I am working on the application of Gaussian mixture model (having two variables) on monitoring the sludge profiles of a secondary settler of a waste water treatment plant such that the sludge concentration is a function of the settler level.
The data needed are:
1) Sludge concentration (V1)
2) Settler level (V2).
Kindly check on this paper
https://www.mdpi.com/2071-1050/12/24/10522/pdf
It always depends on temperature which is the function of season and your latitude. I understand, that this parameter is additional one and you are not observing it in your design but in the real conditions this parameter is most critical. Anyway, take it into account when you will use real-data to apply for your model. Good luck!
Thank you Oleksandr Goncharov for the fantastic insight. However, I would be grateful if you can get me data on the requested parameters.
Dear Ademola Ogunniran, I have no rights/access to the database I used at my previous job, but I believe you could get monitoring-data from any WWTP. Perhaps, a lot of data are available in open sources.
Actually the data I need is from the monitoring of a secondary settler tank of a waste water treatment plant. Specifically, the sludge concentration and settler level/height. The sludge concentration and the settler level/height constitute a profile that can be monitored over time. This data can be collected with use of a sensor and I do not have the finance to embark on such project. Reason why I'm looking for a secondary data @ Oleksandr Goncharov
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