DocumentCode :
545351
Title :
Model calibration and system simulation from real time monitoring of water distribution networks
Author :
Nicolini, Matteo ; Patriarca, Alessandro
Author_Institution :
Fac. of Eng., Univ. of Udine, Udine, Italy
Volume :
1
fYear :
2011
fDate :
11-13 March 2011
Firstpage :
51
Lastpage :
55
Abstract :
The paper describes a new methodology developed for model calibration and simulation of water distribution networks, starting from real time monitoring of pressures and flows throughout the system. In particular, the data recorded at the measurement stations are transmitted via GPRS to a server, archived in Oracle format, and used by the numerical simulator. Model calibration is based on a genetic algorithm running on a periodical basis within the simulator, in order to update the values of the coefficients representing the distribution of water losses. The application to a real network allowed to identify the areas with major problems, and to program leakage detection surveys and system rehabilitation, thus resulting in considerable water savings and reduction in pumping costs.
Keywords :
calibration; computerised monitoring; genetic algorithms; packet radio networks; real-time systems; water supply; GPRS; Oracle format; data recording; genetic algorithm; leakage detection; measurement stations; model calibration; model system simulation; numerical simulator; pumping cost reduction; real time monitoring; water distribution network; water loss distribution; water savings; Calibration; Data models; Genetic algorithms; Numerical models; Optimization; Real time systems; Software; genetic algorithms; leakages; optimization; simulation; water supply;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Research and Development (ICCRD), 2011 3rd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-839-6
Type :
conf
DOI :
10.1109/ICCRD.2011.5763972
Filename :
5763972
Link To Document :
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