Can we develop an auto-tuned vibration absorption system that is able to adapt to changing environmental conditions?
Best insight from top research papers
An auto-tuned vibration absorption system that can adapt to changing environmental conditions can be developed. This system utilizes machine learning to achieve precise adjustment of the frequency of a vibration absorption device without the need for manual adjustment . Traditional passive vibration absorbers are limited to targeting a single frequency, but an adaptive electromagnetic vibration absorber (AEMVA) has been proposed to attenuate vibrations in a multi-degree of freedom (MDOF) system. The AEMVA can dynamically tune its absorber frequency by adjusting the current supplied to the coil . Additionally, the integration of active elements in passive vibration control systems enables the adaptation of system parameters, such as the resonance of a tuned vibration absorber. These adaptive or semi-active systems only require external energy for adaptation, while the compensating forces are generated by the inertia of the absorber's mass .
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| Papers (5) | Insight |
|---|---|
20 Dec 2017 | Yes, the integration of active elements enables adaptation of the system parameters, such as the resonance of a tuned vibration absorber, allowing it to adapt to changing environmental conditions. |
| Yes, an adaptive electromagnetic vibration absorber (AEMVA) is proposed in this work to dynamically tune and attenuate vibrations in a multi-degree of freedom (MDOF) system. | |
83 Citations | Yes, the paper presents a Kalman filtering based framework for structural damage assessment under changing environmental conditions. |
Patent 06 Nov 2018 1 Citations | Yes, the self-adaption vibration absorption control system based on machine learning can automatically adjust the frequency of the vibration absorption device. |
6 Citations | The paper does not mention the development of an auto-tuned vibration absorption system that can adapt to changing environmental conditions. |
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