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Prediction Method for Carbon Emission of Hobbing Based on Cross-Process Data Fusion
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作者 Qian Yi Yusong Luo +2 位作者 Chunhui Hu Congbo Li Shuping Yi 《Chinese Journal of Mechanical Engineering》 2025年第2期120-137,共18页
Accurate prediction of manufacturing carbon emissions is of great significance for subsequent low-carbon optimization.To improve the accuracy of carbon emission prediction with insufficient hobbing data,combining the ... Accurate prediction of manufacturing carbon emissions is of great significance for subsequent low-carbon optimization.To improve the accuracy of carbon emission prediction with insufficient hobbing data,combining the advantages of improved algorithm and supplementary data,a method of carbon emission prediction of hobbing based on cross-process data fusion was proposed.Firstly,we analyzed the similarity of machining process and manufacturing characteristics and selected milling data as the fusion material for hobbing data.Then,the adversarial learning was used to reduce the difference between data from the two processes,so as to realize the data fusion at the characteristic level.After that,based on Meta-Transfer Learning method,the carbon emission prediction model of hobbing was established.The effectiveness and superiority of the proposed method were verified by case analysis and comparison.The prediction accuracy of the proposed method is better than other methods across different data sizes. 展开更多
关键词 Gear hobbing Carbon emission prediction Data fusion Meta-transfer learning
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海顿钢琴奏鸣曲的教学要点解析与实践路径——以《F大调钢琴奏鸣曲Hob.XVI.23》第一乐章为例
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作者 钱梦琦 《文教资料》 2025年第14期169-172,共4页
本文在探究海顿钢琴奏鸣曲的艺术特征的基础上,以《F大调钢琴奏鸣曲Hob.XVI.23》第一乐章为例,从旋律处理和节奏训练两个维度解析海顿钢琴奏鸣曲的教学要点,以此提出力度标记下的灵活变化、装饰音的处理、快速跑动音符的颗粒型演奏、交... 本文在探究海顿钢琴奏鸣曲的艺术特征的基础上,以《F大调钢琴奏鸣曲Hob.XVI.23》第一乐章为例,从旋律处理和节奏训练两个维度解析海顿钢琴奏鸣曲的教学要点,以此提出力度标记下的灵活变化、装饰音的处理、快速跑动音符的颗粒型演奏、交响乐队的音响效果模拟等实践路径。 展开更多
关键词 海顿 钢琴奏鸣曲 演奏技巧 《F大调钢琴奏鸣曲hob.XVI.23》第一乐章
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海顿《G大调钢琴奏鸣曲》(Hob.ⅩⅥ:6)中的结构布局探究
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作者 李昊然 来水娥 《美育学刊》 2024年第2期113-120,共8页
18世纪中叶,海顿创作了大量钢琴奏鸣曲,为古典主义时期奏鸣曲体裁的迅速发展做出了重要贡献。其中以《G大调钢琴奏鸣曲》(Hob.ⅩⅥ:6)为代表的19首早期钢琴奏鸣曲对奏鸣曲结构布局的确立与奏鸣曲式结构的完善产生了重要影响。
关键词 海顿 《G大调钢琴奏鸣曲》(hob.ⅩⅥ:6) 古奏鸣曲式 结构布局
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A precision generating hobbing method for face gear with assembly spherical hob 被引量:5
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作者 WANG Yan-zhong CHU Xiao-meng +3 位作者 ZHAO Wen-jun WANG Zhuo SU Guo-ying HUANG Yi-zhan 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第10期2704-2716,共13页
In order to improve the processing precision and shorten the hob manufacturing cycle of the face gear,a precision generating hobbing method for face gear with the assembly spherical hob is proposed.Firstly,the evoluti... In order to improve the processing precision and shorten the hob manufacturing cycle of the face gear,a precision generating hobbing method for face gear with the assembly spherical hob is proposed.Firstly,the evolution of the cylindrical gear to spherical hob basic worm is analyzed,then the spherical hob basic worm is designed,thus the basic worm and spiral angle equation of spherical hob are obtained.Secondly,based on the design method of the existing hob,the development method of the assembly spherical hob is analyzed,the cutter tooth and the cutter substrate of the assembly hob are designed,and the whole assembly is finished.Thirdly,based on the need of face gear hobbing,a numerical control machine for gear hobbing is developed,and the equation of the face gear is obtained.Fourth,for reducing the face gear processing errors induced by equivalent installation errors,the error analysis model is established and the impacts of each error on the gear tooth surface are analyzed.Finally,the assembly spherical hob is manufactured and the gear hobbing test is completed.According to the measurement results,the processing parameters of face gear hobbing are modified,and the deviation of tooth surface is significantly reduced. 展开更多
关键词 face gear spherical hob basic worm assembly spherical hob error analysis hobbing machine
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利用ЛЯПУHOB函数研究某些振动的稳定性
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作者 商学岭 《山东大学学报(工学版)》 CAS 1990年第2期91-95,共5页
