Have you considered implementing a crafting system, where defeated ships leave behind materials and items like iron, bronze, phosphorous (for incendiary weapons), "energy emanators" (for force fields and energy-based weapons), gyroscopes (for radar and maybe homing/knight weapons), etc?
I think this would pair especially well with upgradeable weapons like Mk2 and Mk3's