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Expert Experience and Data-Driven Based Hybrid Fault Diagnosis for High-SpeedWire Rod Finishing Mills 被引量:1
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作者 Cunsong Wang Ningze Tang +3 位作者 Quanling Zhang Lixin Gao Haichen Yin Hao Peng 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第2期1827-1847,共21页
The reliable operation of high-speed wire rod finishing mills is crucial in the steel production enterprise.As complex system-level equipment,it is difficult for high-speed wire rod finishing mills to realize fault lo... The reliable operation of high-speed wire rod finishing mills is crucial in the steel production enterprise.As complex system-level equipment,it is difficult for high-speed wire rod finishing mills to realize fault location and real-time monitoring.To solve the above problems,an expert experience and data-driven-based hybrid fault diagnosis method for high-speed wire rod finishing mills is proposed in this paper.First,based on its mechanical structure,time and frequency domain analysis are improved in fault feature extraction.The approach of combining virtual value,peak value with kurtosis value index,is adopted in time domain analysis.Speed adjustment and side frequency analysis are proposed in frequency domain analysis to obtain accurate component characteristic frequency and its corresponding sideband.Then,according to time and frequency domain characteristics,fault location based on expert experience is proposed to get an accurate fault result.Finally,the proposed method is implemented in the equipment intelligent diagnosis system.By taking an equipment fault on site,for example,the effectiveness of the proposed method is illustrated in the system. 展开更多
关键词 High-speed wire rod finishing mills expert experience DATA-DRIVEN fault diagnosis
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Review of Computational Approaches to Optimization Problems in Inhomogeneous Rods and Plates
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作者 Weitao Chen Chiu-Yen Kao 《Communications on Applied Mathematics and Computation》 EI 2024年第1期236-256,共21页
In this paper,we review computational approaches to optimization problems of inhomogeneous rods and plates.We consider both the optimization of eigenvalues and the localization of eigenfunctions.These problems are mot... In this paper,we review computational approaches to optimization problems of inhomogeneous rods and plates.We consider both the optimization of eigenvalues and the localization of eigenfunctions.These problems are motivated by physical problems including the determination of the extremum of the fundamental vibration frequency and the localization of the vibration displacement.We demonstrate how an iterative rearrangement approach and a gradient descent approach with projection can successfully solve these optimization problems under different boundary conditions with different densities given. 展开更多
关键词 Inhomogeneous rods and plates Bi-Laplacian Optimization of eigenvalues Localization of eigenfunctions REARRANGEMENT
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Numerical Simulations of the Flow Field around a Cylindrical Lightning Rod
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作者 Wei Guo Yanliang Liu +3 位作者 Xuqiang Wang Jiazheng Meng Mengqin Hu Bo He 《Structural Durability & Health Monitoring》 EI 2024年第1期19-35,共17页