在工程技术中,振动是一种常见的运动形式,研究它的稳定性具有重要的实际意义。本文利用第二方法,先从单摆振动入手,进而研究几种阻力是位移或者是速度的非线性关系情况下系统的稳定性。 1.单摆的无阻尼振动它所满足的微分方程为 d^2θ/d... 在工程技术中,振动是一种常见的运动形式,研究它的稳定性具有重要的实际意义。本文利用第二方法,先从单摆振动入手,进而研究几种阻力是位移或者是速度的非线性关系情况下系统的稳定性。 1.单摆的无阻尼振动它所满足的微分方程为 d^2θ/dt^2+g/l sinθ=0 (1) 展开更多
关键词 非线性关系 hob 运动形式 实际间题 工程技术 零解 特征方程 等价系统 干摩擦力 恢复力
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STUDY ON WEAR AND DESTRUCTION OF HOB IN GEAR HOBBING
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作者 Liu Dawei Research Centre of Vehicle and Traffic Engineering, Qingdao University, Qingdao 266071, ChinaChen Jing Lu Shaofang Jilin University 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2002年第4期376-379,共4页
The wear and destruction appearances of hobs are researched. The reasons ofthe wear and destruction of hob are analyzed. And the influence of the change of the hobbing forceand the hobbing temperature on the wear and ... The wear and destruction appearances of hobs are researched. The reasons ofthe wear and destruction of hob are analyzed. And the influence of the change of the hobbing forceand the hobbing temperature on the wear and destruction of hob in gear hobbing is also analyzed. Ingear hobbing, the main wear mechanisms are adhesion and ploughing when cutting the 20CrMnTi gearusing W18Cr4V high-speed steel hob. 展开更多
关键词 gear hob gear hobbing wear and destruction wear mechanism
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牛骨胶原蛋白肽促进HOB增殖 被引量:8
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作者 刘俊丽 宋淑军 +8 位作者 司少艳 徐冰心 秦亚亚 张兵 马铭 卢伟鹏 王毅虎 冯凯 郭燕川 《中国骨质疏松杂志》 CAS CSCD 北大核心 2013年第7期703-706,717,共5页
目的研究牛骨胶原蛋白肽(Bovine Collagen peptides,BCP)对人成骨细胞(Human Oseoblast,HOB)增殖的影响。方法分离培养HOB,茜素红染色鉴定HOB的成骨特性,利用MTT实验检测胶原蛋白肽对HOB的增殖,流式细胞仪测定胶原蛋白肽对HOB细胞周期... 目的研究牛骨胶原蛋白肽(Bovine Collagen peptides,BCP)对人成骨细胞(Human Oseoblast,HOB)增殖的影响。方法分离培养HOB,茜素红染色鉴定HOB的成骨特性,利用MTT实验检测胶原蛋白肽对HOB的增殖,流式细胞仪测定胶原蛋白肽对HOB细胞周期。结果茜素红矿化染色结果表明,HOB具有成骨能力。MTT实验表明0.3 mg/ml胶原蛋白肽能显著促进细胞的增殖,并能增加G2+S期的百分含量。结论牛骨胶原蛋白肽能够促进HOB增殖,为骨质疏松的预防和治疗提供理论依据。 展开更多
关键词 胶原蛋白肽 人成骨细胞 增殖
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Improved Relief Grinding Method of Gear Hob with Equal Relief Angle 被引量:4
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作者 LI Guolong SUN Menghui +2 位作者 LI Xianguang LIU Fei HUANG Chao 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第5期842-850,共9页
The regrinding error is the main factor affecting the eligible length of hob tooth,how to decrease the regrinding error is a hot issue in the research area of hob grinding.At present,researches focus on changing the t... The regrinding error is the main factor affecting the eligible length of hob tooth,how to decrease the regrinding error is a hot issue in the research area of hob grinding.At present,researches focus on changing the trajectory of relief moving,because of no unified relief grinding path planning method,the research result is restricted in the practical application.For solving the problem,the calculation model of the hob relief angle is established with the Archimedes relieving motion to analyze the interaction between the increasing relief angle of the hob and the accelerating tooth profile errors.Based on it,the improved relief grinding method of gear hob is proposed with equal relief angle(ERA).Furthermore,the relief grinding method with ERA is developed with the following two steps.Firstly,the convergence numerical solution algorithm of the tooth top curve is designed to form the wheel motion path which is compared with that of traditional grinding.The second step is to establish the solution model of ERA grinding wheel.In order to verify the effect of the method,hob grinding simulation system of 3D solid was built under the AutoCAD environment.The regrinding errors is analyzed by intercepting the hob axial profiles of the various regrinding angles with Boolean operations and further converting it to basic rack tooth,then the simulation example of zero rake straight flute hob is used to compare the regrinding errors between ERA grinding and traditional grinding.Finally,the experiments were implemented on the five-axis CNC relief grinder with the relief motion of ERA grinding driven by cam.The results of experiments show that the method can effectively reduce the regrinding errors of hob and grind expediently gear hob of AA rank and over.This research provide an effective model of relief moving path plan reducing regrinding error,and have practicable value in CNC relief grinder. 展开更多
关键词 gear hob relief grinding grinding wheel regrinding error SIMULATION
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HOB-A助剂在催化裂化装置的工业应用 被引量:1
