[1] XU Zengjin, XUE Yuanyuan, YANG Yongjiang, et al. Cause analysis and solving measures of high oil temperature in a series of wind turbine gearboxes[J]. Acta Energiae Solaris Sinica. 2020, 41(3): 74-79. 许增金, 薛园园, 杨永江, 等. 风电齿轮箱油温高原因分析及解决方法[J]. 太阳能学报, 2020, 41(3): 74-79. [2] KAHRAMAN A, HILTY D R, SINGH A. An experimental investigation of spin power losses of a planetary gear set[J]. Mechanism and Machine Theory, 2015, 86: 48-61. [3] HANDSCHUH R F, KICHER T P. Experimental and analytical assessment of the thermal behavior of spiral bevel gears[R]. Charleston: NASA Technocal Reports Server, 1995. [4] KIM K, PARTHASARATHY G, ULUYOL O, et al. Use of SCADA data for failure detection in wind turbines[C]//ASME 2011 5th International conference on energy sustainability. American Society of Mechanical Engineers Digital Collection, 2011: 2071-2079. [5] GARCIA M C, SANZ-BOBI M A, PICO J D. SIMAP: Intelligent system for predictive maintenanc: Application to the health condition monitoring of a windturbine gearbox[J]. Computers in Industry, 2006, 57(6): 552-568. [6] ZAHER A, MCARTHUR S D J, INFIELD D G, et al. Online wind turbine fault detection through automated SCADA data analysis[J]. Wind Energy, 2009, 12(6): 574-593. [7] CROSS P, MA X. Model-based and fuzzy logic approaches to condition monitoring of operational wind turbines[J]. International Journal of Automation and Computing, 2015, 12(1): 25-34. [8] LIU Huaxin, LIU Hongyan, HAN Zhonghe, et al. A method of gearbox condition monitoring for wind turbinebased on convolutional neural network[J]. Renewable Energy Resources, 2020, 38(1): 53-57. 刘华新, 刘红艳, 韩中合, 等. 基于卷积神经网络的风电机组齿轮箱状态监测方法[J]. 可再生能源, 2020, 38(1): 53-57. [9] JIA Ziwen, GU Yujiong. Wind turbine Gearbox operation state analysis based on data mining[J]. China Mechanical Engineering, 2018, 29(6): 650-658. 贾子文, 顾煜炯. 基于数据挖掘的风电机组齿轮箱运行状态分析[J]. 中国机械工程, 2018, 29(6): 650-658. [10] HUANG Zhongshan, TIAN Ling, XIANG Dong, et al. Prediction of oil temperature variations in a wind turbine gearbox based on PCA and an SPC-dynamic neural network hybrid[J]. J. Tsinghua Univ., 2018, 58(6): 539-546. 黄忠山, 田凌, 向东, 等. 基于PCA和SPC-动态神经网络的风电机组齿轮箱油温趋势预测[J]. 清华大学学报, 2018, 58(6): 539-546. [11] WANG Can, LI Shaowu, ZHANG Tianyang, et al. Research on diagnosis method and early-warning strategy of oil temperature abnormality of wind turbine gearbox[J]. Ship Engineering, 2020 (S1): 542-546 王灿, 李韶武, 张天阳, 等. 风电机组齿轮箱油温异常诊断方法与预警策略研究[J]. 船舶工程, 2020(S1): 542-546. [12] LIU Huihai, ZHAO Xingyu, ZHAO Hongshan, et al. Fault detection of wind turbine gearbox based on deep autoencoder network[J]. Transactions of China Electrotechnical Society, 2017, 32(17): 156-163. 刘辉海, 赵星宇, 赵洪山, 等. 基于深度自编码网络模型的风电机组齿轮箱故障检测[J]. 电工技术学报, 2017, 32(17): 156-163. [13] GUO Peng, DAVID I, YANG Xiyun. Wind turbine gearbox condition monitoring using temperature trend analysis[J]. Proceedings of the CSEE, 2011, 31(32): 129-136. 