DocumentCode
1717478
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
Volume
2
fYear
1998
Firstpage
1255
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location
Trieste
Print_ISBN
0-7803-4104-X
Type
conf
DOI
10.1109/CCA.1998.721660
Filename
721660
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