06/16/2026
Fewer engineers, more complex NVH testing demands. How do you close the gap?
With workforce shortages hitting testing labs just as the shift to EVs introduces highly complex acoustic challenges, traditional methodologies are no longer enough. The absence of an internal combustion engine exposes subtle motor whines and interior rattles, making testing protocols tougher than ever.
In their latest article, Randy Rozema of ACS and Peter Schaldenbrand of Siemens Digital Industries Software break down how forward-thinking teams are leveraging AI and automation to standardize workflows and compress data analysis timelines. By embedding these intelligent tools into daily workflows to handle tasks like modal curve fitting in a single day rather than a week, smaller teams can drastically reduce manual overhead, accelerate time-to-market, and turn acoustic optimization into a massive competitive advantage.
Read the full article here: https://hubs.ly/Q04lB5rb0