# Mechanism and kinetics of bacteria-killing in a batch study in presence of Ag impregnated activated carbon Source: [Mechanism and kinetics of bacteria-killing in a batch study in presence of Ag impregnated activated carbon]() Collection index: [llms.txt]() Data updated: 2025-10-25T04:55:59.097Z Authors: Vivekananda Bal Published: 2023-07-11T14:58:46.000Z ## Abstract A mathematical model based on classical species balance equation has been developed to explain the experimental observation on E.Coli cell-killing in a batch reactor and to extract information on cell-killing mechanism. Maximum likelihood optimization method has been used to obtain the best fit to the experimental data to extract ten unknown kinetic and thermodynamic parameters, which is otherwise practically impossible. Bacteria killing kinetics is found to be dominated by contact killing mechanism with approximately one order difference between contact-and bulk-killing kinetics. The order of Ag-bacteria interaction is highly non-linear and thus the interaction is highly complex in manner. Concentration of Ag on the outer surface of AC controls the kinetics of bacteria killing. Mechanism of release of Ag from the inner surface of pores does has minimal impact on the bacteria killing kinetics. Activity of silver seems to remain preserved after cell killing and the surface concentration of Ag used in the experiment is so high that bacteria killing kinetics is independent of whether Ag remains active or not. ## Recorded benchmark results A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. ## Original sources and implementation [Original paper]() [PDF]()