A third officer in their unit is now being investigated for misconduct and department officials say it involves a separate incident.
That third officer has been stripped of his police powers after two officers in his unit were accused of assaulting a woman on Wednesday.
The incidents reportedly happened in her home and a police vehicle while the officers were on duty.
The woman told investigators she had sex with one officer before she became afraid and ran away screaming.
So far, the officers have not been charged.