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Learning and adaptation in wastewater treatment plants trough case-based reasoning

Autor
Sànchez-Marrè, M.; Cortes, U.; Rodriguez-Roda, I.; Poch, M.; Lafuente Sancho, Francisco Javier
Tipus d'activitat
Article en revista
Revista
Microcomputers in civil engineering
Data de publicació
1997-07
Volum
12
Número
4
Pàgina inicial
251
Pàgina final
266
DOI
https://doi.org/10.1111/0885-9507.00061 Obrir en finestra nova
URL
http://onlinelibrary.wiley.com/doi/10.1111/0885-9507.00061/abstract Obrir en finestra nova
Resum
This paper discusses a case-based reasoning approach to modeling the specific or experiential knowledge coming directly from wastewater treatment plant (WWTP) operation within the overall supervisory task of a plant. A concrete implementation is detailed: case structure, case library organization, retrieving algorithm, matching function, and learning techniques. Starting from some initial cases (learning by observation), the system evolves, adapting its experiential knowledge (learning by own ex...
Grup de recerca
IDEAI-UPC Intelligent Data Science and Artificial Intelligence
KEMLG - Grup d´Enginyeria del Coneixement i Aprenentatge Automàtic

Participants