郭鹏, DAVID I, 杨锡运. 风电机组齿轮箱温度趋势状态监测及分析方法[J]. 中国电机工程学报, 2011, 31(32): 129-136. [14] WEMEKAMP A W, LUO Y. Efficiency and thermal gearbox calculation[C]//International Gear Conference. 2014. [15] LI L, WANG Q, et al. Thermal analysis and simulation of wind turbine gearbox based on ABAQUS[J]. Journal of Beijing Information Science & Technology University, 2018. [16] FENG Y, QIU Y, LI D, et al. Thermal analysis of rolling bearing at wind turbine gearbox high speed end[C]. International Conference on Renewable Power Generation (RPG 2015). IET, 2015. [17] ZHANG Xiaochan. Thermal and structural characteristic analysis and research of case for wind turbine generator gearbox [D]. Dalian University of Technology, 2009. 张小婵. 风电齿轮箱箱体热结构特性分析研究[D]. 大连: 大连理工大学, 2009. [18] MEI Y, WANG F P, LIU Q Y, et al. Finite element analysis on thermal structures of heavy machinery gearbox[J]. Advanced Materials Research, 2011, 228-229: 5. [19] CHEN Xiaoling, ZHANG Wugao, HUANG Zhiyong, et al. Thermal modeling and analysis of spur gear used at high speed train[J]. Journal of System Simulation, 2007, 19(23): 5546-5548. 陈晓玲, 张武高, 黄智勇, 等. 高速列车传动齿轮箱热分析的建模与仿真[J]. 系统仿真学报, 2007, 19(23): 5546-5548. [20] FU Shiming, XU Xiaoping, PEI Yifei. The integrated overall thermal mathematical model of a space station[J]. Spacecraft Environment Engineering, 2010, 27(1): 75-79. 付仕明, 徐小平, 裴一飞. 空间站集成全局热数学模型的建模和分析[J]. 航天器环境工程, 2010, 27(1): 75-79. [21] DING Shuye, JIANG Xin, ZHU Min, et al. Starting and steady temperature rise investigation for permanent magnet synchronous motor based on lumped parameter thermal network[J]. Electric Machines and Control, 2020, 24(5): 143-150. 丁树业, 江欣, 朱敏, 等. 基于集总参数热网络法的永磁同步电机启动及稳态温升分析[J]. 电机与控制学报, 2020, 24(5): 143-150. [22] CAO Mengnan, QIU Yingning, FENG Yanhui, et al. Fault diagnosis of a wind generator based on equivalent thermal network method[J]. Journal of Engineering Thermophysics, 2019, 40(2): 306-313. 曹梦楠, 邱颖宁, 冯延晖, 等. 基于等效热网络法的风力发电机故障诊断[J]. 工程热物理学报, 2019, 40(2): 306-313. [23] GAO Wenjun, LIU Zhenxia, ZHU Pengfei, et al. Steady thermal analysis of main-shaft roller bearing for aero-engine based on multi-nodes thermal network methods[J]. Journal of Propulsion Technology, 2019, 40(2): 382-388. 高文君, 刘振侠, 朱鹏飞, 等. 基于多节点热网络法的航空发动机主轴轴承温度场分析[J]. 推进技术, 2019, 40(2): 382-388. [24] LIU Jie, LIU Shijun. Calculation and analysis of thermal balance temperature of high-speed train gearbox based on thermal network method[J]. Electric Drive for Locomotives, 2018(3): 70-74. 刘杰, 刘世军. 基于热网络法的高速列车齿轮箱热平衡温度计算分析[J]. 机车电传动, 2018(3): 70-74. [25] ZHANG Qiyin, LIAN Jinyi, WU Xin, et al. Analyzing steady-state heat balance of construction vehicle's transmission gearbox using thermal network method[J]. Mechanical Science and Technology for Aerospace Engineering, 2012, 31(6): 977-981. 张启胤, 连晋毅, 吴新, 等. 基于热网络法的工程车辆传动箱稳态热分析[J]. 