Title :
Identification of urban drainage network rainfall-runoff black-box models
Author :
Previdi, Fabio ; Lovera, Marco ; Mambretti, Stefano
Author_Institution :
Dipt. di Elettronica, Politecnico di Milano, Italy
Abstract :
The problem of calibrating conceptual models for the design of urban drainage networks is analysed and the use of black-box identification methods is proposed and applied to experimental data. Both linear (ARX and state space) and nonlinear (polynomial and neural NARX) models are considered and their performance in the simulation and prediction of the network flow from rainfall measurements is evaluated
Keywords :
MIMO systems; autoregressive processes; discrete time systems; identification; operations research; rain; state-space methods; town and country planning; ARX model; MIMO systems; NARX models; black-box models; discrete time systems; identification; rainfall; simulation; state space model; urban drainage network; Calibration; Electronic mail; Fluid flow measurement; Hydrologic measurements; Lakes; Polynomials; Predictive models; Rain; State-space methods; System identification;
Conference_Titel :
Control Applications, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Trieste
Print_ISBN :
0-7803-4104-X
DOI :
10.1109/CCA.1998.721660
