This study designs and manufactures ten model silencers of the passive types to realize the amount of noise reduction of the UAV power system. Some important results are summarized as follows: The overall noise reduction is the best for the silencers with single inlet and double outlets. The reduction ranges about 10-20 dB. This reduction is even more pronounced at 5000 rpm and 6000 rpm. To be installed on the UAV system, the size must be minimized. Under such request, several silencers with Helmholtz resonator can be connected in series to widen the frequency band for noise reduction. For the silencer with a single inlet and double outlets, the pressure drop is mild; but increases with increasing the engine speed.