OK, last reply from me on this which may help anyone else who's getting password failure from Worldpay

I contacted Worldpay about this and they found that the "Invisible auth password" had a password set, despite there being no evidence of one in the Installation settings.

Suggest if anyone is having the same problem, try clearing this field again or contacting RBS support to clear it for you.