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作者 杜建文 《炼油技术与工程》 CAS 2021年第7期65-68,共4页
介绍了汽油辛烷值桶助剂HOB-A在某公司1.05 Mt/a MIP-CGP(多产异构烷烃和丙烯)催化裂化装置上的工业应用情况。结果表明:在HOB-A助剂占系统藏量质量分数达到9.3%的情况下,与空白标定相比,汽油收率从38.32%提高到38.57%,研究法辛烷值从9... 介绍了汽油辛烷值桶助剂HOB-A在某公司1.05 Mt/a MIP-CGP(多产异构烷烃和丙烯)催化裂化装置上的工业应用情况。结果表明:在HOB-A助剂占系统藏量质量分数达到9.3%的情况下,与空白标定相比,汽油收率从38.32%提高到38.57%,研究法辛烷值从93.5提高到94.5,汽油辛烷值桶相对提高1.73%,丙烯质量收率从9.23%提高到9.77%,总液体收率提高了0.86百分点。对使用HOB-A助剂前后的经济效益进行测算,使用辛烷值桶助剂后,催化裂化装置的经济效益得到了较大的提升。 展开更多
关键词 hob-A 助剂 催化裂化装置 汽油 辛烷值桶 经济效益
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Design of face-hobbed spiral bevel gears with reduced maximum tooth contact pressure and transmission errors 被引量:11
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作者 Vilmos Simon 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第3期777-790,共14页
The aim of this study is to define optimal tooth modifications, introduced by appropriately chosen head-cutter geometry and machine tool setting, to simultaneously minimize tooth contact pressure and angular displacem... The aim of this study is to define optimal tooth modifications, introduced by appropriately chosen head-cutter geometry and machine tool setting, to simultaneously minimize tooth contact pressure and angular displacement error of the driven gear (transmission error) of face-hobbed spiral bevel gears. As a result of these modifications, the gear pair becomes mismatched, and a point contact replaces the theoretical line contact. In the applied loaded tooth contact analysis it is assumed that the point contact under load is spreading over a surface along the whole or part of the ‘‘potential’’ contact line. A computer program was developed to implement the formulation provided above. By using this program the influence of tooth modifications introduced by the variation in machine tool settings and in head cutter data on load and pressure distributions, transmission errors, and fillet stresses is investigated and discussed. The correlation between the ease-off obtained by pinion tooth modifications and the corresponding tooth contact pressure distribution is investigated and the obtained results are presented. 展开更多
关键词 Ease-off Face-hobbed spiral bevel gears Load distribution Transmission errors Gear teeth
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Mathematical Model and Machining Method for Spiral Flute Rake Faces of Hourglass Worm Gear Hob 被引量:1
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作者 YANG Jie LI Haitao +2 位作者 RUI Chengjie HUANG Yi ZHANG Xiaodi 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2019年第3期401-412,共12页
To improve the cutting performance of an hourglass worm gear hob and the accuracy of the resulting worm gear,the rake angles of the teeth on the pitch circle should be reduced.A method of forming the spiral flutes by ... To improve the cutting performance of an hourglass worm gear hob and the accuracy of the resulting worm gear,the rake angles of the teeth on the pitch circle should be reduced.A method of forming the spiral flutes by using a variable transmission ratio was developed.This method ensures that the rake angles on the indexing torus of each tooth are approximately 0°.Based on the gear meshing theory and the hourglass worm forming method,the discretization mathematical model of the rake face of a planar double enveloping worm gear hob was established by using cylindrical generating surface,and the feed parameters for machining the rake face for a variable transmission ratio were obtained.The spiral flute was simulated and the hob was machined on a four axis CNC milling machine.A contourgraph was used to measure the rake angle.The measurement results showed that the proposed method can reduce the absolute value of the rake angle on both sides of the cutting teeth,which can be used for machining the spiral flute rake face of an hourglass worm gear hob. 展开更多
关键词 HOURGLASS WORM gear hob cylindrical generating surface SPIRAL FLUTE RAKE face RAKE angle
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VARIABLE INERTIAL DAMPER AND ITS APPLICATION IN ZERO-DRIVE GEAR HOBBING MACHINE 被引量:4
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作者 LIU Runai ZHANG Genbao GONG Li HUANG Qiang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2006年第3期439-441,共3页
