Optimal pump scheduling problems are among the most common operational problems in water distribution system optimization. It is thus crucial that WaterModels.jl supports the solution of these problems. This will involve the addition of new network components, new model variables and constraints, and heavy usage of the multinetwork data structures contained herein.