We prove that, for any unit $ϵ$ in a real number field $K$ of degree $n+1$, there exits only a finite number of n-tuples in $K^n$ which have a purely periodic expansion by the Jacobi-Perron algorithm. This generalizes the case of continued fractions for $n=1$. For $n=2$ we give an explicit algorithm to compute all these pairs.