I think you used four times as much citrate as I did. I used 40mg to make 250ml of 80 ppm CS. Scaling for volume would make it 20 mg citrate for 500ml 20ppm. I do not know if that would make any real difference, except that the excess sodium leads to less stable CS.
When I tested citrate, my reasoning for the amount was: One sodium citrate molecule contains 3 sodium atoms, and can reduce 3 silver atoms. Sodium citrate weighs almost 3 times as much as silver, so a one to one ratio of liberated silver to citrate would be a good minimum starting point, which would be 5 mg citrate per 250ml of 20ppm CS. But, sodium citrate also contains some water
*, so I arbitrarily doubled the weight of citrate. For your water volume, current and time, I would have used 20 mg based on that reasoning. It may not be optimum, and without knowing Formula Weight of the citrate, I cannot calculate it exactly.
Also, if you are using a copper cathode, it is best to remove it also from the solution before turning off the power. As soon as the power is turned off, the copper can become reactive. Its more important to remove the cathode than the anode. Butthis is probably not significant.
One other thing that might also happen is that silver oxide left over on the electrodes from previous runs may chemically react with the citrate, increasing the ppm. I have not tried this, but it may happen. Silver citrate is a lot more soluble than silver oxide.
I heard somewhere that silver NP's will only grow into spheres when using sodium citrate (as opposed to rods or cube shapes).
I have not heard that, but it may be true. I do know that using citrate with gold first produces gold rods which evolve into spheres over time. The rod shapes give the gold a dark blue to black color which changes to red as the rods become spheres. The shape of the particles does influence the color.
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*Trisodium Citrate has two different crystal structures with water. The formula weight depends on whether the crystals contain none, 2 or 5 water molecules. So the FW could range from 258 gms/Mole to 346 depending on the crystal form.