|
|
|
| Sensitivity analysis of hydroelectric unit parameters controlled by magnetorheological fluid dampers |
Kaiwen ZHANG1,2( ),Xueni WANG1,2,zhenyue MA3,Jinjian ZHANG3,Leike ZHANG1,2,*( ),Lijun CHEN4 |
1. College of Hydro Science and Engineering, Taiyuan University of Technology, Taiyuan 030024, China 2. Shanxi Key Laboratory of Collaborative Utilization of River Basin Water Resources, Taiyuan 030024, China 3. School of Infrastructure Engineering, Dalian University of Technology, Dalian 116024, China 4. Highway School, Chang’an University, Xi’an 710064, China |
|
|
|
Abstract A rubbing dynamic model of a rotor-bearing-runner system with magnetorheological fluid damper (MRD) control was developed to address the complex shafting vibration issues in a bulb turbine generator unit. Using Sobol index analysis, a sensitivity analysis of unit parameters such as system damping, stiffness, and electromagnetic factors was conducted, with the rotor vibration amplitudes in the X and Y directions as the objective functions. Results showed that the shaft bending stiffness exerted the greatest influence on the rotor vibration amplitude in the X direction. When the bending stiffness exceeded 1.38×109 N·m2, the vibration amplitude in the X direction decreased significantly and the motion state tended to be stabilize. The average air gap between the stator and rotor had the most significant impact on the Y direction amplitude. As the average air gap increased from 1 mm to 2 mm, the system amplitude rose continuously. When the average air gap exceeded 1.73 mm, the system exhibited an unstable motion pattern. Sensitive intervals of the parameters were determined through numerical analysis, establishing an analytical pathway to enhance the efficiency and accuracy of parameter optimization.
|
|
Received: 17 June 2025
Published: 06 May 2026
|
|
|
| Fund: 国家自然科学基金资助项目(52379091);山西省基础研究计划青年项目(202203021222112). |
|
Corresponding Authors:
Leike ZHANG
E-mail: zkw20010303@163.com;zhangleike@tyut.edu.cn
|
磁流变液阻尼器控制下的水电机组参数敏感性分析
针对贯流式水轮发电机组轴系复杂振动问题,构建基于磁流变液阻尼器(MRD)控制的转子-轴承-转轮系统碰摩动力学模型. 采用Sobol指数分析法,以转子在X和Y方向的振幅为目标函数,对系统阻尼、刚度、电磁等机组参数进行敏感性分析. 结果表明,大轴抗弯刚度对转子X方向振幅影响最大,当大轴抗弯刚度大于1.38×109 N·m2时,转子X方向的振动幅值显著降低,运动状态趋于稳定;定转子平均气隙对Y方向振幅影响最大,当定转子平均气隙从1 mm增加到2 mm时,系统振幅持续增大,当定转子平均气隙超过1.73 mm时,系统呈现非稳态运动形式. 通过数值分析确定参数的敏感性区间,构建提升参数优化效率和准确性的分析路径.
关键词:
灯泡贯流式机组,
振动控制,
磁流变液阻尼器,
敏感性分析,
参数优化
|
|
| [1] |
LI X Z, CHEN Z J, FAN X C, et al Hydropower development situation and prospects in China[J]. Renewable and Sustainable Energy Reviews, 2018, 82: 232- 239
doi: 10.1016/j.rser.2017.08.090
|
|
|
| [2] |
GAO Y, LIU X, HUANG H, et al A hybrid of FEM simulations and generative adversarial networks to classify faults in rotor-bearing systems[J]. ISA Transactions, 2021, 108: 356- 366
doi: 10.1016/j.isatra.2020.08.012
|
|
|
| [3] |
XIONG H, EGUSQUIZA M, ØSTERGAARD P A, et al Multi-objective optimization of a hydro-wind-photovoltaic power complementary plant with a vibration avoidance strategy[J]. Applied Energy, 2021, 301: 117459
doi: 10.1016/j.apenergy.2021.117459
|
|
|
| [4] |
KUZNETSOV N V, YULDASHEV M V, YULDASHEV R V Analytical-numerical analysis of closed-form dynamic model of Sayano-Shushenskaya hydropower plant: stability, oscillations, and accident[J]. Communications in Nonlinear Science and Numerical Simulation, 2021, 93: 105530
doi: 10.1016/j.cnsns.2020.105530
|
|
|
| [5] |
ZHANG H, GUO P, SUN L Transient analysis of a multi-unit pumped storage system during load rejection process[J]. Renewable Energy, 2020, 152: 34- 43
doi: 10.1016/j.renene.2019.12.111
|
|
|
| [6] |
张雷克, 张金剑, 王雪妮, 等 水电机组转子-转轮弯扭耦合振动特性分析[J]. 水力发电学报, 2021, 40 (9): 102- 112 ZHANG Leike, ZHANG Jinjian, WANG Xueni, et al Analysis on coupled bending-torsional vibration behaviors of rotor-runner system of hydropower units[J]. Journal of Hydroelectric Engineering, 2021, 40 (9): 102- 112
doi: 10.11660/slfdxb.20210911
|
|
|
| [7] |
YAN D, ZHENG Y, LIU W, et al. Interval uncertainty analysis of vibration response of hydroelectric generating unit based on Chebyshev polynomial [J]. Chaos, Solitons and Fractals, 2022, 155: 111712.
