To void a bill payment that was created in earlier periods which are closed now :
Solution 1 : Void transactions using reverse journals is disabled, then re-open the period and void the bill payment.
Solution 2 : Void transactions using reverse journals is enabled, then a voiding Journal entry can be created in the open period. The bill payment transaction shows void in the memo field.