How do I change the time zone in AAD Connect

We receive emails when an error in out on-prem Active Directory happens. The "Identity Synchronization Error Report" email shows the wrong time zone when we receive the emails. We are in EST and the synchronization errors show GMT. Does anyone know how to change this and how to set this upon initial installation of AAD Connect? We are running AAD Connect v1.1.524.0 which is the latest version.