Bakes Daniel, Schreiberová Lenka, Schreiber Igor, Hauser Marcus J B
Department of Chemical Engineering and Center for Nonlinear Dynamics of Chemical and Biological Systems, Institute of Chemical Technology, Prague, Technická 5, 166 28 Prague 6, Czech Republic.
Chaos. 2008 Mar;18(1):015102. doi: 10.1063/1.2779857.
We examine experimentally a chemical system in a flow-through stirred reactor, which is known to provide large-amplitude oscillations of the pH value. By systematic variation of the flow rate, we find that the system displays hysteresis between a steady state and oscillations, and more interestingly, a transition to chaos involving mixed-mode oscillations. The basic pattern of the measured pH in the mixed-mode regime includes a large-scale peak followed by a series of oscillations on a much smaller scale, which are usually highly irregular and of variable duration. The bifurcation diagram shows that chaos sets in via a period-doubling route observed on the large-amplitude scale, but simultaneously small-amplitude oscillations are involved. Beyond the apparent accumulation of period doubling bifurcations, a mixed-mode regime with irregular oscillations on both scales is observed, occasionally interrupted by windows of periodicity. As the flow rate is further increased, chaos turns into quasiperiodicity and later to a simple small-amplitude periodic regime. Dynamics of selected typical regimes were examined with the tools of nonlinear time-series analysis, which include phase space reconstruction of an attractor and calculation of the maximal Lyapunov exponent. The analysis points to deterministic chaos, which appears via a period doubling route from below and via a route involving quasiperiodicity from above, when the flow rate is varied.
我们通过实验研究了一个流动搅拌反应器中的化学系统,已知该系统能产生大幅度的pH值振荡。通过系统地改变流速,我们发现该系统在稳态和振荡之间表现出滞后现象,更有趣的是,它经历了一个涉及混合模式振荡的向混沌的转变。混合模式区域中测量到的pH值的基本模式包括一个大尺度的峰值,随后是一系列尺度小得多的振荡,这些振荡通常高度不规则且持续时间可变。分岔图表明,混沌是通过在大振幅尺度上观察到的倍周期路径产生的,但同时也涉及小振幅振荡。在明显的倍周期分岔积累之后,观察到一个在两个尺度上都有不规则振荡的混合模式区域,偶尔会被周期性窗口打断。随着流速进一步增加,混沌转变为准周期性,随后转变为简单的小振幅周期性区域。我们使用非线性时间序列分析工具研究了选定典型区域的动力学,这些工具包括吸引子的相空间重构和最大Lyapunov指数的计算。分析表明存在确定性混沌,当流速变化时,它从下方通过倍周期路径出现,从上方通过涉及准周期性的路径出现。