|
|
|
| [8] |
MOHANTA R K, CHELLIAH T R, ALLAMSETTY S, et al Sources of vibration and their treatment in hydro power stations: a review[J]. Engineering Science and Technology, an International Journal, 2017, 20 (2): 637- 648
doi: 10.1016/j.jestch.2016.11.004
|
|
|
| [9] |
GUO W, ZHU D A review of the transient process and control for a hydropower station with a super long headrace tunnel[J]. Energies, 2018, 11 (11): 2994
doi: 10.3390/en11112994
|
|
|
| [10] |
ZHONG W M, ZHU A D, BAI X F, et al Integrated shock absorber with both tunable inertance and damping[J]. Frontiers in Materials, 2020, 7: 204
doi: 10.3389/fmats.2020.00204
|
|
|
| [11] |
M’ZOUGHI F, BOUALLÈGUE S, GARRIDO A J, et al Stalling-free control strategies for oscillating-water-column-based wave power generation plants[J]. IEEE Transactions on Energy Conversion, 2018, 33 (1): 209- 222
doi: 10.1109/TEC.2017.2737657
|
|
|
| [12] |
ASGHARI H, MILLER L, PENTA R, et al On an isotropic porous solid cylinder: the analytical solution and sensitivity analysis of the pressure[J]. Applied Mathematics and Mechanics: English Edition, 2024, 45 (9): 1499- 1522
doi: 10.1007/s10483-024-3144-7
|
|
|
| [13] |
HU G, YING S, QI H, et al Design, analysis and optimization of a hybrid fluid flow magnetorheological damper based on multiphysics coupling model[J]. Mechanical Systems and Signal Processing, 2023, 205: 110877
doi: 10.1016/j.ymssp.2023.110877
|
|
|
| [14] |
孙万泉, 张宁 基于MRD的水轮发电机组轴系非线性振动控制[J]. 振动与冲击, 2020, 39 (1): 79- 84 SUN Wanquan, ZHANG Ning Nonlinear vibration control for hydro-generator unit’s shafting based on MRD[J]. Journal of Vibration and Shock, 2020, 39 (1): 79- 84
doi: 10.13465/j.cnki.jvs.2020.01.012
|
|
|
| [15] |
ZHANG L, TANG H, SUN T, et al. Vibration characteristics analysis of shaft system for bulb hydroelectric generating unit based on magnetorheological fluid damper [J]. Chaos, Solitons and Fractals, 2022, 163: 112559.
|
|
|
| [16] |
ZHANG J, MA Z, WANG X, et al Vibration control on coupled unit-plant structure of pumped storage power station during sudden load-up process[J]. Mechanical Systems and Signal Processing, 2024, 212: 111333
doi: 10.1016/j.ymssp.2024.111333
|
|
|
| [17] |
ZAPOMĚL J, FERFECKI P, KOZÁNEK J Modelling of magnetorheological squeeze film dampers for vibration suppression of rigid rotors[J]. International Journal of Mechanical Sciences, 2017, 127: 191- 197
doi: 10.1016/j.ijmecsci.2016.11.009
|
|
|
| [18] |
汪建晓, 孟光 磁流变液阻尼器-转子-滑动轴承系统稳定性实验研究[J]. 振动工程学报, 2003, 16 (1): 71- 74 WANG Jianxiao, MENG Guang Experimental study on stability of a rotor supported on a MR fluid damper and sliding bearing[J]. Journal of Vibration Engineering, 2003, 16 (1): 71- 74
doi: 10.3969/j.issn.1004-4523.2003.01.013
|
|
|
| [19] |
ZHANG J, ZHANG L, MA Z, et al. Coupled bending-torsional vibration analysis for rotor-bearing system with rub-impact of hydraulic generating set under both dynamic and static eccentric electromagnetic excitation[J]. Chaos, Solitons and Fractals, 2021, 147: 110960.
