AI-Powered Engineering
The Future Starts with AI-Powered Design, Simulation, and Manufacturing
As the demand for smarter, more connected, and sustainable products accelerates, adopting new technologies that streamline product development is essential. Leaders in the automotive, aerospace, heavy equipment, manufacturing, and other industries recognize Altair’s artificial intelligence (AI) technology as a key differentiator for success.
With advanced AI technology embedded into its design and simulation, data analytics, and high-performance computing (HPC) platforms, Altair offers an unparalleled solution for companies to leverage the latest AI advancements. Blazing fast physics predictions that generate superior design insights, model reductions that boast 98% accuracy, and data-driven manufacturing workflows that improve future system performance empower organizations to innovate faster than the competition.
Predicting Physics with Altair® physicsAI™
Altair® physicsAI™ delivers fast physics predictions by learning from your historical data. Accessible through Altair® HyperWorks®, the world’s leading CAE platform, this AI-powered simulation and design technology trains models using any existing simulations – including those from older design concepts, similar parts, or different programs. Free from the limits of parametric studies, physicsAI operates directly on 3D meshes or CAD. By leveraging modern, geometric deep learning, physicsAI learns the relationship between geometry and performance for any physics. Once trained, physicsAI models deliver predictions that are up to 1000x faster than traditional solvers, enabling teams to evaluate more concepts and make better design decisions.
Emulating Experts
Capturing the career design engineer’s accumulated expertise is invaluable for automated design optimization. However, some expertise involves subjective design criteria, such as product aesthetics, that don’t easily translate to quantitative assessment. These subjective design requirements are traditionally handled by a human-in-the-loop, which is incompatible with the automatic design optimization process. Altair® expertAI™ technology solves this by training and deploying classification models to emulate experts and account for any subjective design criteria.
Altair’s expertAI technology can be applied to manufacturing simulation for any physics including stamping, casting, computational fluid dynamics (CFD), electromagnetics, topology optimization result selection, design look and feel, and more.
Discover the future: Explore megacasting and AI-powered generative design.
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High-Fidelity Modeling Simplified with AI-Powered Shape Recognition
Altair HyperWorks offers AI for product design through its integrated Altair® shapeAI™ technology. Easy-to-use options make it possible to automatically recognize patterns and shapes in CAE models as well as extract features from specified geometry without additional input or intervention. These capabilities, combined with machine learning algorithms in the matching-tools option, put the power of geometric shape recognition at your fingertips.
“romAI seamlessly integrated into our current workflow and gave us highly accurate results while reducing the HPC time needed to perform our simulations.”
Federico D’amico, digital engineer specialist, Leonardo
Reduced-Order Modeling (ROM) and System Identification
The easy-to-use, no code Altair® romAI™ capability within Altair® Twin Activate™ lets you incorporate detailed 3D simulations into a computationally efficient 1D environment for system-level study. romAI serves many purposes: digital twin deployment, system identification, faster optimization and multi-disciplinary analysis, better real-time simulation accuracy, use in third-party software or hardware-based applications, and more.
Data-Driven Manufacturing
Altair’s data analytics and AI-powered platform turns operational data for manufacturing into opportunities that boost efficiency, improve sustainability, and reduce time to market. Long adopted into industries such as aerospace, automotive, and heavy equipment, our innovative solutions bolster productivity, performance, and product quality while reducing waste, downtime, and costs. Made for all, the easy low-code or no-code workflows and self-service access enable anyone to leverage the hidden value of data, turning novices into experts, and experts into superstars.
Learn more about AI-Powered Simulation and Generative Design Technologies.
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AI for Product Design with Digital Twin
Altair’s total digital twin solution, featuring Twin Activate's romAI technology, empowers organizations to transform their products, systems, and processes. With features that combine leading simulation, HPC, frictionless AI, and data analytics capabilities, teams can design, build, test, optimize, evaluate what-if scenarios, perform predictive maintenance, and extend the remaining useful life (RUL) of their products without using physical prototypes.
Altair’s flexible, connected capabilities also enable comprehensive cross-functional system evaluation, which eliminates information silos and communication bottlenecks during product development. With these offerings, organizations become more efficient and can deploy digital twin technology when and where they need it from concept design to in-service performance.
