“…Through data analysis of combustion process information, the combustion state can be accurately identified and classified, thus providing useful judgment strategies and accurate prediction for industrial production [19]. For many years, researchers have characterized the properties of chaotic behaviors and distinguished between the different types of chaos by plenty of methods and criterias, including power spectrum [20,21], features of a trajectory in the phase space such as strange attractor [22], Lorenz map [23], Poincare map [24], Hurst index [25,26] and Lyapunov stability [27,28]. The identification of chaos by these methods is complicated and tedious.…”