As an important lightning protection device in substations,lightning rods are susceptible to vibration and potential structural damage under wind loads.In order to understand their vibration mechanism,it is necessary ... As an important lightning protection device in substations,lightning rods are susceptible to vibration and potential structural damage under wind loads.In order to understand their vibration mechanism,it is necessary to conduct flow analysis.In this study,numerical simulations of the flow field around a 330 kV cylindrical lightning rod with different diameters were performed using the SST k-ωmodel.The flow patterns in different segments of the lightning rod at the same reference wind speed(wind speed at a height of 10 m)and the flow patterns in the same segment at different reference wind speeds were investigated.The variations of lift coefficient,drag coefficient,and vorticity distribution were obtained.The results showed that vortex shedding phenomena occurred in all segments of the lightning rod,and the strength of vortex shedding increased with decreasing diameter.The vorticity magnitude and the root mean square magnitudes of the lift coefficient and drag coefficient also increased accordingly.The time history curves of the lift coefficient and drag coefficient on the surface of the lightning rod exhibited sinusoidal patterns with a single dominant frequency.For the same segment,as the wind speed increased in a certain range,the root mean square values of the lift coefficient and drag coefficient decreased,while their dominant frequencies increased.Moreover,there was a proportional relationship between the dominant frequencies of the lift coefficient and drag coefficient.The findings of this study can provide valuable insights for the refined design of lightning rods with similar structures. 展开更多
关键词 Lightning rod flow around circular tubes numerical simulation vortex shedding phenomenon
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连铸连轧铜杆生产线SCR法和Contirod法浅析
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作者 马正强 《世界有色金属》 2024年第14期33-35,共3页
本文首先对当前主流的两种连铸连轧铜杆生产工艺进行简要阐述,其次对两款设备的不同之处进行较为详细的介绍,最后从多个方面阐述不同工艺对能耗指标和铜杆产品质量的影响。
关键词 连铸连轧工艺 铜杆 质量 影响
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Effects of rod radius and voltage on streamer discharge in a short air gap 被引量:2
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作者 付钰伟 贺梦莎 +2 位作者 陈驰 王闯 张在秦 《Plasma Science and Technology》 SCIE EI CAS CSCD 2023年第8期44-53,共10页
Streamer discharge is the inaugural stage of gas discharge,and the average electron energy directly determines the electron collision reaction rate,which is a key parameter for studying streamer discharge.Therefore,ta... Streamer discharge is the inaugural stage of gas discharge,and the average electron energy directly determines the electron collision reaction rate,which is a key parameter for studying streamer discharge.Therefore,taking into account the average electron energy,this work establishes a fluid chemical reaction model to simulate and study the course of evolution of a streamer discharge in a 5 mm rod–plate gap,considering 12 particles and 27 chemical reactions.It introduces the electron energy drift diffusion equation into the control equation,and analyzes the temporal and spatial changes of average electron energy,electric field intensity and electron density with change in rod radius and voltage.The effects of voltage and rod radius on the course of streamer discharge can be reflected more comprehensively by combining the average electron energies.Three different values of 0.3 mm,0.4 mm and 0.5 mm are set for the rod radius,and three different values of 5 k V,6 k V and 7 k V are set for the voltage.The influence of an excitation reaction on the streamer discharge is studied.The findings indicate that,as voltage raises,the streamer head’s electron density,electric field and average electron energy all rise,and the streamer develops more quickly.When the rod radius increases,the electron density,electric field and average electron energy of the streamer head all decrease,and the streamer’s evolution slows down.When an excitation reaction is added to the model,the average electron energy,the magnitude of the electric field and the density of electrons decrease,and the evolution of the streamer slows down.An increase in average electron energy will lead to an increase in electric field strength and electron density,and the development of the streamer will be faster. 展开更多
