Groundbreaking AI-Powered Simulation Solutions: Redefining Engineering Precision and Speed

Discover Siemens’ cutting-edge AI-driven simulation solutions – HEEDS™ AI Simulation Predictor and Simcenter™ Reduced Order Modeling.

Siemens Digital Industries Software has unveiled two groundbreaking solutions in the realm of engineering simulation, setting a new standard for innovation. The launch introduces HEEDS™ AI Simulation Predictor software and Simcenter™ Reduced Order Modeling software, revolutionizing the way engineers approach complex manufacturing challenges. These tools are designed to deliver predictive performance with unparalleled speed, precision, and efficiency.

HEEDS AI Simulation Predictor marks a significant leap forward for manufacturers, offering engineering teams the power of advanced AI-driven predictive modeling. As part of the Siemens Xcelerator portfolio, it promises to redefine design space exploration.

The Advantages:

• Precision Optimization: HEEDS AI Simulation Predictor utilizes cutting-edge AI with built-in accuracy awareness, enabling organizations to fully leverage digital twins to finely optimize their products with unmatched precision.
• Accelerated Innovation: By tapping into historical simulation studies and accumulated knowledge, engineering teams can swiftly craft high-performing, innovative designs, significantly reducing time-to-market.

Addressing the Challenge of AI Drift:

AI-powered simulations often face the challenge of AI drift, where models inaccurately extrapolate in unexplored design spaces. HEEDS AI Simulation Predictor tackles this by introducing accuracy-aware AI, actively self-verifying predictions. This technology ensures simulations are not just accurate but also reliable in real-world industrial engineering applications.

Behnam Nouri, Team Lead at Siemens Energy, attests to the significant improvements made possible by HEEDS AI Simulation Predictor. It has optimized gas turbine components, leading to accelerated design cycles and a 20% improvement in component lifetime, while saving over 15,000 hours of computational time.

Simcenter Reduced Order Modeling, another introduction by Siemens, harnesses high-fidelity simulation and test data to train and validate AI/ML models. These models enable engineers to make predictions in a fraction of a second, transforming the approach to simulation in the engineering realm.

Advantages of Simcenter Reduced Order Modeling:

• Speed and Precision: Leveraging high-fidelity data, engineers gain rapid predictions, making critical decisions in a fraction of the time conventional methods would take.
• Predictive Performance: By training AI/ML models on comprehensive datasets, this technology provides robust, reliable insights, eliminating the issue of AI drift.

Jurgen Dedeurwaerder from Plastic Omnium notes that Simcenter Reduced Order Modeling enables faster activities such as model-in-the-loop controller development and testing, shortening development cycles by about 25%. It also offers a reliable and cost-effective way to distribute models to teams, resulting in better quality products.

Jean Claude Ercolanelli, Senior Vice President at Siemens Digital Industries Software, emphasizes the breakthrough nature of these technologies, highlighting their capacity to accelerate design space exploration with precision and reliability.

Siemens Digital Industries Software is pushing the boundaries of AI-driven simulations, enabling reliable and trustworthy simulations, and expanding the possibilities in simulation technology. To explore more about these advancements, visit the What’s New in HEEDS and Simcenter Reduce Order Modeling blogs.

Siemens Digital Industries Software aids organizations in digitally transforming their operations using software, hardware, and services from the Siemens Xcelerator business platform. Its software and comprehensive digital twin empower companies to optimize their design, engineering, and manufacturing processes, turning current ideas into sustainable future products across all industries.