6533b7d5fe1ef96bd1263fd1
RESEARCH PRODUCT
Application of selected methods of black box for modelling the settleability process in wastewater treatment plant
subject
random forestsmodified random forestssludge settleabilitymultivariate adaptive regression splinesdescription
The paper described how the results of measurement s of inflow wastewater temperature in the chamber, a degree of external and internal recirculation in the biological-mechanical wastewater treatment plan t (WWTP) in Cedzyna near Kielce, Poland, were used to make predictions of settleability of activated sludge. Three methods,namely: multivariate adaptive regression splines (MARS), random forests (RF) and modified random forests (RF+ SOM) were employed to compute activated sludge settleability. The results of analysis indicate that modified random forests demonstrate the best predictive abilities.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2017-01-01 | Ecological Chemistry and Engineering S-Chemia I Inzynieria Ekologiczna S |