关键词 streamer discharge rod radius VOLTAGE fluid chemical reaction model
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General Kinetostatic Modeling and Deformation Analysis of a Two-Module Rod-Driven Continuum Robot with Friction Considered 被引量:1
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作者 Peiyi Wang Xinhua Yang +1 位作者 Xiangyang Wang Sheng Guo 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第3期110-122,共13页
Continuum robots actuated by flexible rods have large potential applications,such as detection and operation tasks in confined environments,since the push and pull actuation of flexible rods withstand tension and comp... Continuum robots actuated by flexible rods have large potential applications,such as detection and operation tasks in confined environments,since the push and pull actuation of flexible rods withstand tension and compressive force,and increase the structure's rigidity.In this paper,a generalized kinetostatics model for multi-module and multi-segment continuum robots considering the effect of friction based on the Cosserat rod theory is established.Then,the model is applied to a two-module rod-driven continuum robot with winding ropes to analyze its deformation and load characteristics.Four different in-plane configurations under the external load term as S1,S2,C1,and C2 are defined.Taking a bending plane as an example,the tip deformation along thex-axis of these shapes is simulated and compared,which shows that the load capacity of C1 and C2 is generally larger than that of S1 and S2.Furthermore,the deformation experiments and simulations show that the maximum error ratio without external loads relative to the total length is no more than 3%,and it is no more than 4.7%under the external load.The established kinetostatics model is proven sufficient to accurately analyze the rod-driven continuum robot with the consideration of internal friction. 展开更多
关键词 rod-driven continuum robot Kinetostatic model Cosserat rod theory Deformation and stiffness analysis
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Bi/Bi_(3)Se_(4) nanoparticles embedded in hollow porous carbon nanorod:High rate capability material for potassium-ion batteries 被引量:2
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作者 Zhisong Chen Yuanji Wu +3 位作者 Xi Liu Yiwei Zhang Lichun Yang Hongyan Li 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2023年第6期462-471,I0011,共11页
Considering their superior theoretical capacity and low voltage plateau,bismuth(Bi)-based materials are being widely explored for application in potassium-ion batteries(PIBs).Unfortunately,pure Bi and Bibased compound... Considering their superior theoretical capacity and low voltage plateau,bismuth(Bi)-based materials are being widely explored for application in potassium-ion batteries(PIBs).Unfortunately,pure Bi and Bibased compounds suffer from severe electrochemical polarization,agglomeration,and dramatic volume fluctuations.To develop an advanced bismuth-based anode material with high reactivity and durability,in this work,the pyrolysis of Bi-based metal-organic frameworks and in-situ selenization techniques have been successfully used to produce a Bi-based composite with high capacity and unique structure,in which Bi/Bi_(3)Se_(4)nanoparticles are encapsulated in carbon nanorods(Bi/Bi_(3)Se_(4)@CNR).Applied as the anode material of PIBs,the Bi/Bi_(3)Se_(4)@CNR displays fast potassium storage capability with 307.5 m A h g^(-1)at 20 A g^(-1)and durable cycle performance of 2000 cycles at 5 A g^(-1).Notably,the Bi/Bi_(3)Se_(4)@CNR also showed long cycle stability over 1600 cycles when working in a full cell system with potassium vanadate as the cathode material,which further demonstrates its promising potential in the field of PIBs.Additionally,the dual potassium storage mechanism of the Bi/Bi_(3)Se_(4)@CNR based on conversion and alloying reaction has also been revealed by in-situ X-ray diffraction. 展开更多
