An energy storage system includes a common-mode arcing detection function and a photovoltaic energy storage device. The energy storage system further includes a battery cluster, a common-mode current detection unit, and a controller. The controller is configured to control a path between the battery cluster and an output end of the energy storage system to be cut off when a frequency domain component of a common-mode current detected by the common-mode current detection unit is greater than a first preset amplitude