Yes, the trust is a separate legal entity just like a person, corporation or business and may own bank accounts in its name. In order to open an account, the trust must first obtain a taxpayer ID...
Simply go to your bank and tell them you want to open a Trust account. Anyone can do it at any bank. You will need to name a beneficiary, and make sure to tell your beneficiary that the trust exists...