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We consider a simple system with a local synchronous generator and a loadwhose power consumption is a random process. The most probable scenario ofsystem failure (synchronization loss) is considered, and it is argued that itsknowledge is virtually enough to estimate the probability of failure per unittime. We discuss two numerical methods to obtain the "optimal" evolutionleading to failure.

Most probable failure scenario in a model power grid with random power demand