LargeD, I've found that adding capacitance may not be the best solution. I assumed, and you know what that can do, that power in Joules is power in Joules so if you cut voltage you need to add capacitance to keep everything "equal". The problem is that the higher discharge current overheats the resistance wire between the zero resistance wire and the clip holding it. I started with 4000mfd at about 21-25 volts and had a lot of broken leads when I tried winding a coil.
I've cut the capacitance down to 2000mfd and increased voltage up to about 31 to 33 and am getting better welds that are far less prone to breaking due to over heating. I'd drop to 1000mfd but it's a pain to take my little CD welder apart. I am building a "new, improved" model that will allow me to select between 330, 470 and a couple of 1000mfd and provide up to about 60 volts. I'm still waiting for a couple of parts or it would have been built already.
Bottom line is that the arc is what actually produces the weld and if the capacitance is too high to produce that arc the wire gets overheated and too brittle to work with. Try less capacitance and a higher voltage first, I think you'll find it works much better.
(to be read at double speed)
Just my opinion, worth what you're paying for it. Your results and mileage may vary. No warranty or guarantee is expressed or implied. Proceed at your own risk. The end user agrees to hold the poster harmless and without liability. I am not a doctor, scientist, chemist or physicist and hold no academic degrees, nor do I play any of them on TV.