关键词 Bi_(3)Se_(4) Potassium ion battery Hollow porous carbon rod Conversion-alloying mechanism Bi MOF
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Limitations of Lightning Rods in Preventing Direct Lightning Strikes 被引量:1
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作者 Zhen CHEN Xiaofeng LUO +5 位作者 Jixi LIU Ziqin GAO Yixian QIU Xiaoning ZHANG Lingjin KONG Chunliang ZHANG 《Meteorological and Environmental Research》 CAS 2023年第4期59-62,共4页
Since ancient times,lightning disasters have undoubtedly been an unstoppable threat to humanity.During thunderstorms,lightning often damages objects on the ground,such as buildings and structures.Since Franklin invent... Since ancient times,lightning disasters have undoubtedly been an unstoppable threat to humanity.During thunderstorms,lightning often damages objects on the ground,such as buildings and structures.Since Franklin invented the lightning rod in 1752,lightning rods have been used worldwide to prevent direct lightning strikes in various fields such as high-voltage power transmission lines,outdoor chemical sites,highways,land and sea wind farms,and forest lightning fire protection.It has been proven that lightning accidents still occur frequently in places where lightning rods are installed and the protective angle method is used.In order to further study the protective effect of lightning rods and identify the shortcomings of lightning rod protection,negative lightning strikes are taken as the research object,to analyze the limitations of lightning rods in preventing direct lightning strikes from the working principle of lightning rods. 展开更多
关键词 Lightning rod Direct lightning strike Protective angle method LIMITATION
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Photo-induced flexible semiconductor CdSe/CdS quantum rods alignment
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作者 Wanlong Zhang Julian Schneider +4 位作者 Maksym F.Prodanov Valerii V.Vashchenko Andrey L.Rogach Xiaocong Yuan Abhishek K.Srivastava 《Journal of Semiconductors》 EI CAS CSCD 2023年第9期83-89,共7页
The anisotropic absorption and emission from semiconductor CdSe/CdS quantum rods(QRs)provide extra benefits among other photoluminescence nanocrystals.Using photo-induced alignment technique,the QRs can be oriented in... The anisotropic absorption and emission from semiconductor CdSe/CdS quantum rods(QRs)provide extra benefits among other photoluminescence nanocrystals.Using photo-induced alignment technique,the QRs can be oriented in liquid crystal polymer matrix at a large scale.In this article,a 2D Dammann grating pattern,within“SKL”characters domains aligned QRs in composite film,was fabricated by multi-step photo exposure using several photo masks,and a continuous geometric lens profile pattern aligned QRs was realized by the single step polarization converting holographic irradiation method.Both polarized optical microscope and fluorescence microscope are employed to determine the liquid crystal director profiles and QRs anisotropic excitation properties.We have been able to orient the QRs in fine binary and continuous patterns that confirms the strong quantum rod aligning ability of the proposed method.Thus,the proposed approach paves a way for photoinduced flexible QRs alignments to provide a highly specific and difficult-to-replicate security application at a large scale. 展开更多
关键词 quantum rods photo alignment liquid crystal flexible alignment polarized emission
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Study of the axial density/impedance gradient composite long rod hypervelocity penetration into a four-layer Q345 target