A variable inertial damper, whose viscous damping coefficient can be adjusted by changing the gap between inertia wheel and motor spindle, is designed in servomechanism of zero-drive hobbing machine and is directly at... A variable inertial damper, whose viscous damping coefficient can be adjusted by changing the gap between inertia wheel and motor spindle, is designed in servomechanism of zero-drive hobbing machine and is directly attached on the motor spindle. The mathematical model of servo system with inertial damper is built. By using theoretical analysis and system simulation, it is demonstrated that the variable inertial damper with optimal damping coefficient and moment of inertia should lead to no resonance point in wider frequency range of exciting force. Therefore, its application in zero-drive hobbing machine makes this system not only achieve higher system stiffness to overcome load torque fluctuation, but also gain better stability. 展开更多
关键词 Variable inertial damper Zero-drive Gear hobbing machine System stiffness
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Modeling and experiment of grinding wheel axial profiles based on gear hobs 被引量:1
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作者 Shuying YANG Weifang CHEN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第6期141-150,共10页
Hobbing is one of the crucial gear manufacturing processes with high precision and high efficiency.In order to improve the accuracy of hobbing and hob relief grinding,more precise grinding wheels are demanded for reli... Hobbing is one of the crucial gear manufacturing processes with high precision and high efficiency.In order to improve the accuracy of hobbing and hob relief grinding,more precise grinding wheels are demanded for relief grinding in the production of gear hobs.In this paper,a new and accurate mathematical method for calculating the axial profile of grinding wheel based on the corresponding gear hob to be ground is proposed.Considering that most researches have been conducted to focus on the optimization of hob geometric feature and only can be applied to a specific type of hand of helix and rake angle of gear hobs.The method in this paper can be served as a general algorithm for generating axial profile of grinding wheels on the basis of the spatial envelope theory,the principle of coordinate system transformation,and studies on normal profile of single-tooth.The accuracy of grinding hobs is based on applying the approach in practical manufacturing.Taking two typical different kinds of pre-grinding gear hobs as examples for calculation and experiment,the results of tooth profile errors strengthen the position that the validity and feasibility of this method,it can be employed for gear hob design and grinding processing. 展开更多
关键词 Gear hob GRINDING Grinding wheel Mathematical model Normal tooth profile Tooth profile error
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Design and Machining of Combination Gear Cutter Hob
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作者 龚振起 常伟 龚海涛 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1997年第4期20-24,共5页
This paper takes the escapement plate of a mechanical pendulum clock as an example,analyses the design of combination form cutter hob for special profile gears, selection of parameters and calculation for tooth profil... This paper takes the escapement plate of a mechanical pendulum clock as an example,analyses the design of combination form cutter hob for special profile gears, selection of parameters and calculation for tooth profile coordinates and discusses the grinding of cutter hob tooth profile on optical contour grinder. 展开更多
关键词 Special profile GEAR ESCAPEMENT plate COMBINATION form CUTTER hob roughing TOOTH finishing TOOTH optical contour grinder
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Cutting Force Fluctuation Suppression and Error Homogenization of Noncircular Gear Hobbing Based on the Tool Shifting Method
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作者 Dazhu Li Jiang Han +1 位作者 Xiaoqing Tian Lian Xia 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第4期167-179,共13页
The current research on noncircular hobbing mainly focuses on the linkage model and motion realization.However,the intermittent cutting characteristics of hobbing would increase uncertainties in the manufacturing proc... The current research on noncircular hobbing mainly focuses on the linkage model and motion realization.However,the intermittent cutting characteristics of hobbing would increase uncertainties in the manufacturing process.In this paper,a hobbing machining model with tool-shifting characteristics was proposed to solve the problems of cutting force fluctuation and inconsistency of tooth profile envelope accuracy at different positions of the pitch curve in noncircular gear hobbing.Based on the unit cutting force