  In this article, we consider transport networks with uncertain demands.
Network dynamics are given by linear hyperbolic partial differential equations
and suitable coupling conditions, while demands are incorporated as solutions
to stochastic differential equations. For the demand satisfaction, we solve a
constrained optimal control problem. Controls in terms of network inputs are
then calculated explicitly for different assumptions. Numerical simulations are
performed to underline the theoretical results.
