineering hours

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Better electronic enclosures by CFD simulation

SIENNA ECAD leverage Cradle CFD with conjugate heat transfer to enhance the cooling performance of a 12mm thick enclosure for a PCB using Cavity and TIM design

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Kú Cycle utilizes MSC Apex & MSC Nastran to design triathlon bikes and performance solutions that will change the sport forever

Kú Cycle used MSC Apex while developing a Formula 1-inspired triathlon bike, where the front of the vehicle is critical to airflow. When the time came to verify concepts, MSC Apex was used to provide them with the confidence they needed to commit to the expensive tooling required for

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Liquid-Cooled Cold Plate for Automotive Power Electronics with Shark-Inspired Flow Guides

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Putting the ‘Precision’ in Precision Air Conditioning

Airedale chose the 6SigmaDCX software suite to help them optimize the design of their state-of-the-art ACUs and chillers.

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Supporting Phased Array Radar Development in Autonomous Vehicles with Ansys HFSS

As the demand for autonomous vehicle technology and advanced driver assistance systems (ADAS) continues to grow, the case for using more advanced phased array radars to guide these technologies grows. See how Ansys is helping.

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eVTOL – Electric Vertical Take-Off & Landing

The drive for greater connectivity and lower emissions has disrupted the aerospace industry as it stands today. Environmental concerns are fueling vehicle electrification; switching from jet fuel to electricity is a vital solution for reducing emissions to avoid the worst impacts of climate change. Electric Vertical Take-Off and Landing (eVTOL) promises a new era for urban air mobility and regional transportation.

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FLSmidth transcends on-premises limitations with Azure high-performance computing

UberCloud and Microsoft collaborated with a blended FLSmidth team, bringing the company’s engineering teams the performance and collaboration gains they need for continuing success.

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Buro Happold creates sustainable environments with Azure high-performance computing

When Buro Happold needs to create complex models to help ensure safety, sustainability, and performance for its buildings and other spaces, it turns to Microsoft Azure high-performance computing (HPC) using Intel® Xeon® processors.

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Accelerating Rimac’s R&D Pipeline With Azure/UberCloud To Design And Deliver Electric Hypercars

This UberCloud Project #220 is about Accelerating Rimac’s R&D Pipeline with UberCloud and Azure to Design and Deliver Electric Hypercars, Powertrains, Batteries, and Latest EV Technology.

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Colocation

The 6Sigma Digital Twin uses the 6SigmaDCX product suite to create a 3D virtual replica of your physical facility. With a powerful Computational Fluid Dynamics (CFD) engine, it calculates cooling and airflow like no other software available. The 6Sigma Digital Twin provides a centralized platform for teams to track and plan power, space, cooling, weight, IT assets and network port capacity.

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Accurately predicting landing system performance with system simulation

The Safran Landing Systems entity of the Safran Group is the world leader in design, development, manufacturing and support of landing gear systems. A unique combination of advanced engineering capabilities, integrated systems technology and experience on an exhaustive range of programs enables Safran Landing Systems to provide innovative solutions for a diverse range of aircraft.

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Yamaha — Pairing Topology Optimization with Graded Lattices

Topology optimization and lattice structures can be combined to design parts with even higher added value. In this article, Hiroyuki Nagamoto, R&D Engineer at Yamaha Motor, explains how to use these two advanced engineering design techniques effectively. He walks us through a simple example and some practical design and manufacturing considerations.

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Roadmap to Digital Twin 2.0

Take anyone’s prediction of the most important technology for this new decade and artificial intelligence or AI will be high on the list. However, until now most AI has been applied at predicting human behavior, interactions, and sensibilities.

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Kao Data: Using CFD Analysis to Design and Build the UK Innovation Corridor’s Home for HPC and AI

Wholesale and high-performance colocation provider Kao Data worked together with Future Facilities, using Computational Fluid Dynamics (CFD) simulation to validate its data center Indirect Evaporative Cooling (IEC) design.

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Colocation Data Center Case Study: Thésée DataCenter

Thésée DataCenter integrated the 6Sigma Digital Twin into their DCMS to ensure informed decision making in design and operations.

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Material UI Mastery in OnScale Solve

Material selection is critical to design, whether in a model rocket club or F1 race car design team. Small variations in material properties such as stiffness have a large impact on everything from performance to safety. It follows that accurate simulation relies to a large degree on the accuracy of the material specification behind a simple material UI.

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YAMAHA MOTOR ENGINEERING: Brake Squeal DOE evaluation in ANSA and META

This case study focuses on the automation of the modeling and post-processing work for brake squeal analysis using ANSA/META.

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Volkswagen Osnabrück FATXML: Increased Data Consistency through the CAE Process Chain

This case study presents the FATXML format implementation in Volkswagen Osnabrück and how concepts in BETA CAE systems software suite allowed for the seamless adoption of the standard.

