Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Classification of Domestic Water Consumption Using an ANFIS Model
Year:2008
Research Areas
  • Processing and signal analysis
Information
Abstract
This work presents classification results of different water outputs in a house. Input variables are time and flow measurements in a point of the network distribution, and the identified classes are relevant consumptions as sink consumption, shower consumption, etc. Due to human influence on consumption data, we selected a classifier based on an interpretable model; that allows the incorporation of knowledge provided by users or experts. Thus, this study is based on the well known Anfis model and AGUA (real data taken for a project being developed in Guadalajara, Mexico) the data set corresponding to a supervised case. The result shows that the proposed algorithm works well, with recognition above 91%, and it could be used for a better profit of domestic water management.
International
Si
Congress
World Automation Congress 2008
960
Place
Waikoloa, HI, EEUU
Reviewers
Si
ISBN/ISSN
978-1-889335-38-4
Start Date
28/09/2008
End Date
02/10/2008
From page
1
To page
6
Proc. of the World Automation Congress, WAC 2008
Participants
  • Autor: B OJEDA-MAGAÑA (DIP-CUCEI UNIVERSIDAD DE GUADALAJARA, MEXICO)
  • Autor: MA Corona-Nakamura (DIP-CUCEI UNIVERSIDAD DE GUADALAJARA, MMEXICO)
  • Autor: Diego Andina De la Fuente (UPM)
  • Autor: R Ruelas (DIP-CUCEI UNIVERSIDAD DE GUADALAJARA, MEXICO)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Automatización en Señal y Comunicaciones (GASC)
  • Departamento: Señales, Sistemas y Radiocomunicaciones
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