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作者 Na Feng Kun Ma +5 位作者 Chunlin Chen Lixin Yin Mingrui Li Zhihua Nie Gang Zhou Chengwen Tan 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第10期314-329,共16页
Based on the dynamic shock response of the material and structure,the hypervelocity impact processes and mechanisms of long composite rods with axial density/impedance gradients penetration into fourlayer targets were... Based on the dynamic shock response of the material and structure,the hypervelocity impact processes and mechanisms of long composite rods with axial density/impedance gradients penetration into fourlayer targets were studied through experiments and numerical simulation methods.The propagation law of the shock waves,together with the structural responses of the projectiles and targets,the formation and evolution of the fragment groups formed during the processes and their distributions were described.The damage of each target plate was quantitatively analysed by comparing the results of the experiment and numerical simulation.The results showed that the axial density/impedance gradient projectiles could decrease the impact pressure to a certain extent,and the degree of damage to the target plate decreased layer by layer when the head density/impedance of the projectile was high.When the head density/impedance of the projectile was low,the degree of target damage first increased layer by layer until the projectile was completely eroded and then it decreased.The results can provide a reference for the design and application of long rods with axial composite structure for velocities ranging from 6 to 10 Ma or greater. 展开更多
关键词 HYPERVELOCITY Density/impedance gradient Axial composite rod Penetration mechanism
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Mechanical characteristic and failure mechanism of joint with composite sucker rod
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作者 Yan-Wen Zhang Jia-Qi Che +4 位作者 Han-Xiang Wang Jin Zhang Feng Li Ming-Chao Du Yu-Ting Wang 《Petroleum Science》 SCIE EI CSCD 2023年第5期3172-3183,共12页
Composite sucker rods are widely used in oil fields because of light weight,high strength,and corrosion resistance.Bonded technology becomes the primary connection method of composites.However,the joints with composit... Composite sucker rods are widely used in oil fields because of light weight,high strength,and corrosion resistance.Bonded technology becomes the primary connection method of composites.However,the joints with composite sucker rods are prone to debone and fracture.The connected characteristics are less considered,so the failure mechanism of the joint is still unclear.Based on the cohesive zone model(CZM)and the Johnson-Cook constitutive model,a novel full-scale numerical model of the joint with composite sucker rod was established,and verified by pull-out experiments.The mechanical properties and slip characteristics of the joint were studied,and the damaged procession of the joint was explored.The results showed that:a)the numerical model was in good agreement with the experimental results,and the error is within 5%;b)the von Mises stress,shear stress,and interface stress distributed symmetrically along the circumferential path increased gradually from the fixed end to the loading end;c)the first-bonded interface near the loading end was damaged at first,followed by debonding of the second-bonded interface,leading to the complete shear fracture of the epoxy,and resulted in the debonding of the joint with composite sucker rod,which can provide a theoretical basis for the structural design and optimization of the joint. 展开更多
关键词 Joint with composite sucker rod Numerical model Connected characteristics Failure mechanism Tensile tests