coefficient method,the undeformed chip volume generated by interrupted cutting was used to characterize the fluctuation trend of the hobbing force.The fluctuation characteristics of the cutting force generated by different hobbing models were compared and analyzed.Using the equivalent gear tooth and hob slotting numbers,an analysis model of the tooth profile envelope error of the noncircular gear was constructed.Subsequently,the tooth profile envelope errors at different positions of the pitch curve were compared and analyzed based on the constructed model.The transmission structure of the electronic gearbox was constructed based on the proposed hobbing model,and the hobbing experiment was conducted based on the selfdeveloped noncircular gear CNC hobbing system.This paper proposes a hobbing method that can effectively suppress the fluctuation of the peak and whole circumference cutting force and reduce the maximum envelope error of the whole circumference gear teeth. 展开更多
关键词 Noncircular gear Gear hobbing Cutting force Envelope error Machining model
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A New Manufacturing Method for Hourglass Worm Gear Hob Based on a Semi⁃automatic CAD
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作者 LONG Xinjiani LI Haitao +3 位作者 RUI Chengjie YANG Jie ZHANG Xiaodi WEI Wenjun 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2020年第6期914-927,共14页
The top relief surfaces of an hourglass worm gear hob are ground manually in the traditional manufacturing process,which cannot ensure the width of the land surfaces of the hob.Moreover,each geometric feature of the h... The top relief surfaces of an hourglass worm gear hob are ground manually in the traditional manufacturing process,which cannot ensure the width of the land surfaces of the hob.Moreover,each geometric feature of the hob has been produced through different manufacturing techniques and machine tools,which results in low efficiency.To solve this problem,we propose a semi-automatic computer aided design(CAD)method for hobs.The point clouds of each feature surface of a hob are calculated by combing mathematical equations of the top relief surfaces built by the proposed method with other existing equations of hob surfaces.According to the point clouds,the method can achieve the automatic modeling for the hob in three-dimensional(3D)software by classifying and extracting the parameter information of the feature-hierarchical knowledge of the hob.Based on the generated 3D model,the entire surfaces of the hob can be manufactured on a four-axis computer numerical control(CNC)milling machine through only twice clamping.Verification of the width of the land surface of the hob manufactured by semi-automatic CAD method on a measuring projector proved the precision of the designed width can be ensured.The edge of the contact area on the worm wheel in a meshing experiment is clear and distinct,which means the worm gear drive is meshed well and the hob manufactured by the proposed method has improved machinability.The method simplifies the processing technique,and improves the design efficiency and production accuracy. 展开更多
关键词 hourglass worm gear hob top relief surface feature-hierarchical knowledge SEMI-AUTOMATIC computer aided design(CAD)
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Research on Applying Nano Cutting Oils in Spur Gear Hobbing Process
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作者 Tuan Ngo Vi Hoang Sinh Hoang 《World Journal of Engineering and Technology》 2017年第2期286-298,共13页
Nanolubricant mixing the normal lubricant with nanoparticles, gradually becomes a new trend study for metal cutting enhancement. An addition of the nanoparticles improves lubricating properties and convective heat tra... Nanolubricant mixing the normal lubricant with nanoparticles, gradually becomes a new trend study for metal cutting enhancement. An addition of the nanoparticles improves lubricating properties and convective heat transfer coefficient (cooling properties) of nanolubricants. In the present work, nanolubricant is formulated by using dispersions of 0.3% Al2O3 nanoparticles in normal industrial oil VG46 for enhancement of gear machining performance of SCM420 steel. Comparative study of flank wear, crater wear and gear profile error in gear hobbing with normal oils in the existing production line as well as nanolubricant is studied. This study clearly reveals that tool wear, and gear profile error are reduced by the use of nanolubricant compared to that of normal oils. The paper results not only contribute the deeper understanding of the novel performance of nanoparticles in conventional cutting fluids, but also show a very promising solution to achieve the engineering economy effectiveness in gear machining. 展开更多
