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Updated: Jun 27, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
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Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

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故障诊断的自动设计 卫星态度控制系统的CNN网络

Haotian Zhao, Ming Liu, Yiyong Sun

    IEEE transactions on cybernetics
    |May 3, 2024
    PubMed
    概括

    使用新的CNN架构进行监督异常检测,改善卫星态度控制系统故障诊断. 对于关键卫星组件,MPSO-ACBCNN方法提供了更高的准确性和效率.

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    Control systems are everywhere in contemporary society, influencing diverse applications from aerospace to automated manufacturing. These systems can be found naturally within biological processes, such as blood sugar regulation and heart rate adjustment in response to stress, as well as in man-made systems like elevators and automated vehicles. A control system is essentially a network of subsystems and processes that collaboratively convert specific inputs into desired outputs.
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    Multi-input and Multi-variable systems

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