A suggestion:
Instead of a chosen siege timer, have an power-bar that slowly goes down. Once it's empty it will have to be replaced/recharged, which give the attackers a window to assault the base.
Also, the energy expenditure can be affected by the power usage of owners, a sabotage of an...