Reliability-based robust design of wind turbine's shrink disk

被引:18
|
作者
Wang, Jianmei [1 ]
Ning, Ke [1 ]
Xu, Junliang [1 ]
Li, Zhixiong [2 ,3 ]
机构
[1] Taiyuan Univ Sci & Technol, Sch Mech Engn, Taiyuan 030024, Shanxi, Peoples R China
[2] China Univ Min Technol, Sch Mechatron Engn, Xuzhou, Jiangsu, Peoples R China
[3] UNSW, Sch Mfg & Mech Engn, Sydney, NSW, Australia
关键词
Wind turbine's shrink disk; reliability-based robust design; dynamic reliability-based robust design; reliability sensitivity; interference fit; OPTIMIZATION;
D O I
10.1177/0954406217723364
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Wind turbine's shrink disk (WTSD), as a component of transmission system, plays a crucial role in the wind turbine work. In this study, the matrix expression of combined pressure and interference magnitude has been derived by analyzing the geometry relationship of interference fit of multi-layer cylinder. The mechanic model is built by simplifying WTSD as interference fit of multi-layer cylinder. The reliability model is established on the basis of pressure-strength model, and the formula regarding reliability sensitivity is derived. In terms of the minimum principle on the square sum of reliability sensitivity and the minimum reliability principle, the reliability-based robust design (RBRD) model is built under the multi-objective conditions, and the dynamic reliability model is established on the basis of reliability model, load model, and residual strength model. Dynamic reliability sensitivity formula is deduced, and the dynamic reliability-based robust design (DRBRD) model is established under the multi-objective conditions. The effects of the coefficient of friction, assembly clearance, and yield strength on the reliability of WTSD are analyzed by RBRD and DRBRD methods. Taking a type of WTSD as an example, the calculating results validate that the reliability changes along with interference magnitude. The comparison of results shows that the above methods and Monte Carlo method have the same tendency and approximately agree well. Moreover, the traditional design method and RBRD method are compared. It turned out that RBRD can improve the reliability of WTSD by 47.6%, the reliability-based sensitivity is less than that from the traditional design method, and the robustness is stronger. The experiment verified that the design methods of this study can better meet the operation requirements.
引用
收藏
页码:2685 / 2696
页数:12
相关论文
共 50 条
  • [1] Reliability-based design of wind turbine blades
    Toft, Henrik Stensgaard
    Sorensen, John Dalsgaard
    [J]. STRUCTURAL SAFETY, 2011, 33 (06) : 333 - 342
  • [2] Reliability-based design optimisation framework for wind turbine towers
    Al-Sanad, Shaikha
    Wang, Lin
    Parol, Jafarali
    Kolios, Athanasios
    [J]. RENEWABLE ENERGY, 2021, 167 : 942 - 953
  • [3] Reliability-based sensitivity design of an aero-engine turbine disk
    Yang, Zhou
    Du, Zun-Ling
    Zhang, Yi-Min
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2011, 32 (08): : 1161 - 1164
  • [4] Robust and reliability-based design
    Azarm, Shapour
    Mourelatos, Zissimos P.
    [J]. JOURNAL OF MECHANICAL DESIGN, 2006, 128 (04) : 829 - 831
  • [5] Theoretical and experimental studies for wind turbine's shrink disk
    Wang Jianmei
    Kang Jianfeng
    Tang Liang
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2015, 229 (02) : 325 - 334
  • [6] Reliability-based fatigue design of wind-turbine rotor blades
    Ronold, KO
    Wedel-Heinen, J
    Christensen, CJ
    [J]. ENGINEERING STRUCTURES, 1999, 21 (12) : 1101 - 1114
  • [7] TurbSim: Reliability-based wind turbine simulator
    Foley, Joseph T.
    Gutowski, Timothy G.
    [J]. 2008 IEEE INTERNATIONAL SYMPOSIUM ON ELECTRONICS AND THE ENVIRONMENT, 2008, : 315 - 319
  • [8] A unified fatigue reliability-based design optimization framework for aircraft turbine disk
    Song, Lu-Kai
    Bai, Guang-Chen
    Li, Xue-Qin
    Wen, Jie
    [J]. INTERNATIONAL JOURNAL OF FATIGUE, 2021, 152
  • [9] Reliability-Based Design Optimization Method of Turbine Disk with Transformed Deterministic Constraints
    Hu, Dian-Yin
    Yang, Jun-Jie
    Fei, Cheng-Wei
    Wang, Rong-Qiao
    Choy, Yat-Sze
    [J]. JOURNAL OF AEROSPACE ENGINEERING, 2017, 30 (01)
  • [10] Optimal Design of Wind Turbine Tower Model Using Reliability-Based Design Optimization
    Park, Yong-hui
    Park, Hyun-Chul
    [J]. TRANSACTIONS OF THE KOREAN SOCIETY OF MECHANICAL ENGINEERS A, 2014, 38 (05) : 575 - 584