“…DFA has been used to analyze time series in different areas of scientific knowledge. For example, it shows the change in behavior in the liquid-vapor phase transition [6], the behavior of astrophysical systems [7,8], the dynamics of arterial pressure variations [9], the behavior of a waterway transportation system [10], economic series [11], meteorological factors [12,13], proteins [14], heartbeat fluctuations [15], and sunspots [16], vegetation [17], geomagnetic signals [18], fires [19], among other applications. The main objective of this article is to investigate the self-affinity of the oxygen content in the time series of the formation of soot in confined flames, to evaluate the temporal correlation of the measurements obtained from a combustion process, and to assess the efficiency of this process.…”