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基于支持向量回归机的控制力矩陀螺高速转子轴系性能退化预测 被引量:1
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作者 张宽 马政 《卫星与网络》 2021年第8期70-74,共5页
高速转子轴系是控制力矩陀螺的关键部件,其在轨故障率较高且在早期难以被检测。传统的故障诊断技术和性能评估技术均无法对系统的性能退化趋势实施预测跟踪,缺乏对故障趋势的进一步了解。支持向量回归机是一种重要的机器学习模型,能够... 高速转子轴系是控制力矩陀螺的关键部件,其在轨故障率较高且在早期难以被检测。传统的故障诊断技术和性能评估技术均无法对系统的性能退化趋势实施预测跟踪,缺乏对故障趋势的进一步了解。支持向量回归机是一种重要的机器学习模型,能够以任意精度逼近各种复杂的非线性连续函数,适合于对复杂非线性系统进行辨识。本文基于支持向量回归机提出了一种控制力矩陀螺高速转子轴系的性能退化预测方法,实验结果表明该方法具有较好的预测效果。 展开更多
关键词 控制力矩陀螺 高速转子轴系 性能退化预测 支持向量回归机
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REDUCING VIBRATION WITH FRICTION-DAMPING IN HIGH-SPEED ROTOR SYSTEM 被引量:1
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作者 王黎钦 李文忠 +1 位作者 古乐 郑德志 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2007年第1期48-53,共6页
To reduce the excessive vibration of a high-speed rotor system at the critical speed, a friction damper with a flexible support structure is introduced. The mechanism of vibration reduction and support characteristics... To reduce the excessive vibration of a high-speed rotor system at the critical speed, a friction damper with a flexible support structure is introduced. The mechanism of vibration reduction and support characteristics are analyzed and a friction damper is designed. The effect on an unbalanced response is studied. Results show that the stiffness factor and the friction-damping factor of the damper are related to the cone angle and the friction factor of the inner-ring when adopting a proper structure. By changing these parameters and the Z-directional stiffness of the outer-ring, the stiffness and the damping characteristic of the damper can be varied. Introducing a friction damper into the support can reduce the stiffness and increase the damping of the support, thus decreasing the critical speed to avoid the operating speed, suppress the resonant response of a rotor system, and attenuate vibration forces to the outside. 展开更多
关键词 high-speed rotor system rolling-element bearing friction-damping vibration reduction critical speed
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