Batman: Mystery of the Batwoman (2003)

The Gotham city is stirred up again when a mysterious heroine appears under the name 'Batwoman' and starts fighting against the illegal activities of the Penguin. Since Batman doesn't know who is she, he must consider discovering her identity as the prime target while keeping an eye in the other evil forces.