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Rheological and physicomechanical properties of rod milling sand-based cemented paste backfill modified by sulfonated naphthalene formaldehyde condensate
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作者 Qinli Zhang Hao Wu +3 位作者 Yan Feng Daolin Wang Huaibin Su Xiaoshuang Li 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2023年第2期225-235,共11页
Rod milling sand(RMS)—a coarse sand aggregate—was recycled for cemented paste backfill(CPB)for the underground mined area at the Jinchuan nickel deposit,named rod milling sand-based cemented paste backfill(RCPB).The... Rod milling sand(RMS)—a coarse sand aggregate—was recycled for cemented paste backfill(CPB)for the underground mined area at the Jinchuan nickel deposit,named rod milling sand-based cemented paste backfill(RCPB).The adverse effects of coarse particles on the transportation of CPB slurry through pipelines to underground stopes resulting in weakening of the stability of the backfill system are well known.Therefore,sulfonated naphthalene formaldehyde(SNF)condensate was used for the performance improvement of RCPB.The synergistic effect of solid content(SC),lime-to-sand ratio,and SNF dosage on the rheological and physicomechanical properties,including slump,yield stress,bleeding rate,uniaxial compressive strength(UCS),as well as mechanism analysis of RCPB,have been explored.The results indicate that the effect of SNF on RCPB performance is related to the SNF dosage,lime-to-sand ratio,and SC.The slump of fresh RCPB with 0.1wt%-0.5wt%SNF increased by 2.6%-26.2%,whereas the yield stress reduced by 4.1%-50.3%,indicating better workability and improved cohesiveness of the mix.The bleeding rate of fresh RCPB decreased first and then rose with the increase of SNF dosage,and the peak decrease was 67.67%.UCS of RCPB first increased and then decreased with the increase of SNF dosage.At the optimal SNF addition ratio of 0.3wt%,the UCS of RCPB curing for 7,14 and,28 d ages increased by 31.5%,28.4%,and 29.5%,respectively.The beneficial effects of SNF in enhancing the early UCS of RCPB have been corroborated.However,the later UCS increases at a slower rate.The research findings may guide the design and preparation of RCPB with adequate performance for practical applications. 展开更多
关键词 rod milling sand sulfonated naphthalene formaldehyde condensate cemented paste backfill rheological properties physicomechanical properties
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Simulation analysis of wear characteristics of connecting rod bearing bush based on improved mixed lubrication model
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作者 高云端 WANG Zijia +2 位作者 TIAN Ye HUANG Yan ZHANG Jinjie 《High Technology Letters》 EI CAS 2023年第1期87-97,共11页
The failure rate of crankpin bearing bush of diesel engine under complex working conditions such as high temperature,dynamic load and variable speed is high.After serious wear,it is easy to deteriorate the stress stat... The failure rate of crankpin bearing bush of diesel engine under complex working conditions such as high temperature,dynamic load and variable speed is high.After serious wear,it is easy to deteriorate the stress state of connecting rod body and connecting rod bolt,resulting in serious accidents such as connecting rod fracture and body damage.Based on the mixed lubrication characteristics of connecting rod big endbearing shell of diesel engine under high explosion pressure impact load,an improved mixed lubrication mechanism model is established,which considers the influence of viscoelastic micro deformation of bearing bush material,integrates the full film lubrication model and dry friction model,couples dynamic equation of connecting rod.Then the actual lubrication state of big end bearing shell is simulated numerically.Further,the correctness of the theoretical research results is verified by fault simulation experiments.The results show that the high-frequency impact signal with fixed angle domain characteristics will be generated after the serious wear of bearing bush and the deterioration of lubrication state.The fault feature capture and alarm can be realized through the condition monitoring system,which can be applied to the fault monitoring of connecting rod bearing bush of diesel engine in the future. 展开更多