关键词 GEAR hobBING CUTTING Fluid NANOFLUID Nanolubricant SCM420 Steel AL2O3
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THEORY OF HELICOID OF SPHERICAL HOB 被引量:3
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作者 Cui yunqi Hu Zhanqi(Yanshan University) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1995年第1期57-65,共17页
The mechanism of spherical hob's cutting internal gear is explained and the new coneeptof generating gear of spherical hob is presented. The reason why there is theoretical error and thenew method of decreasing th... The mechanism of spherical hob's cutting internal gear is explained and the new coneeptof generating gear of spherical hob is presented. The reason why there is theoretical error and thenew method of decreasing the error are also analysed. Some new equations about the mainparameters, the equations of helicoids, the equations of cutting edges and the flank angles of spheri-cal hob are given. 展开更多
关键词 Spherical hob Spherical helicoid Generating gear
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YKJ3180H Economy NC Gear Hobbing Machine
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作者 China Association of Machine ToolsIndustry 《China's Foreign Trade》 1996年第10期40-40,共1页
The YKJ3180H Economy NC GearHobbing Machine is a new variety,developed recently by the ChongqingMachine Tools Works to meet clients’demands. Its most prominent feature is its highproduction efficiency ( able to compl... The YKJ3180H Economy NC GearHobbing Machine is a new variety,developed recently by the ChongqingMachine Tools Works to meet clients’demands. Its most prominent feature is its highproduction efficiency ( able to complete awork cycle automatically), high processingprecision (Grade 7 or higher according to theGB 10095) and its cost competitiveness. This product is used in the machinetool and machinery industries at automobiles,tractors, gears and gear box factories. It canbe used for processing spur gears and helicalgears, automatic radial feed wormwheels,tapered gears and crowning gears; so it isespecially applicable in factories usingcrowning gear couplings, such as metallurgy,mining, lifting transport and the chemicalmachinery. 展开更多
关键词 NC YKJ3180H Economy NC Gear hobbing Machine
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Investigation of Nanofluids as Potential Cutting Fluids in Gear Hobbing Processes of AISI 4118 Steel
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作者 Hoang Vi Ngo Minh Tuan Tran The Long 《Journal of Mechanics Engineering and Automation》 2016年第4期180-185,共6页
The present work focuses on the performance of nanofluids called CN46-NanoAl2O3.80 formulated by using dispersions of nano aluminum oxide (Al2O3) in the ISO VG46 industrial oil on machining performance during gear h... The present work focuses on the performance of nanofluids called CN46-NanoAl2O3.80 formulated by using dispersions of nano aluminum oxide (Al2O3) in the ISO VG46 industrial oil on machining performance during gear hobbing of AISI 4118 steel. In machining gears, hobbing is one of the most important processes, especially to produce various gear shapes for adapting to diverse applications. However, the demand for high quality brings attention to product quality, particularly the roughness of the machined gear surface because of its effect on product appearance, function, and reliability. For additional improvement, applying nanofluids may produce superior product quality, as the rolling action of billions of nanoparticle units in the tool chip interface can significantly decrease the friction led to reduce the cutting forces. In addition, the characteristics of heat transfer of nanoparticles can contribute to reduce tool wear. In this experimental study, the performance of nanolubricant compared with the case of using ordinary cutting-fluid systems in the existing production line is investigated. The experimental results reveal that the tool life of the hob is significantly enhanced of 55.2%, gear surface roughness is smaller (27.3%), and gear accuracy is significantly increased by using the nanofluid. This result, therefore, shows a promising solution to achieve the engineering-economy effectiveness in gear machining. 展开更多
关键词 CN46-NanoAl2O3.80 gear hobbing gear surface roughness cutting fluid nanofluid.
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