AI-Powered Solutions at Scale
Altair’s convergence of simulation, HPC, AI, and data analytics delivers powerful workflows that unlock the full value of your data and help you solve your most complex design problems faster.
Altair® HyperWorks® Design Explorer
Altair HyperWorks Design Explorer offers premier AI-powered generative design and exploration. Thanks to its intuitive workflow, you can define, execute, post-process, and interpret multi-run simulations, including design of experiments (DOE), optimization, and more.
Advanced, yet intuitive graphics-based tools help you create design variables, responses, and exploration goals. Integrated job submission and job monitoring capabilities let you run explorations and track them in progress.
Altair® HyperStudy®
Altair® HyperStudy® is a multidisciplinary design study software for exploring and optimizing product performance and robustness. The software seamlessly connects to Altair simulation products and easily interfaces with third-party tools. The software also lets you link various models and solvers into a flexible workflow for performing multiphysics design studies.
By combining advanced optimization methods, predictive modeling, and data mining, HyperStudy lets you efficiently explore the design space of any system model. Intuitive workflows also help you understand data trends, perform trade-off studies, and optimize design performance and reliability while considering multiphysics constraints.
Altair® DesignAI™
Altair® DesignAI™ combines data science, engineering simulation, and high-performance scalable computing into one tool you can access from your browser – no software download needed. With DesignAI, you can unlock the full value of your simulation data and share insights across your organization. Simplified AI-product-design workflows make it easy to create synthetic data or collect historical data. With a seamless connection to HPC and automatic machine learning functionality, DesignAI accelerates the product development process.
Featured Resources
Rolls Royce: Convergence of Engineering and Data Science
The traditional engineering processes ensure that safe and robust products are being developed. However, the growing demand for innovative solutions in short time scales drives the need for a cultural change in the way we work in engineering. Looking at the traditional product life cycle we see that important design decisions tend to be made early during the concept design phase before detailed analysis or test data are available. Data analysis techniques in combination with classical engineering tools can practically help to resolve that conflict by making more useful information available earlier in the process. Consequently the entire process can become more effective.
Rolling Out a Better Process - Digital Twin Slashes Waste 15% and Runtime Hours to Seconds
Patrone and Mongiello wanted a solution to monitor and control its sheet metal forming process so that it could improve product quality and reduce production waste. The company selected Altair’s digital twin solution to achieve its goal and turned to Advanced Engineering (AE) Solutions, an Altair partner, to implement it. Altair’s digital twin solution gave Patrone and Mongiello the means to monitor quality and make corrections during all stages of its sheet metal forming process with respect to varying sheet metal material properties and equipment operating conditions. The digital twin solution, which leveraged Altair Inspire Form, Altair HyperStudy, Altair Activate, Altair romAI and Altair Panopticon, reduced production waste by more than 15%, reduced simulation time from hours to seconds, and enabled the company to monitor its forming process in a real-time environment.
Using Machine Learning for Manufacturing Process Improvement
Renishaw uses Altair signalAI to deliver advanced digital gauging with real-time melt-pool analytics. This AI-driven quality assurance process helps Renishaw identify manufacturing anomalies earlier, develop parts quicker, and realizes a stable production.
Panel Discussion: Changing the Pace of Manufacturing Transformation through Generative AI & LLM
With the emergence of ChatGPT we have reached another pivotal moment with AI. At the very least, it has unlocked a next-level fever of interest in AI and potentially the ability to disrupt whole industries. This has arguably most organizational leaders wondering, how might this impact my business. In this panel discussion, we will explore the potential impact on manufacturers.
Moderated by Anthony McLoughlin I VP, Sales Data Analytics and AI, Aerospace I Altair
Panelists:
Naresh R. Jasotani I AI/ML Innovations Lead-Automotives, US I Google Cloud
Dr. Ingo Mierswa I Senior Vice President, Product Development I Altair
Mark Do Couto I Senior Vice President, Data Analytics I Altair
Mahshid Shirani I Data Science Manager I Altair
Presented at the ATCx AI for Engineers in July 2023, 38 mins
The presentation is in English by default. The following languages are available by clicking on Audio Description ('AD') on the video screen: CN, KR, JP, ES, and PT.
