The advantage of a side blast forge is the clinker falls below the tuyere where it's out of the way of the air blast.
The bottom blast cast iron firepots we're familiar with in the U.S., i think must have been designed in the late 1800s? to be more portable, but they require clinkers to be dealt with more.
I played around with a side blast for a few years, like the type Tai Goo uses for knife making. It works VERY well with charcoal.
It was a hand cranked blower on a 2" diameter black pipe, entering a 2x2 foot sheetmetal box (open at the top), full of clean wood ashes, with a cone shaped ducks nest. The pipe was covered and insulated by these ashes. Before firing, i usually slightly wet with water and packed the ashes to the conical shape. As the charcoal heated up, the ashes would get a slight crust which helped keep the cone in shape and helped stop breathing ash dust, i hope, each session.
I only ever used charcoal in that set-up.
If you've used charcoal you are aware of the massive amount it uses to forge weld.
I've recently got one of the heavy 1 1/4" thick bottom blast firepots from Kayne & Son to forge weld in with coke. It'll probably last a lifetime, but i kinda would like to try a water cooled sideblast like Mark Aspery uses.