方位(导航)
预加载
有限元法
工程类
结构工程
控制理论(社会学)
涡轮机
非线性系统
缩小
启发式
计算机科学
数学
机械工程
数学优化
物理
控制(管理)
量子力学
人工智能
内科学
医学
血流动力学
作者
Zhiyuan Jiang,Xianzhen Huang,Huangqiu Zhu,Rui Jiang,Shanshan Du
标识
DOI:10.1016/j.engfailanal.2022.106729
摘要
Premature failures of TRB in wind turbine remain a significant contributor to high operation and maintenance costs. The analysis of contact characteristics is the premise of the TRB failure investigation. In this paper, a novel five degrees of freedom (5DOF) TRB model which considers bearing clearance and preload, is established. Instead of the Newton-Raphson method, the meta-heuristic optimization is adopted to solve the nonlinear system by the L2-norm minimization control. This improvement can intelligently judge the load region of TRB, avoid the selection of initial values and improve the convergence speed. The load distribution results are compared to the simulation results of the finite element model, Romax model and Harris model to verify the effectiveness of the proposed model. Besides, the proposed method has a higher efficiency than the existing methods. Finally, the influences of bearing clearance and preload on the contact characteristic and fatigue life are discussed.
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