They'd need some very big RTGs to last that long, and I don't think we manufacture plutonium at the necessary volumes for that anymore.
Lower power, but a telescope like this does not need constant power, so some kind of short term power storage (capacitor I would assume, or some kind of ultra long life battery) could handle that.