|
|
|
| [20] |
XU B, CHEN D, PATELLI E, et al Mathematical model and parametric uncertainty analysis of a hydraulic generating system[J]. Renewable Energy, 2019, 136: 1217- 1230
doi: 10.1016/j.renene.2018.09.095
|
|
|
| [21] |
ZHANG L, WU Q, MA Z, et al Transient vibration analysis of unit-plant structure for hydropower station in sudden load increasing process[J]. Mechanical Systems and Signal Processing, 2019, 120: 486- 504
doi: 10.1016/j.ymssp.2018.10.037
|
|
|
| [22] |
NOSSENT J, ELSEN P, BAUWENS W Sobol’ sensitivity analysis of a complex environmental model[J]. Environmental Modelling and Software, 2011, 26 (12): 1515- 1525
doi: 10.1016/j.envsoft.2011.08.010
|
|
|
| [23] |
WANG Q, LI H, LU L, et al Global sensitivity analysis of Earth-Moon transfer orbit parameters based on sobol method[J]. International Journal of Aerospace Engineering, 2022, 2022 (1): 6587890
doi: 10.1155/2022/6587890
|
|
|
| [24] |
张强, 缪维跑, 刘青松, 等 基于Sobol指数的翼型动态失速优化全局敏感性分析[J]. 工程热物理学报, 2025, 46 (2): 402- 409 ZHANG Qiang, MIAO Weipao, LIU Qingsong, et al A global sensitivity analysis for airfoil dynamic stall optimization based on the sobol index[J]. Journal of Engineering Thermophysics, 2025, 46 (2): 402- 409
|
|
|
| [25] |
何旸, 程麒铭, 苏义鸿, 等 基于参数全局敏感性分析的LID设施空间布局优化研究[J]. 水资源保护, 2025, 41 (3): 194- 203 HE Yang, CHENG Qiming, SU Yihong, et al Research on spatial layout optimization of LID facilities based on global sensitivity analysis of parameters[J]. Water Resources Protection, 2025, 41 (3): 194- 203
|
|
|
| [26] |
张解生, 许贝贝, 陈帝伊, 等 水力机组系统参数全局敏感性分析[J]. 水力发电学报, 2019, 38 (4): 146- 159 ZHANG Jiesheng, XU Beibei, CHEN Diyi, et al Global sensitivity analysis of hydro power generator unit system[J]. Journal of Hydroelectric Engineering, 2019, 38 (4): 146- 159
doi: 10.11660/slfdxb.20190414
|
|
|
| [27] |
许贝贝. 水力发电机组系统可靠性与多能互补综合性能研究 [D]. 杨凌: 西北农林科技大学, 2020. XU Beibei. Reliability and comprehensive performance of a hydroelectric generating system with multi-energy complementary [D]. Yangling: Northwest A&F University, 2020.
|
|
|
| [28] |
SAKAI C, OHMORI H, SANO A. Modeling of MR damper with hysteresis for adaptive vibration control [C]// Proceedings of the 42nd IEEE International Conference on Decision and Control. Maui: IEEE, 2004: 3840–3845.
|
|
|
| [29] |
HOU L, CHEN H, CHEN Y, et al Bifurcation and stability analysis of a nonlinear rotor system subjected to constant excitation and rub-impact[J]. Mechanical Systems and Signal Processing, 2019, 125: 65- 78
doi: 10.1016/j.ymssp.2018.07.019
|
|
|
| [30] |
WANG J, MENG G Experimental study on stability of an MR fluid damper-rotor-journal bearing system[J]. Journal of Sound and Vibration, 2003, 262 (4): 999- 1007
doi: 10.1016/S0022-460X(03)00019-1
|
|
|
| [31] |
吴杨俊, 徐翠强, 陈杰, 等 内燃动力包隔振参数灵敏度分析及优化设计[J]. 中南大学学报: 自然科学版, 2021, 52 (11): 3872- 3884 WU Yangjun, XU Cuiqiang, CHEN Jie, et al Sensitivity analysis and optimization design of parameters of vibration isolation for power pack[J]. Journal of Central South University: Science and Technology, 2021, 52 (11): 3872- 3884
doi: 10.11817/j.issn.1672-7207.2021.11.010
|
|
|
| [32] |
VAN GRIENSVEN A, MEIXNER T, GRUNWALD S, et al A global sensitivity analysis tool for the parameters of multi-variable catchment models[J]. Journal of Hydrology, 2006, 324 (1/2/3/4): 10- 23
doi: 10.1016/j.jhydrol.2005.09.008
|
|
|
| [33] |
SOBOL’ I M Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates[J]. Mathematics and Computers in Simulation, 2001, 55 (1/2/3): 271- 280
doi: 10.1016/s0378-4754(00)00270-6
|
|
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
| |
Shared |
|
|
|
|
| |
Discussed |
|
|
|
|