钟摆
控制理论(社会学)
倒立摆
达芬方程
非线性系统
双摆
共振(粒子物理)
Furuta摆
卡皮察钟摆
数学
物理
计算机科学
量子力学
人工智能
控制(管理)
作者
Xiaofu Li,Pawan Kallepalli,Tushar Mollik,Md Raf E Ul Shougat,Scott J. Kennedy,Sean Frabitore,Edmon Perkins
标识
DOI:10.1016/j.ymssp.2022.109361
摘要
Adaptive oscillators are a type of nonlinear oscillator that are capable of learning and storing information in plastic states. Here, a typical mechanical pendulum is modified to have an adjustable rod length to create a pendulum adaptive frequency oscillator. Since the resonance frequency of the pendulum is a function of the rod length, this allows the pendulum to learn and encode frequency information from an external source. An experimental pendulum adaptive frequency oscillator is designed and constructed, and its performance is compared to numerical simulations. This nonlinear pendulum was approximated as a Duffing oscillator through the method of multiple scales to determine the physical constants of the experiment by using a curve fit. Utilizing the pendulum adaptive frequency oscillator’s dynamics, this system is able to learn a resonance condition and store this information in the rod length. This causes the system to seek resonance, even with considerable nonlinearity. As pendulums can be used to harvest energy, this type of adaptation could be used to further exploit vibratory energy sources.
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