Siemens Digital Industries Software Blogs

As products become more complex and development timelines continue to shrink, NVH engineers are moving beyond the traditional "Build → Measure → React" approach toward a new workflow: Characterize → Predict → Explore. By combining invariant component characterization, blocked forces, and dynamic sub-structuring techniques, engineers can create hybrid virtual prototypes that predict system-level NVH performance before physical prototypes exist. This shift enables earlier design exploration, reduces reliance on late-stage troubleshooting, and accelerates the transition to virtual prototyping. The 2027 component-Based Transfer Path Analysis & Virtual Prototyping masterclass is designed to help engineers adopt these methods through hands-on training in the latest techniques and workflows available in Simcenter Testlab.

Exploring simulation for industrial autonomy through the Factory-One Digital Twin Marketplace Siemens Cre8Ventures is exploring a proposed collaboration with SimForge,...

Explore the recap of Siemens at NVIDIA GTC in Berlin from October 20-22, 2026, NVIDIA's premier European AI conference. At the event, Siemens announced its latest collaboration with NVIDIA, combining Teamcenter software and Process Preparation X and NVIDIA Cosmos to advance PCB inspections from design to the factory floor. Electronics manufacturers will be able to create and optimize AI-powered workflows for automated optical inspection (AOI) processes and work with a virtual "golden board" using the digital twin. In addition to accelerating PCB inspection, Siemens also highlighted its vision for the Industrial Metaverse through Digital Twin Composer, illustrating how AI-powered digital twins can bridge the gap between physical and virtual operations, helping manufacturers make smarter decisions, reduce risk, and bring products to market faster.

In the high-stakes world of global manufacturing, the gap between “operational” and “optimized” is widening. As companies face mounting pressure...

The sun beat down on the golden expanse of the Central Valley, pushing ambient temperatures past 40°C. Inside the sealed...

What does a decades-old rotary engine, a family locomotive-parts shop, and the scramble to power AI data centers have in...

Discover how advanced CFD simulation reveals hidden inefficiencies in hot water systems. See how real-world analysis uncovers critical temperature variations that traditional methods miss, leading to significant energy savings.

When engineers discuss requirements, the conversation often focuses on definition and management. But defining requirements is only the beginning. The...

Factory-One brings another emerging technology into the mission – exploring whether deterministic, low-power AI compute can help robots perceive, decide...