Shutting down a nuclear reactor can be done very fast (emergency shutdown, underload shutdown) but increasing the load takes much longer.
This is one of the reasons that the blackout of 2003 lasted as long as it did, due the rapid decrease in load a couple of nuclear plants did a rapid shut-down.
Most base-load generating plants are difficult to adjust to a rapidly varying load.
