The ESO observatory in Paranal has its own electricity power plant, both natural gas and - recently - solar.
Computers: multiple TB of data per day will be generated and will need to be archived, backed up, and made easily accessible. Everything on the telescope and the instruments mounted on it is computer-controlled, with countless computer and electronics racks to power and maintain.
Staff: not only salaries and food, they have to run a whole hotel-like facility for people who live on the site for weeks at a time, plus travel costs both from the rest of Chile and from the main HQ in Germany. It's in the middle of the most forbidding desert on Earth, so water and everything else has to be trucked in. Facilities are spread out, so there are dozens of trucks and cheap Fiat cars to go around, with a gas station to fill them up. Cooks, cleaners, engineers, technicians come and go nearly every day.
It all adds up quickly.