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- Zambrano, Jesús, et al.
(författare)
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Gaussian process regression for monitoring a secondary settler
- 2015
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Ingår i: Proc. 2nd IWA Conference on New Developments in IT & Water. - : IWA Publishing.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- An approach based on Gaussian Process Regression for monitoring the sludge profile of a secondary settler is proposed. Gaussian Process is a probabilistic, nonparametric model with an uncertainty prediction. The approach is illustrated using data from a sensor measuring the sludge concentration in a settler as a function of the settler depth at Bromma wastewater treatment plant (WWTP). Results suggest that the approach is feasible for monitoring and fault detection of the sludge settling process.
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