Abstract 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 incorporated as solutions to stochastic equations. For the demand satisfaction, solve a constrained optimal control problem. Controls in terms of network inputs then calculated explicitly f...