关键词 mixed lubrication model connecting rod bearing bush WEAR fault feature condition monitoring
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Modal and Thermal Analysis of a Modified Connecting Rod of an Internal Combustion Engine Using Finite Element Method
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作者 Nkrumah Jacob Kwaku Baba Ziblim +1 位作者 Sulemana Yahaya Sherry Kwabla Amedorme 《Modeling and Numerical Simulation of Material Science》 2023年第3期29-49,共21页
The connecting rod is one of the most important moving components in an internal combustion engine. The present work determined the possibility of using aluminium alloy 7075 material to design and manufacture a connec... The connecting rod is one of the most important moving components in an internal combustion engine. The present work determined the possibility of using aluminium alloy 7075 material to design and manufacture a connecting rod for weight optimisation without losing the strength of the connecting rod. It considered modal and thermal analyses to investigate the suitability of the material for connecting rod design. The parameters that were considered under the modal analysis were: total deformation, and natural frequency, while the thermal analysis looked at the temperature distribution, total heat flux and directional heat flux of the four connecting rods made with titanium alloy, grey cast iron, structural steel and aluminium 7075 alloy respectively. The connecting rod was modelled using Autodesk inventor2017 software using the calculated parameters. The steady-state thermal analysis was used to determine the induced heat flux and directional heat flux. The study found that Aluminium 7075 alloy deformed more than the remaining three other materials but has superior qualities in terms of vibrational natural frequency, total heat flux and lightweight compared to structural steel, grey cast iron and titanium alloy. 展开更多
关键词 Connecting rod Steady-State Thermal Analysis DEFORMATION Heat Flux Thermal and Modal Finite Element Method
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用于加热卷烟的石蜡改性二醋酸纤维素降温滤嘴的制备与表征 被引量:1
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作者 卢昕博 董晨晓 +5 位作者 徐建 肖卫强 徐生立 王骏 蒋健 郭杨龙 《华东理工大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第3期377-382,共6页
以二醋酸纤维素滤棒为载体,以食品级石蜡为相变吸热材料,采用浸渍法制备了石蜡/醋纤降温滤棒,研究了石蜡熔点和负载量对加热卷烟主流烟气温度的影响,并采用热重/差热分析仪(TG/DTA)、傅里叶变换红外光谱仪(FT-IR)、差示扫描量热仪(DSC)... 以二醋酸纤维素滤棒为载体,以食品级石蜡为相变吸热材料,采用浸渍法制备了石蜡/醋纤降温滤棒,研究了石蜡熔点和负载量对加热卷烟主流烟气温度的影响,并采用热重/差热分析仪(TG/DTA)、傅里叶变换红外光谱仪(FT-IR)、差示扫描量热仪(DSC)和场发射扫描电子显微镜(SEM)等技术对石蜡/醋纤滤棒进行了表征。石蜡/醋纤滤棒是通过醋纤滤棒的吸附作用完成复合,在抽吸过程中具有良好的热稳定性,当52~#石蜡乳化液质量分数为60%时,即石蜡负载量为35 mg时,由石蜡/醋纤滤棒组成的三段式降温滤嘴对主流烟气具有显著的降温效果,可将主流烟气温度从68℃降低到42℃。 展开更多
关键词 加热卷烟 石蜡 醋纤滤棒 降温滤嘴 主流烟气温度
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棒电极直径和端部形状对短空气间隙交流击穿电压的影响研究
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作者 阳林 傅鹏 +2 位作者 丁家宝 郝艳捧 李立浧 《广东电力》 北大核心 2024年第4期115-122,共8页
空气间隙交流击穿特性试验常采用棒棒、棒板电极作为试验电极,目前棒电极直径、棒端部形状对空气间隙交流击穿电压的影响尚不清晰。为此,用直径2 cm、1 cm的圆棒和直径1 cm的尖棒搭建棒棒、棒板电极,开展5~40 cm短空气间隙下的交流击穿... 空气间隙交流击穿特性试验常采用棒棒、棒板电极作为试验电极,目前棒电极直径、棒端部形状对空气间隙交流击穿电压的影响尚不清晰。为此,用直径2 cm、1 cm的圆棒和直径1 cm的尖棒搭建棒棒、棒板电极,开展5~40 cm短空气间隙下的交流击穿试验,研究棒电极直径和端部形状对空气间隙交流击穿电压的影响。结果表明:在试验棒电极直径和端部形状范围内,空气间隙距离5~20 cm时,各棒棒或棒板电极空气间隙击穿电压相对偏差在5.93%~33%之间,随着空气间隙距离增大,棒电极直径和端部形状对棒棒、棒板空气间隙击穿电压的影响逐渐减弱;空气间隙距离大于20 cm时,各棒棒或棒板电极空气间隙击穿电压相对偏差均小于5%。研究认为,空气间隙距离超过20 cm时,棒电极直径和端部形状对棒棒、棒板空气间隙击穿电压无影响。 展开更多