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Putting the Precision in Precision Air

Airedale chose the 6SigmaDCX software suite to help optimize the design of their state-of-the-art ACUs and chillers. The Digital Twin addresses the demand for more effective cooling systems by using Computational Fluid Dynamics to simulate airflow. This has improved Airedale’s performance in design stages and enabled them to build a precise replica of their test facility. For Airedale, this has resulted in better offerings to customers as well as enhanced research and development.

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How one Air Race E team Overcame a Critical Design Challenge With Simulation

Members of Team Pie Aeronefs employ simulation on the ailerons for the first Air Race E qualifying races.

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Innovative Cooling Design: Delivering Capacity and Resilience with Confidence

When RED Engineering designed a state-of-the-art rooftop plant for a Tier III 40,000 ft2 data center, they used the Digital Twin (DT) to predictively simulate the impact on the facility’s operating conditions. As a result of doing so, they were able to safely instigate a significant redesign that safeguarded the cooling plant’s performance in extreme weather conditions.

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Driving the future of engine development with CAE

NX and Simcenter 3D software shorten product development cycles and streamline processes.

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Engineering firm enables manufacturers to streamline product development process

Using NX helps Plast Competence Center customers meet demanding delivery deadlines.

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Optimizing Product Design with Simcenter

Enrico Lorenz explains his company’s mission to make the car the best place in the world. By accelerating the simulation process with Simcenter™ FLOEFD™, parts are produced more quickly and customers who launch different vehicle models simultaneously are effectively supported.

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Containment Design: Reducing Time to Market for New Technologies

When Upsite Technologies, leaders in data center airflow management, sought to design and market their unique AisleLok®

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Empowering engineers with computational fluid dynamics

Simcenter FLOEFD helps solve thermal problems for leading maker of projectors.

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Engineering Data Centers: A Case Study of a Modern Science-Based Design

You may not know it, but today data centers are crucial: they underpin daily life throughout society. Every time you use common tools on the Internet like Google, Facebook, or YouTube, a data center somewhere is involved in this process.

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Bronswerk Heat Transfer uses Simcenter FLOEFD to locate pressure losses

Major producer and designer of heat exchangers increases cooling fan efficiency with Siemens solution.

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Accelerating new product development in an increasingly impatient world

Using Siemens Digital Industries Software’s digital platform to support both agility and quality.

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Automated circuit board vibration analysis reduces errors and results in 100x faster process

Using NX Open to automate iterative design and analysis processes results in highly efficient, standardized operations.

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Syroco Uses ESTECO Technology to Design Fast Sailboat

Syroco aims to optimize the energy efficiency of the craft so that it can perform most effectively on water and reach the targeted speed of 80 knots (150 km/h), powered only by the wind.

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Predator Cycling Optimizes the Cycling Experience With Simulation

Predator Bicycle used Ansys Discovery to help design its RF20 bike. When Aram Goganian was an avid 14-year-old bike racer, he became impatient with a company that he felt was taking too long to produce a new time trial bike.

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On the quest to break the world record : SP80 and Neural Concept are collaborating to optimize ventilated hydrofoils profiles

Neural Concept is on a mission to guide engineers towards radically better designs while speeding up their workflow. In this article, we show how SP80 managed to improve their ventilating hydrofoil performances by more than 20%, using NCS in their standard design workflow.

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KW Micro Power Creates Lightweight Multifunctional Microturbine Housing with Embedded Cooling Channels

KW Micro Power redesigned the housing of their aerospace-grade, high-power-density, compact turbogenerator for metal Additive Manufacturing. Using nTopology, they reduced its weight by 44% for a total savings of 4.5 kg.

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Impact Footwear Brings to Market Customizable Flip Flops in Under 12 Months Using Design Automation & Architected Materials

Impact Footwear is a startup that developed the first customizable flip flop sandal with three different pressure zones that is manufactured-on-demand with SLS 3D printing.

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Engineering Team Passes Full-Flight Qualification for F-16 Aircraft AM Spare Part in Just 30 days

Engineers from nTopology, Origin, and Stress Engineering Services collaborated to redesign a family of F-16 aircraft hydraulic tube clamps for Additive Manufacturing. The final part was 2x stiffer than the legacy design, was easier to assemble, and was manufacturable on-demand.

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Quadcopter – Wing Collision Simulation

Crash simulations are relative complex processes, considering all required steps, from model import and simplification, mesh generation, material description, to boundary conditions, contacts and initial conditions setup. Starting from a detailed CAD model, BETA CAE Systems provides all the necessary tools for Aerospace crash simulations pre- and post- processing.

