Autonomous Underwater Vehicles (AUV) is one of the key technologies for deep ocean research. However AUV cannot work long time due to battery capacity. To solve this problem, a noncontact power supply is required for AUV to conduct observations for extended durations. In this study, we use resonant energy transfer method which has a wide transmission distance. We report results of the performance evaluation in water environment.