Raiders broke into the site on Butterley Hill, some time between 7.30pm on Tuesday, December 16 and 6am on Thursday, December 17.
Tools were taken as well as copper wiring.
Police are asking people to contact them with information on 101 quoting crime reference number 53266/14.