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摩擦系统神经网络模型自学习训练优化方法 被引量:3
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作者 徐建生 胡家顺 赵源 《武汉化工学院学报》 2000年第4期50-53,共4页
建立了 4 5钢 /黄铜摩擦副的摩擦学系统的 BP神经网络模型 ,并用三种算法对神经网络进行学习训练 ,结果表明 :L M算法可使网络收敛快 ,误差小 .整个神经网络的建立使用 Matlab神经网络工具箱中的工具函数 ,使编程工作量大大减少 ,设计... 建立了 4 5钢 /黄铜摩擦副的摩擦学系统的 BP神经网络模型 ,并用三种算法对神经网络进行学习训练 ,结果表明 :L M算法可使网络收敛快 ,误差小 .整个神经网络的建立使用 Matlab神经网络工具箱中的工具函数 ,使编程工作量大大减少 ,设计过程简化 ,使神经网络可为广大的工程设计人员所掌握应用 . 展开更多
关键词 训练规则 磨擦系统 神经网络模型 磨擦
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MP型微量磨损试验机研制 被引量:1
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作者 夏立明 王兴贵 刘杰 《理化检验(物理分册)》 CAS 1995年第1期54-56,共3页
介绍了一种新研制的磨损试验仪器.通过电阻应变片记录摩擦系数的方法,提高了测试精度的灵敏度.采用球-盘摩擦副,磨损量测试可比性增强.
关键词 磨损 磨擦系统 磨损试验机
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粗糙表面弹流润滑实验与理论分析
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作者 奚鹰 周明溥 刘平 《上海工程技术大学学报》 CAS 1994年第4期50-54,共5页
本文讨论试件具有任意条纹方向的粗糙表面在弹流润滑状态下的实验研究与理论分析。实验结果表明:横向条纹所产生的摩擦系数比纵向条纹小约20~30%。
关键词 润滑 粗糙率 磨擦系统 弹流润滑
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齿轮电蚀现象的研究进展 被引量:6
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作者 胡高举 韦云隆 +2 位作者 张光辉 贺泽龙 曹兴进 《重庆大学学报(自然科学版)》 EI CAS CSCD 2000年第6期19-22,48,共5页
介绍了齿轮电蚀现象以及国内外对齿轮电蚀的研究情况与进展 ;明确了齿轮电蚀系统是一个特殊的摩擦学系统 ,所涉及到的相关学科与理论错综复杂 ,各种现象相互并存耦合 ,因此造成了实验研究的复杂性与难度 ;统计了国内典型的齿轮电蚀范例 ... 介绍了齿轮电蚀现象以及国内外对齿轮电蚀的研究情况与进展 ;明确了齿轮电蚀系统是一个特殊的摩擦学系统 ,所涉及到的相关学科与理论错综复杂 ,各种现象相互并存耦合 ,因此造成了实验研究的复杂性与难度 ;统计了国内典型的齿轮电蚀范例 ,并在此基础上总结了齿轮电蚀现象的特征与研究方法、手段。 展开更多
关键词 齿轮 电蚀现象 磨擦 磨擦系统 特征
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Estimating underground mine ventilation friction factors from low density 3D data acquired by a moving LiDAR 被引量:6
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作者 Curtis Watson Joshua Marshall 《International Journal of Mining Science and Technology》 EI CSCD 2018年第4期650-655,共6页
Ventilation system analysis for underground mines has remained mostly unchanged since the Atkinson method was made popular by Mc Elroy in 1935. Data available to ventilation technicians and engineers is typically limi... Ventilation system analysis for underground mines has remained mostly unchanged since the Atkinson method was made popular by Mc Elroy in 1935. Data available to ventilation technicians and engineers is typically limited to the quantity of air moving through any given heading. Because computer-aided modelling, simulation, and ventilation system design tools have improved, it is now important to ensure that developed models have the most accurate information possible. This paper presents a new technique for estimating underground drift friction factors that works by processing 3 D point cloud data obtained by using a mobile Li DAR. Presented are field results that compare the proposed approach with previously published algorithms, as well as with manually acquired measurements. 展开更多
关键词 Mine ventilation Mine design Mobile mapping Roughness estimation Friction factors LiDAR3D point clouds
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Friction coupling vibration characteristics analysis of aviation hydraulic pipelines considering multi factors 被引量:4
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作者 Quan Lingxiao Guo Meng +2 位作者 Shi Junqiang Jiao Zongxia Guo Changhong 《High Technology Letters》 EI CAS 2018年第2期180-188,共9页
As the power transmission system of an aircraft,a hydraulic pipeline system is equivalent to the " blood vessel" of the aircraft. With the development of aircraft hydraulic system to high pressure,high speed... As the power transmission system of an aircraft,a hydraulic pipeline system is equivalent to the " blood vessel" of the aircraft. With the development of aircraft hydraulic system to high pressure,high speed and high power ratio,the fluid-structure interaction vibration mechanism of hydraulic pipeline is more complex and the influence of friction coupling on vibration cannot be ignored. The fluid-structure interaction of hydraulic pipeline will lead to system vibration,lower reliability of system operation and even pipeline rupture. Taking a hydraulic pipeline of C919 aircraft wingtip as the research object,a 14-equation model of fluid-structure interaction vibration considering friction coupling effect is established in this paper. The effects of friction and fluid parameters on the pipeline fluid-structure interaction vibration characteristics are studied and verified by experiments. The research results will provide theoretical guidance for the analysis of the pipeline fluid-structure interaction vibration and have important theoretical significance and great engineering value for promoting the localization process of large aircraft. 展开更多
关键词 aviation hydraulic pipeline fluid-structure interaction vibration friction coupling fluid parameters frequency domain characteristics
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Tribological behavior and energy dissipation characteristics of nano-Al_2O_3-reinforced PTFE-PPS composites in sliding system 被引量:1
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作者 曹文翰 龚俊 +4 位作者 杨东亚 高贵 王宏刚 任俊芳 陈生圣 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第9期2001-2009,共9页
