AFAIK, There's nothing that says you can't make your own nuclear power plant. Just stuff forbidding you from obtaining nuclear material. Which would make it hard to operate a power plant. But you could still make one that doesn't do anything!
Most nuclear plants are owned by corporations. Before the accident, Three Mile Island was owned and operated by Constellation Energy (now Constellation Nuclear) and EnergySolutions.