I did this a couple of years ago, I bought some huge pots of emulsifying cream from the chemist and mixed the oils etc into it. Bit of a faff to do (it's easiest to tip all the cream into a big mixing bowl then decant it back into the original tubs after you've put the oils in.) it worked really well and seemed quite soothing on really itchy bits too.