I can tell you that they do, in fact, work. I've seen substantial gains with the generators I've fabricated and installed.
You will need a few basic things. An electrolyser cell...a bubbler....and a means of switching it on and off. More complicated systems utilize PWMs and EFIEs...but they aren't absolutley necessary.
The more efficient your design the better the gains you will see.