Nanoparticles are increasingly being used to improve the friction and wear performance of polymers. In this study, we investigated the tribological behavior and energy dissipation characteristics of nano-Al_2O_3-reinf... Nanoparticles are increasingly being used to improve the friction and wear performance of polymers. In this study, we investigated the tribological behavior and energy dissipation characteristics of nano-Al_2O_3-reinforced polytetrafluoroethylenepolyphenylene sulfide(PTFE-PPS) composites in a sliding system. The tribological behaviors of the composites were evaluated under different normal loads(100–300 N) at a high linear velocity(2 m/s) using a block-on-ring tester. Addition of the nano-Al_2O_3 filler improved the antiwear performance of the PTFE-PPS composites, and the friction coefficient increased slightly. The lowest wear rate was obtained when the nano-Al_2O_3 content was 3%(volume fraction). Further, the results indicated a linear correlation between wear and the amount of energy dissipated, even though the wear mechanism changed with the nano-Al_2O_3 content, independent of the normal load applied. 展开更多
关键词 NANO-AL2O3 polytetrafluoroethylene-polyphenylene sulfide (PTFE-PPS) tribological behavior dissipated energy
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Tribological Properties of Functionalized Ionic Liquids Containing Ester-group as Lubricants for Steel-Steel System
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作者 Zhu Liye Chen Ligong +2 位作者 Xiang Shuo Chen Guoxu Yang Xin 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2012年第2期60-65,共6页
A series of functionalized ionic liquids (ILs) containing ester-group were synthesized and their tribological prop- erties as lubricants for steel-steel contact were studied and compared with a non-functionalized io... A series of functionalized ionic liquids (ILs) containing ester-group were synthesized and their tribological prop- erties as lubricants for steel-steel contact were studied and compared with a non-functionalized ionic liquid and perfluo- ropolyethers (PFPE). The morphology and chemical composition of the worn scars were analyzed by scanning electron mi- croscopy and X-ray photoelectron spectroscopy, respectively, and the possible lubrication mechanism of ILs was discussed. As a result, all ILs demonstrated a better lubricity and a much higher load-carrying capacity than PFPE used as lubricants for the steel-steel tribomates system. The functionalized ILs with ester-group showed slightly worse friction reducing abil- ity than their nonfunctionalized counterparts at relatively lower loads owing to their higher viscosity, but then exhibited better antiwear ability because the ester group they contained had not only physical but also strong chemical reactions with the freshly exposed steel surface and formed chemical adsorption boundary films on the worn surface during friction pro- cess. Under high loads, some triboehemical reactions took place between the active elements, such as fluorine which were released from the ILs, and fresh metal surfaces of rubbing pairs to form the admixture reaction films, which were mainly composed of ferric fluoride mixed with ferric oxide, leading to lower friction coefficients and good wear resistance. 展开更多
关键词 functionalized ionic liquid 1-ethoxycarbonylmethyl-3-methyl bis(trifluoromethylsulfonyl)imide tribological behavior LUBRICANT
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Wear analysis of revolute joints with clearance in multibody systems 被引量:11
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作者 BAI ZhengFeng ZHAO Yang WANG XingGui 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第8期1581-1590,共10页
In this work, the prediction of wear for revolute joint with clearance in multibody systems is investigated using a computational methodology. The contact model in clearance joint is established using a new hybrid non... In this work, the prediction of wear for revolute joint with clearance in multibody systems is investigated using a computational methodology. The contact model in clearance joint is established using a new hybrid nonlinear contact force model and the friction effect is considered by using a modified Coulomb friction model. The dynamics model of multibody system with clearance is established using dynamic segmentation modeling method and the computational process for wear analysis of clearance joint in multibody systems is presented. The main computational process for wear analysis of clearance joint includes two steps, which are dynamics analysis and wear analysis. The dynamics simulation of multibody system with revolute clearance joint is carried out and the contact forces are drawn and used to calculate the wear amount of revolute clearance joint based on the Archard's wear model. Finally, a four-bar multibody mechanical system with revolute clearance joint is used as numerical example application to perform the simulation and show the dynamics responses and wear characteristics of multibody systems with revolute clearance joint. The main results of this work indicate that the contact between the joint elements is wider and more frequent in some specific regions and the wear phenomenon is not regular around the joint surface, which causes the clearance size increase non-regularly after clearance joint wear. This work presents an effective method to predict wear of revolute joint with clearance in multibody systems. 展开更多
关键词 clearance joint contact model friction force WEAR multibody system
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