I'm guessing these are 4-20mA loop powered temperature transducers ..???
If all six transducers link to a data logging system with a common signal ground then you would typically need a single 24V DC supply with a rating of (say) at least 150mA. If you envisage expanding the system capabilities later then add sufficient extra current rating.