关键词 空气间隙 棒棒电极 棒板电极 交流击穿电压 电极形状 电极直径
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基于随机森林算法的异常发热复合绝缘子分类模型 被引量:1
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作者 胡琴 刘黎 +1 位作者 徐兴 李特 《电网技术》 EI CSCD 北大核心 2024年第1期416-424,共9页
不同类型异常发热复合绝缘子对应的检修决策、应急处理手段各不相同,因此迫切需要建立复合绝缘子异常发热类型识别方法。该文分析了表面积污、护套老化受潮和芯棒酥朽发热复合绝缘子的表面中轴线温度曲线,并定义了7个温度特征量对复合... 不同类型异常发热复合绝缘子对应的检修决策、应急处理手段各不相同,因此迫切需要建立复合绝缘子异常发热类型识别方法。该文分析了表面积污、护套老化受潮和芯棒酥朽发热复合绝缘子的表面中轴线温度曲线,并定义了7个温度特征量对复合绝缘子异常发热状态进行表征。此外,该文提出了基于随机森林算法的异常发热复合绝缘子分类型模型,并使用现场和实验室拍摄的异常发热复合绝缘子红外图像构建温度特征量样本集。采用SMOTE算法对芯棒酥朽复合绝缘子温度特征量进行数据增广、10折交叉验证选择决策树个数。模型测试结果显示,表面积污、护套老化受潮和芯棒酥朽复合绝缘子的分类精确率均在85%以上。 展开更多
关键词 异常发热 复合绝缘子 随机森林 芯棒酥朽
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聚醚醚酮棒半刚性椎弓根钉内固定在腰椎非融合术中的应用
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作者 刘涛 俞兴 +7 位作者 关健斌 杨永栋 赵赫 杨济洲 曲弋 王逢贤 赵丁岩 赵子义 《中国骨伤》 CAS CSCD 2024年第7期676-683,共8页
目的:探讨聚醚醚酮(polyetheretherketone,PEEK)棒半刚性椎弓根钉内固定系统在腰椎非融合手术中的疗效。方法:将2017年3月至2019年12月接受手术治疗的双节段腰椎退行性疾病74例患者按手术方式分为PEEK棒组和钛棒组。其中PEEK棒组34例,... 目的:探讨聚醚醚酮(polyetheretherketone,PEEK)棒半刚性椎弓根钉内固定系统在腰椎非融合手术中的疗效。方法:将2017年3月至2019年12月接受手术治疗的双节段腰椎退行性疾病74例患者按手术方式分为PEEK棒组和钛棒组。其中PEEK棒组34例,男13例,女21例,年龄51~79(62.4±6.8)岁;L1-L3节段1例,L2-L4节段7例,L3-L5节段20例,L4-S1节段6例。钛棒组40例,男17例,女23例,年龄52~81(65.2±7.3)岁;L1-L3节段3例,L2-L4节段11例,L3-L5节段19例,L4-S1节段7例。分别记录两组手术时间、术中出血量、术后引流量;比较两组术前及术后3、12个月及末次随访时视觉模拟评分(visual analogue scale,VAS)和Oswestry功能障碍指数(Oswestry disability index,ODI);通过腰椎过伸过屈X线观察椎间活动度(range of motion,ROM)变化情况。结果:所有患者顺利完成手术,随访时间22~34(26.8±5.6)个月。PEEK棒组手术时间(142.2±44.7)min和术中出血量(166.5±67.4)ml,低于钛棒组的(160.7±57.3)min和(212.8±85.4)ml(P<0.05),两组术后引流量差异无统计学意义(P>0.05)。末次随访时,PEEK棒组和钛棒组患者腰痛VAS[(0.8±0.4)分vs(1.0±0.5)分]、腿痛VAS[(0.7±0.4)分vs(0.8±0.5)分]和ODI[(9.8±1.6)%vs(12.1±1.5)%],与术前[(5.8±1.1)分vs(6.0±1.1)分]、[(7.2±1.7)分vs(7.0±1.6)分]、[(68.5±8.9)%vs(66.3±8.2)%]比较,差异有统计学意义(P<0.05),两组术后各时间点VAS评分比较差异无统计学意义(P>0.05)。术后3个月,两组ODI比较差异无统计学意义(P>0.05);PEEK棒组和钛棒组术后12个月ODI[(15.5±2.1)%vs(18.4±2.4)%]及末次随访[(9.8±1.6)%vs(12.1±1.5)%]比较,差异有统计学意义(P<0.05)。两组腰椎整体活动度术后均有下降,术后12个月及末次随访时PEEK棒组腰椎整体活动度与同时期钛棒组相比,差异有统计学意义(P<0.05)。两组术后固定节段活动度均有下降,PEEK棒组固定节段活动度由术前(9.5±4.6)°降至末次随访时的(4.1±1.9)°,钛棒组固定节段活动度由术前(9.8±4.3)°降至末次随访时的(0.9±0.5)°,差异均有统计学意义(P<0.05)。两组术后上位椎间活动度均有增加,术后12个月及末次随访时,两组上位椎间活动度比较,差异无统计学意义(P>0.05)。随访周期内两组均无螺钉松动断裂。结论:PEEK棒半刚性椎弓根钉内固定用于腰椎非融合手术,可保留固定节段部分活动度,近期临床疗效不劣于同期钛棒融合,是治疗腰椎退行性疾病的可行选择,长期疗效有待进一步随访观察。 展开更多
关键词 腰椎退行性疾病 聚醚醚酮棒 非融合 临床疗效
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基于FBG连杆变形感知及三维重构方法研究
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作者 周宏根 富艳玲 +3 位作者 符博峰 侯秋林 李国超 曹利平 《仪表技术与传感器》 CSCD 北大核心 2024年第1期100-106,113,共8页
连杆作为柴油发动机的关键零部件,其变形直接影响动力装备的性能和寿命。因此,检测连杆变形对保证动力装备的使用寿命具有重要作用。文中提出基于光纤光栅(fiber Bragg grating,FBG)船用柴油机连杆的变形检测技术,根据有限元分析连杆变... 连杆作为柴油发动机的关键零部件,其变形直接影响动力装备的性能和寿命。因此,检测连杆变形对保证动力装备的使用寿命具有重要作用。文中提出基于光纤光栅(fiber Bragg grating,FBG)船用柴油机连杆的变形检测技术,根据有限元分析连杆变形特点,设计FBG栅点的传感网络,建立连杆受力变形下的三维重构模型,并开发基于FBG连杆变形检测的软硬件系统,实现连杆变形的可视化监测。实验结果表明采用基于FBG的感知和重构技术检测连杆的变形是可行的,为连杆性能的精确检测以及船舶动力装备其他关键件的变形检测提供了新思路。 展开更多
关键词 FBG 变形检测 三维重构 连杆
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锚杆钻车运行中支护承载结构及围岩受力变形分析
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作者 王雁冰 梅洪嘉 +3 位作者 张京泉 李凯 刘珍 李杨 《安徽理工大学学报(自然科学版)》 CAS 2024年第1期1-11,共11页
目的针对单轨液压锚杆钻车运行过程中支护承载结构及围岩受力变形难以观测分析的问题。方法利用研发的CMMD4-35煤矿用单轨液压锚杆钻车,结合长城五矿1902S回风巷巷道现场情况综合分析钻车在大断面大倾角巷道动态运行的支护、承载及围岩... 目的针对单轨液压锚杆钻车运行过程中支护承载结构及围岩受力变形难以观测分析的问题。方法利用研发的CMMD4-35煤矿用单轨液压锚杆钻车,结合长城五矿1902S回风巷巷道现场情况综合分析钻车在大断面大倾角巷道动态运行的支护、承载及围岩协同受力变形特征。结果研究表明,钻车运行过程中吊挂板的受力变形在悬吊点处均达到峰值,工字钢在悬吊点的部分位移最小,与钻车直接接触的部分受力最大;锚索中部主要受到拉应力,靠近巷道一侧主要受到剪应力,而巷道两帮的锚杆拉应力主要分布在靠近巷道内部一侧;巷道顶板悬吊点处位移最大,两帮靠近顶板位移高于底板处,而巷道偏向低帮处底板的位移大于高帮处;以单轨液压锚杆钻车为核心的新型配套工艺可以有效控制围岩变形,支护效果良好,比传统以掘锚一体机为中心的机器化工艺掘进效率更高。结论研究明确了CMMD4-35煤矿用单轨液压锚杆钻车在实际应用的可行性,解决了现有掘锚一体机难以在复杂地质条件下大断面煤巷自动化掘进支护的问题,提升了煤巷支护效果掘进效率,为CMMD4-35煤矿用单轨液压锚杆钻车的现场应用提供了理论依据。 展开更多
关键词 锚杆钻车 锚杆锚索 承载结构 支护结构 巷道围岩 受力变形
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