“…The residence time of pipe water, the infiltration of exogenous substances, in the case of negative pressure in the pipes, as well as the mixing of water from different sources could lead to changes in the water quality. A longer residence time often leads to a greater probability of water contamination within the pipe network (Tinker et al, 2009;Sekozawa et al, 2013;Zlatanović et al, 2017;Geng et al, 2021;Kennedy et al, 2021). Thus, water residence time in pipe network is a variable of interest for urban water utilities; it can be determined by using methods such as hydraulic models (Tinker et al, 2009), chlorine decay model (Bhadula et al, 2021;Geng et al, 2021), or, to a lesser extent, by measuring trihalomethane, a by-product of the chlorine-organic matter interaction (Sekozawa et al, 2013).…”