Yes it does generate a lot of heat, that's why I advised a metal enclosure.
Our train club in Texas did some experimenting with these in the late '90s, even monitoring the waveform on an oscilloscope. I'm pretty sure we needed at least 150uF to obtain the needed smoothing. We built a ventilated enclosure, and yes a couple of times we "let the smoke out!" Whatever you do be careful!!