Miquel Sànchez-Marrè

Prof. Miquel Sànchez-Marrè

Intelligent Data Science and Artificial Intelligence Research Center (IDEAI-UPC), Knowledge Engineering and Machine Learning group (KEMLG), Dept. of Computer Science, Universitat Politècnica de Catalunya, Carrer de Jordi Girona 1-3, 08034 Barcelona, Catalonia, Spain
orcid

Research Focus & Metrics

Academic Career Length

33Years (1994-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 September 2004 in Environmental Modelling & Software
Verified
Journal Article
Closed access
Manel PochManel Poch
Manel Poch
Joaquim ComasJoaquim Comas
Joaquim Comas
IRIgnasi Rodríguez-Roda
Ignasi Rodríguez-Roda
Miquel Sànchez-MarrèMiquel Sànchez-Marrè
Miquel Sànchez-Marrè
UCUlises Cortés
Ulises Cortés

1 July 2000 in Applied Intelligence
Verified
Journal Article
Closed access
PDF file
UCUlises Cortés
Ulises Cortés
Miquel Sànchez-MarrèMiquel Sànchez-Marrè
Miquel Sànchez-Marrè
Luigi CeccaroniLuigi Ceccaroni
Luigi Ceccaroni
IRIgnasi Rodríguez-Roda
Ignasi Rodríguez-Roda
Manel PochManel Poch
Manel Poch

1 September 2004 in Environmental Modelling & Software
Verified
Journal Article
Closed access
Luigi CeccaroniLuigi Ceccaroni
Luigi Ceccaroni
UCUlises Cortés
Ulises Cortés
Miquel Sànchez-MarrèMiquel Sànchez-Marrè
Miquel Sànchez-Marrè

1 December 2018 in Environmental Modelling & Software
Verified
Journal Article
Open access
KGKarina Gibert
Karina Gibert
Joaquín IzquierdoJoaquín Izquierdo
Joaquín Izquierdo
Miquel Sànchez-MarrèMiquel Sànchez-Marrè
Miquel Sànchez-Marrè
SHSerena H. Hamilton
Serena H. Hamilton
IRIgnasi Rodríguez-Roda
Ignasi Rodríguez-Roda
GHGeoff Holmes
Geoff Holmes

1 February 2002 in Water Science & Technology
Verified
Journal Article
Closed access
PDF file
IRI.R. Rodriguez-Roda
I.R. Rodriguez-Roda
Miquel Sànchez-MarrèMiquel Sànchez-Marrè
Miquel Sànchez-Marrè
Joaquim ComasJoaquim Comas
Joaquim Comas
Juan BaezaJuan Baeza
Juan Baeza
JCJ. Colprim
J. Colprim
Manel PochManel Poch
Manel Poch
Integrated operation of Wastewater Treatment Plants is still far from being solved. A reasonable proposal should link advanced and robust control algorithms to some knowledge-based techniques, allocating the detailed engineering to numerical computations, while delegating the logical analysis and reasoning to supervisory intelligent systems. This paper describes the development and implementation of a knowledge-based Hybrid Supervisory System to support the operation of a real Wastewater Treatment Plant. The system integrates different reasoning modules, overcoming the limitations in the use of each single technique, while providing an agent based architecture with additional modularity and independence. It is structured into three separated levels: data gathering, diagnosis, and decision support. The different tasks of the system are performed in a seven-step cycle: data gathering and update, diagnosis, supervision, prediction, communication, actuation, and evaluation phase. In spite of certain reservations of the scientific community about the use of these techniques, the system is successfully performing real-time support to the operation of the Granollers facility since September 1999. Results of the first four-month validation period are shown and discussed. An example of the system behavior is also shown in the paper. The conclusions indicate the key steps which are necessary to transfer the system to another facility.

1 September 2004 in Environmental Modelling & Software
Verified
Journal Article
Closed access
HNHéctor Núñez
Héctor Núñez
Miquel Sànchez-MarrèMiquel Sànchez-Marrè
Miquel Sànchez-Marrè
UCUlises Cortés
Ulises Cortés
Joaquim ComasJoaquim Comas
Joaquim Comas
MMMontse Martínez
Montse Martínez
Manel PochManel Poch
Manel Poch