Optimisation of the stormwater modelling of urban catchments using Design of Experiments (DOE)

Daniel Jato-Espino; Nora Sillanpaa; Sue Charlesworth; Jorge Rodriguez-Hernandez

Optimisation of the stormwater modelling of urban catchments using Design of Experiments (DOE)

Daniel Jato-Espino, Nora Sillanpaa, Sue Charlesworth, Jorge Rodriguez-Hernandez

Research output: Contribution to conference › Paper › peer-review

Abstract

This research developed a methodology for optimising the stormwater modelling of urban areas using Design of Experiments (DOE), and tested it through a case study of a catchment located in the city of Espoo (Finland), which validated its applicability under real conditions. The use of DOE enabled identifying the most influential parameters on catchment discharge, which were those related to its imperviousness, and maximised the fit to its observed outflow.

Original language	English
Pages	1468-1471
Number of pages	5
Publication status	Published - 2017
Event	14th IWA/IAHR International Conference on Urban Drainage - Prague Congress Centre, Prague, Czech Republic Duration: 10 Sept 2017 → 15 Sept 2017 http://www.icud2017.org/

Conference

Conference	14th IWA/IAHR International Conference on Urban Drainage
Abbreviated title	ICUD
Country/Territory	Czech Republic
City	Prague
Period	10/09/17 → 15/09/17
Internet address	http://www.icud2017.org/

Keywords

design of experiments
urban hydrology
stormwater modelling
geographic information system

Cite this

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title = "Optimisation of the stormwater modelling of urban catchments using Design of Experiments (DOE)",

abstract = "This research developed a methodology for optimising the stormwater modelling of urban areas using Design of Experiments (DOE), and tested it through a case study of a catchment located in the city of Espoo (Finland), which validated its applicability under real conditions. The use of DOE enabled identifying the most influential parameters on catchment discharge, which were those related to its imperviousness, and maximised the fit to its observed outflow.",

keywords = "design of experiments, urban hydrology, stormwater modelling, geographic information system",

author = "Daniel Jato-Espino and Nora Sillanpaa and Sue Charlesworth and Jorge Rodriguez-Hernandez",

year = "2017",

language = "English",

pages = "1468--1471",

note = "14th IWA/IAHR International Conference on Urban Drainage, ICUD ; Conference date: 10-09-2017 Through 15-09-2017",

url = "http://www.icud2017.org/",

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TY - CONF

T1 - Optimisation of the stormwater modelling of urban catchments using Design of Experiments (DOE)

AU - Jato-Espino, Daniel

AU - Sillanpaa, Nora

AU - Charlesworth, Sue

AU - Rodriguez-Hernandez, Jorge

PY - 2017

Y1 - 2017

N2 - This research developed a methodology for optimising the stormwater modelling of urban areas using Design of Experiments (DOE), and tested it through a case study of a catchment located in the city of Espoo (Finland), which validated its applicability under real conditions. The use of DOE enabled identifying the most influential parameters on catchment discharge, which were those related to its imperviousness, and maximised the fit to its observed outflow.

AB - This research developed a methodology for optimising the stormwater modelling of urban areas using Design of Experiments (DOE), and tested it through a case study of a catchment located in the city of Espoo (Finland), which validated its applicability under real conditions. The use of DOE enabled identifying the most influential parameters on catchment discharge, which were those related to its imperviousness, and maximised the fit to its observed outflow.

KW - design of experiments

KW - urban hydrology

KW - stormwater modelling

KW - geographic information system

M3 - Paper

SP - 1468

EP - 1471

T2 - 14th IWA/IAHR International Conference on Urban Drainage

Y2 - 10 September 2017 through 15 September 2017

ER -

Optimisation of the stormwater modelling of urban catchments using Design of Experiments (DOE)

Abstract

Conference

Keywords

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Cite this