01 The Problem
At a TSMC 300mm fab, dozens of variable-frequency drives control the giant pumps and air handlers that keep the cleanroom alive. Inside each VFD, a bank of DC link capacitors smooths the power — and when one of those capacitors fails, it doesn't just go bad. It explodes, takes down the entire production line, and forces every tool on that line to reset. Each hour of lost production costs more than $5 million.
The Risk
300mm fab VFD DC capacitors explode without warning, taking down entire production lines and forcing tool resets.
Detection Gap
A single VFD failure costs hours of production — over $5M per hour.