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Robust optimization of flexible rotor systems with uncertain parameters via interval analysis method

  • Collaborative Innovation Center of Advanced Aero-Engine
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Uncertainties in the input parameters are inevitable in any design process. Along with the demands for higher rotational speed and higher efficiency of rotating machinery, parameter uncertainties (e.g. support stiffness, the effective bending stiffness of connecting structures) resulted from the increasing load on rotor systems lead to significant scatter of its dynamic performance. These parameters are “uncertain but bounded” which means the distributions are unknown, but the intervals are always got easier. This paper presents a method to robustly optimize the dynamic performance of flexible rotor systems taking into account parameter uncertainties via interval analysis method. Interval analysis methods for modal properties and dynamic response behavior of rotor systems are developed with the interval variables introduced into the equation of motion. The aim of the robust design method is to optimize the critical speed margins and dynamic load on bearings, in the meanwhile, minimizing the variability of the objective items by the means of reducing their sensitivity to parameter uncertainties. A numerical example is presented, results show that, for the high-speed flexible rotor systems, the optimal choices of design variables could reduce of sensitivity to rotor parameter uncertainties, thus optimizing the variability of dynamic performance, which has important practical significance in engineering.

源语言英语
主期刊名Structures and Dynamics
出版商American Society of Mechanical Engineers (ASME)
ISBN(电子版)9780791858684
DOI
出版状态已出版 - 2019
活动ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition, GT 2019 - Phoenix, 美国
期限: 17 6月 201921 6月 2019

出版系列

姓名Proceedings of the ASME Turbo Expo
7A-2019

会议

会议ASME Turbo Expo 2019: Turbomachinery Technical Conference and Exposition, GT 2019
国家/地区美国
Phoenix
时期17/06/1921/06/19

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