Yang Jie, Li Chunbiao, Zhang Qian, Wu Zhihao, Zhang Xin, Liu Peiqiao, Liu Zuohua, Tao Changyuan, Zheng Guocan, Yang Yong, Wei Hanke
School of Chemistry and Chemical Engineering, Chongqing University, Chongqing, 400044, China.
School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, 210044, China.
Sci Rep. 2025 Jan 2;15(1):59. doi: 10.1038/s41598-024-83747-z.
The control and industrial application of chaotic systems is a major obstacle limiting the diffusion of chaos theory. In this study, we proposed a novel, universally applicable methodology for constructing an offset boosting function for chaotic systems. By integrating this approach with traditional techniques, a four-dimensional chaotic system with two-dimensional offset boosting was developed and successfully implemented by a real chaotic circuit for manganese metal electrolysis, replacing conventional DC. It has been shown that the use of time-varying electricity facilitates the suppression of electrochemical oscillations, and inhibits the growth of spherical manganese nodules. An examination of current efficiency for different oscillations (period 1, period 2, chaos-a and chaos-b) and various current amplitudes has established that chaos-a electrical signals are most suitable for inhibiting the growth of manganese nodules. The Mn nodule area ratios can be reduced by 38% with a 5.83% increase in current efficiency, representing an energy consumption saving of 0.58 kWh/kg. This interdisciplinary approach holds promise for advancing the study of nonlinear dynamic behavior in electrochemical reaction processes and addressing critical challenges in various fields, such as energy dissipation, quality improvement of electrodeposited products, and regulation of by-product properties.
混沌系统的控制与工业应用是限制混沌理论传播的主要障碍。在本研究中,我们提出了一种新颖的、普遍适用的方法,用于构建混沌系统的偏移增强函数。通过将这种方法与传统技术相结合,开发了一种具有二维偏移增强的四维混沌系统,并由用于锰金属电解的实际混沌电路成功实现,取代了传统直流电源。结果表明,使用时变电流有助于抑制电化学振荡,并抑制球形锰结核的生长。对不同振荡(周期1、周期2、混沌-a和混沌-b)和各种电流幅度下的电流效率进行研究后发现,混沌-a电信号最适合抑制锰结核的生长。锰结核面积比可降低38%,电流效率提高5.83%,这意味着每千克可节省0.58千瓦时的能耗。这种跨学科方法有望推动电化学反应过程中非线性动力学行为的研究,并应对能源耗散、电沉积产品质量提升以及副产物性质调控等各个领域的关键挑战。