We can derive from a polynomial identity, in turn, follows from the Fourier series expansion of sums of products of Bernoulli functions. We consider three types of functions given by sums of products of higher– order Bernoulli functions and derive their Fourier series expansions. Moreover, we express each of them in terms of Bernoulli functions.