Real-time modeling of a water distribution system (WDS) is critical step for the control and operation such systems. The nodal demand, as most important time-varying parameter, must be estimated in real time. computational burden demand estimation intensive, leading to inefficiency large-scale networks. Jacobian matrix computation Hessian inversion are main processes that dominate To address th...