Let $E$ be an infinite-dimensional complex Hilbert space.
Let $(A_1,\cdots,A_n)\in \mathcal{L}(E)^n$ be such that
$A_iA_j=A_jA_i$ for all $i,j$.
$A_k^*A_k=A_kA_k^*$ for all $k$.
Why $S=\sum_{k=1}^n A_k$ is normal?
Let $E$ be an infinite-dimensional complex Hilbert space.
Let $(A_1,\cdots,A_n)\in \mathcal{L}(E)^n$ be such that
$A_iA_j=A_jA_i$ for all $i,j$.
$A_k^*A_k=A_kA_k^*$ for all $k$.
Why $S=\sum_{k=1}^n A_k$ is normal?
Each $A_j$ is normal, and $A_i,\ A_j$ commute for all $i,j$, so by the Fuglede-Putnam-Rosenblum theorem, we have $A_i^*A_j=A_jA_i^*$ for all $i,j$.
Knowing this, we have $$S^*S=\left(\sum_{i=1}^nA_i^*\right)\left(\sum_{j=1}^nA_j\right)=\sum_{i=1}^n\sum_{j=1}^nA_i^*A_j=\sum_{i=1}^n\sum_{j=1}^nA_jA_i^*=SS^*$$