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

Author
Sànchez-Marrè, M.; Cortes, U.; Rodriguez-Roda, I.; Poch, M.; Lafuente Sancho, Francisco Javier
Type of activity
Journal article
Journal
Microcomputers in civil engineering
Date of publication
1997-07
Volume
12
Number
4
First page
251
Last page
266
DOI
https://doi.org/10.1111/0885-9507.00061 Open in new window
URL
http://onlinelibrary.wiley.com/doi/10.1111/0885-9507.00061/abstract Open in new window
Abstract
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...
Group of research
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
KEMLG - Knowledge Engineering and Machine Learning Group

Participants