Reliability requirements for semiconductor devices have increased tremendously in the past years. However, product qualification is still dominated by standard stress test procedures. Despite improved approaches that have entered the discussion recently, testing alone will not suffice to prove very low failure rates. Understanding of the device behaviour together with physical modelling is indispensable. Simulation plays a key role in this undertaking.