An introduction to biological wastewater treatment explained by SOM and clustering algorithms

The objective of this paper is the establishment of the relationships among the main variables of a wastewater biological treatment process using, as a first approach, data from a continuous aerobic reactor that was simulated by means of the activated sludge model No 1 (ASM no 1). Self-organizing ma...

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Bibliographic Details
Main Authors: Garcia, H.L., Gonzalez, I.M.
Format: Conference Proceeding
Language:English
Subjects:
Applied sciences
Biodegradable materials
Biological materials
Biological system modeling
biological wastewater treatment
Biomass
Clustering algorithms
Exact sciences and technology
General purification processes
Inductors
Microorganisms
Nitrogen
Organisms
Pollution
self-organizing map
Wastewater treatment
Wastewaters
Water treatment and pollution
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Summary:The objective of this paper is the establishment of the relationships among the main variables of a wastewater biological treatment process using, as a first approach, data from a continuous aerobic reactor that was simulated by means of the activated sludge model No 1 (ASM no 1). Self-organizing map (SOM) and clustering techniques were used to carry out this task.
DOI:10.1109/ISIE.2004.1571862