机械科学与技术, 2012, 31(6): 977-981. [26] LIU Zhiquan, SHEN Yunwen, CHEN Guoding, et al. Transient thermal analysis of a helicopter gear transmission system[J]. Journal of Aerospace Power, 1999, 14(3): 309-312. 刘志全, 沈允文, 陈国定, 等. 某直升机齿轮传动系统的瞬态热分析[J]. 航空动力学报, 1999, 14(3) : 309-312. [27] YANG Pan, BAO Heyun, LU Fengxia. Transient thermal analysis of a helicopter gearbox reversing bevel gear transmission system[J]. Mechanical Science and Technology for Aerospace Engineering, 2013, 32(9): 1298-1302. 杨攀, 鲍和云, 陆凤霞. 某直升机主减换向锥齿轮传动系统瞬态热分析[J]. 机械科学与技术, 2013, 32(9): 1298-1302. [28] ZHANG Yonghong, SU Hua, LIU Zhiquan, et al. Steady state thermal analysis of planetary transmission systems[J]. Acta Aeronautica et Astronautica Sinica, 2000, 21(5): 431-433. 张永红, 苏华, 刘志金, 等. 行星齿轮传动系统的稳态热分析[J]. 航空学报, 2000, 21(5): 431-433. [29] HUANG Fei, MA Xizhi. Study on temperature field of planetary reduction gear based on thermal network[J]. Journal of Mechanical Transmission, 2011, 35(4): 19-22. 黄飞, 马希直. 基于热网络法的行星减速器温度场研究[J]. 机械传动, 2011, 35(4): 19-22. [30] MA Xuan, LI Jianhua, CHEN Guoding. Experimentally supported stable thermal analysis of gearbox transmission system[J]. Journal of Northwestern Polytechnical University, 2002, 20(1) : 32-35. 马璇, 李建华, 陈国定. 减速器齿轮传动系统的稳态热分析及试验研究[J]. 西北工业大学学报, 2002, 20(1): 32-35. [31] CHANGENET C, OVIEDO-MARLOT X, VELEX P. Power loss predictions in geared gransmissions using thermal networks-applications to a six-speed manual gearbox[J]. Journal of Mechanical Design, 2006, 128(3). [32] DURAND DE GEVIGENY J, CHANGENET C, VILLE F. Analysis of no-load dependent power losses in a planetary gear train by using thermal network method[C]// International Gear Conference, 2014. [33] KANG Qin, LI Shiwu, GUO Jianli. The thermal network method outline[J]. Industrial Heating, 2006, 35(5): 15. 康芹, 李世武, 郭建利. 热网络法概论[J]. 工业加热, 2006, 35(5): 15. [34] HÖHN B, MICHAELIS K, HINTERSTOIßER M. Optimization of gearbox efficiency[J]. Brain Research Bulletin, 2009, 18(5): 601-611. [35] ANDERSON N, LOEWENTHAL S. Design of spur gears for improved efficiency[J]. Journal of Mechanical Design, 1982, 104: 767-773. [36] LI Xinghu, ZHAO Xiaojing. Analysis of factors affecting lubricant viscosity[J]. Lubricating Oil, 2009, 24(6): 59-64. 李兴虎, 赵晓静. 润滑油粘度的影响因素分析[J]. 润滑油, 2009, 24(6): 59-64. [37] SKF. SKF rolling bearing catalog[R]. 2016. [38] SKF. 计算作用在配对轴承上的径向载荷[EB/OL]. [2019-05-06]. https://www.skf.com/cn/zh/products/bearing-units-housings/roller-bearings/tapered-roller-bearings/matched-tapered-roller-bearings/loads/calculating-radial-load-on-matched-bearings/index.html. [39] WU Zongze. Mechanical design practical manual[M]. Beijing: Chemical Industry Press, 2003. 吴宗泽. 机械设计实用手册[M]. 北京: 化学工业出版社, 2003. [40] CHANGNET C, VELEX P. A model for the prediction of churning losses in geared transmissions-preliminary results[J]. Journal of Mechanical Design, 2007, 129(1): 128-133. |