I've done it. The larger the grid, the more difficult it is. But as long as you have fuel and an adequately maintained grid, its not as hard as some in the comments make it out to be. Better regulation would make it easier. For instance, in Singapore emergency diesel or some other method for black start is a requirement for most generation stations. The rest of the world likely has more lax requirements.