How does lowering altitude conserve energy in Solar Impulse 2?
Generally, best range is at high altitude(thin air, less drag), and best endurance is at low attitude(thick air, more lift) and low power. 

It makes sense that at night they would have to descend to a best endurance altitude to conserve battery power. 


Source: solarimpulse.com