Electrical discharges take place in the Positive portion of the sine wave. Depending on the severity,the discharges take place in different points of the sine wave and have different durations in time. For example, for air to be a conductor of the discharge, you must have over a 1000 volt potential. This means that the actual discharge takes place only at the peak of the positive portion of the sine wave.