Layer peas and next 9 ingredients (through ham) in order listed in a 6-quart electric slow cooker. Gently pour 6 cups water over top. Cover and cook on LOW for 8-9 hours.
Discard bay leaf and coarsely mash soup to desired consistency, adding additional hot water to thin, if desired. Serve hot.