Yes, I've built a similar circuit to that before and it works well.
In your case you have a problem: the maximum rating of the NE555 is 16V, so will need to be powered by a separate regulator. Tap 24VDC from the first PSU and connect it to the 555 via an LM78L12 or LM7812 with the appropriate...