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Reusable, One-Component Anti-COVID-19 Face Shield

The idea for Reusable One-Component AntiCOVID-19 Face Shield product derives from the need for a fast, one-step production of Face shields, now usually assembled from at least three components: shield, head cap and a strap.

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User-Specific Reusable High Protection Mask

A 3D printed mask from helping to address the medical equipment shortages during the COVID -19 pandemic, and to support the creation of a future oriented, personalized, and reusable high protection, mask.

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Racing: Catch the Highest Performance with Lightweight Design

From load simulation via generative design to manufacturing and verification – optimization of a wheel carrier for FormulaStudent with MSC Software

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Enabling Reliable Aircraft Structures with Generative Design

MSC Apex Generative Design Enables Design Project to Reduce
Two Parts Into One, and Cuts the Maximum Stress in Half

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Citigroup & NYSERDA FlexTech Project

Citigroup utilized the Digital Twin (DT) from Future Facilities to improve their NYC data center’s efficiency, uncovering potential savings of over $290,000 annually.

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WORLD’S LARGEST STRUCTURAL DIGITAL TWIN: AKSELOS’ SUCCESSFUL DEPLOYMENT FOR SHELL’S BONGA MAIN FPSO

With near real-time analysis, the physics-based model of the asset allows Shell and Akselos to monitor the overall health of the asset, reduce down time and boost efficiencies, all while enabling safe asset life extension.

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Push-Button Design Optimization of a Race Car Front Wing

By using ModelCenter from Phoenix Integration as an integration platform, Pointwise to generate the meshes, and AcuSolve to run the CFD calculations, push-button design optimization was achieved.

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Automated Meshing and Adaptive Re-meshing at Bombardier

In the webinar, Amine Ben Haj Ali, Senior Engineering Specialist in Advanced Aerodynamics at Bombardier details the Meshing & Adaptive Re-meshing Server (MARS) he has developed, which has been used by engineers at Bombardier to generate over 250,000 high-quality meshes since 2017.

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Flexible Meshing Enables Accurate CFD for Nuclear Reactor Rod Bundles

Accurate fluid flow modeling of nuclear reactor rod bundles is essential and extremely challenging with exacting standards for the mesh to deal with the geometric complexity and near-wall physics.

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Reducing Boiler Emissions Through Shape Optimization

In this work, a flexible framework for discrete adjoint-based reactive flow optimization in SU2 is presented. The implementation is based on a low-Mach number solver and a flamelet progress variable model for strongly cooled laminar premixed flames.

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Car park Ventilation CFD with Pointwise, Caelus, CFX and FDS

Design and construction of covered car parks in Australia requires CFD modeling of carbon monoxide from car exhausts to extraction fans to ensure the carbon monoxide level does not rise too high for the safety of occupants.

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Accurate Performance Predictions for Marine Propellers

This case study presents the benchmark validation of CFD simulation results of the Potsdam Propeller Test Case (PPTC) using CFD Support’s TCFD flow solver with a Pointwise mesh.

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Lighter, Faster, Stiffer, Stronger – Giaffone Racing’s Work Is Never Over

This case study discusses the challenge of streamlining development to support expansion into new markets and use emerging manufacturing technologies while simultaneously reducing component weight and improving performance.

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Aerodynamics Simulations with Ansys CFX and Fluent in the UberCloud: Part 1

In this article (Page 34), UberCloud presents two aerodynamics case studies dealing with cloud-based services for engineering-specific applications and use cases that objectively demonstrate the progress of cloud computing in the aerodynamics sector over the past few years.

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Aerodynamics Simulations with Ansys CFX and Fluent in the UberCloud: Part 2

UberCloud presents two aerodynamics case studies using cloud-based services with Ansys CFX and Fluent for engineering applications, as well as use cases that demonstrate the progress that has been made in cloud computing for the aerodynamics sector over the past few years.

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Engineering Simulation using Ansys in the Cloud: Part 1

In this article (page 35), the first in a series, UberCloud presents a series of case studies of cloud-based services for engineering-specific applications and use cases that objectively demonstrate the progress of cloud computing in this sector over the past seven years.

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Engineering Simulations using Ansys in the Cloud: Part 2

On page 40 is the second part of an article presenting a selection of case studies dealing with engineering simulation in the cloud using ANSYS software LS-DYNA, HFSS, and ANSYS Discovery Live; the first part appeared in the previous edition of the EnginSoft magazine and presented case studies based on ANSYS CFX and Fluent.

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The Living Heart Project In The UberCloud

Cloud-based computing case studies related to the human heart.

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UberCloud Compendium With Energy Case Studies

This UberCloud Compendium contains 10 case studies on 50 pages which are related to the Energy sector, selected from the 220 UberCloud Experiment projects performed so far, including applications from oil & gas, mining, electrical, geo-thermal, wind, and water power, and turbines and electrical power transformers.

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Case Studies

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