Alfred is his first (sometimes referred to as "given" or "Christian") name. Pennyworth is his surname (sometimes referred to as "last name"). Thaddeus and Crane are his middle names, following a fine British tradition of bestowing multiple middle names on children at birth.
If Crane were part of his surname, it would be hyphenated like so: Crane-Pennyworth.