Naslov
Removal of micropollutants using a membrane bioreactor coupled with powdered activated carbon — A statistical analysis approach

Autori
Gutiérrez, Marina ; Ghirardini, Andrea ; Borghesi, Michela ; Bonnini, Stefano ; Mutavdžić Pavlović, Dragana ; Verlicchi, Paola

Izvornik
Science of the total environment (0048-9697) 840 (2022); 156557, 9

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
cluster analysis ; membrane biological reactor ; micropollutants removal ; powdered activated carbon ; principal component analysis ; regression analysis

Sažetak
The occurrence of micropollutants in wastewater is largely documented as well as the environmental risk posed by their residues in the aquatic environment. Many investigations have been carried out and plan to study and improve their removal efficiency in existing wastewater treatment plants. At the same time, efforts are being made to develop new technologies or upgrade existing ones to increase the removal of a selection of micropollutants. Due to the great variability in their chemical and physical properties, it would be advisable to find representative compounds or identify the factors which most influence the removal mechanisms under specific conditions. This study analyses the removal efficiencies of a great number of micropollutants in wastewater treated in a membrane bioreactor coupled with powdered activated carbon (PAC), which was the subject of a review article we have recently published. The main operational parameters (i.e. PAC dosage, PAC retention time, and sludge retention time) and compound physicochemical properties (i.e. octanol-water distribution coefficient, charge, and molecular weight) were first selected on the basis of a dedicated screening step and then an attempt was carried out to clarify their influence on the removal of micropollutants from wastewater during its treatment. To this end, a statistical analysis, mainly based on exploratory methods (cluster analysis and principal component analysis) and regression analysis, was carried out to compare and discuss the different results published in the scientific literature included in the cited review article. It emerged, that, based on the collected dataset, micropollutant charge and LogDow seem to play the most important role in the removal mechanisms occurring in MBR coupled with PAC.

Izvorni jezik
Engleski

Znanstvena područja
Kemija, Kemijsko inženjerstvo

POVEZANOST RADA