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A virtual experiment showing single particle motion on a linearly vibrating screen-deck 被引量:11
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作者 ZHAO, Lala LIU, Chusheng YAN, Junxia 《Mining Science and Technology》 EI CAS 2010年第2期276-280,共5页
A virtual sieving experimental simulation system was built using physical simulation principles.The effects of vibration frequency and amplitude,the inclination angle of the screen-deck and the vibration direction ang... A virtual sieving experimental simulation system was built using physical simulation principles.The effects of vibration frequency and amplitude,the inclination angle of the screen-deck and the vibration direction angle of screen on single particle kinematics were predicted.Properties such as the average velocity and the average throw height were studied.The results show that the amplitude and the angle of vibration have a great effect on particle average velocity and average height.The vibration frequency and the screen-deck inclination angle appear to have little influence on these responses.For materials that are difficult to screen the vibration frequency and amplitude,the screen-deck inclination angle and the vibration angle should be set to 14 Hz,6.6 mm,6° and 40°,respectively,to obtain optimal particle kinematics.A screening process can be simulated reliably by means of a virtual experiment and these results provide references for both screening theory research and sieving practice. 展开更多
关键词 linear vibrating screen kinematics parameters single particle throwing motion virtual experiment
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Improvement for design of beam structures in large vibrating screen considering bending and random vibration 被引量:7
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作者 彭利平 刘初升 +2 位作者 宋宝成 武继达 王帅 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第9期3380-3388,共9页
Demand for large vibrating screen is huge in the mineral processing industry. As bending and random vibration are not considered in a traditional design method for beam structures of a large vibrating screen, fatigue ... Demand for large vibrating screen is huge in the mineral processing industry. As bending and random vibration are not considered in a traditional design method for beam structures of a large vibrating screen, fatigue damage occurs frequently to affect the screening performance. This work aims to conduct a systematic mechanics analysis of the beam structures and improve the design method. Total motion of a beam structure in screening process can be decomposed into the traditional followed rigid translation(FRT), bending vibration(BV) and axial linear-distributed random rigid translation(ALRRT) excited by the side-plates. When treated as a generalized single-degree-of-freedom(SDOF) elastic system analytically, the BV can be solved by the Rayleigh's method. Stochastic analysis for random process is conducted for the detailed ALRRT calculation. Expressions for the mechanics property, namely, the shearing force and bending-moment with respect to BV and ALRRT, are derived, respectively. Experimental and numerical investigations demonstrate that the largest BV exists at the beam center and can be nearly ignored in comparison with the FRT during a simplified engineering design. With the BV and FRT considered, the mechanics property accords well with the practical situation with the maximum error of 6.33%, which is less than that obtained by traditional method. 展开更多
关键词 large vibrating screen BEAM bending vibration random vibration mechanics analysis
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Dynamic analysis and simulation of four-axis forced synchronizing banana vibrating screen of variable linear trajectory 被引量:8
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作者 刘初升 张士民 +4 位作者 周海沛 李珺 夏云飞 彭利平 王宏 《Journal of Central South University》 SCIE EI CAS 2012年第6期1530-1536,共7页
A new concept of banana vibrating screen which has the same effect as traditional banana vibrating screen in a new way was put forward.The dynamic model of vibrating screen was established and its working principle wa... A new concept of banana vibrating screen which has the same effect as traditional banana vibrating screen in a new way was put forward.The dynamic model of vibrating screen was established and its working principle was analyzed when the action line of the exciting force did not act through the centroid of screen box.Moreover,the dynamic differential equations of centroid and screen surface were obtained.The motions of centroid and screen surface were simulated with actual parameters of the design example in Matlab/Simulink.The results show that not only the amplitude has a significant decrease from 9.38 to 4.10 mm,but also the throwing index and vibrating direction angle have a significant decrease from 10.49 to 4.59,and from 58.10° to 33.29°,respectively,along the screen surface,which indicates that motion characteristics of vibrating screen are consistent with those of traditional banana vibrating screen only by means of a single angle of screen surface.What's more,such banana vibrating screen of variable linear trajectory with greater processing capacity could be obtained by adjusting the relative position of force center and the centroid of screen box properly. 展开更多
关键词 four-axis banana vibrating screen forced synchronizing variable linear trajectory dynamics simulation
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Dynamic simulation on rubber spring supporting equipment of vibrating screen 被引量:3
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作者 SU Rong-hua PENG Chen-yu 《Journal of Coal Science & Engineering(China)》 2011年第2期187-191,共5页
By ANSYS, dynamic simulation analysis of rubber spring supporting equipment used in vibrating screen was made. The modal frequency, mode, and harmonic displacement under working frequency were obtained. Variation of r... By ANSYS, dynamic simulation analysis of rubber spring supporting equipment used in vibrating screen was made. The modal frequency, mode, and harmonic displacement under working frequency were obtained. Variation of rubber spring supporting equipment's dynamic performance was discussed first, which is under the condition of existing spring stiffness difference and exciting force bias. Also, the quantitative calculation formulas were given. The results indicate that the performance of vibrating screen is closely related with rubber spring supporting equipment's dynamic performance. Differences of springs' stiffness coefficients reduce the modal frequency reduced, decrease the dynamic stiffness, and increase vibration displacement. Exciting force bias induces a larger lateral displacement. When rubber springs' stiffness coefficients exist, differences and lateral force accounts for 5% in total exciting force; rubber spring supporting equipment's side swing is larger than 1 mm, exceeding the side swing limit. 展开更多
关键词 vibrating screen rubber spring dynamic simulation analysis harmonic response
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Static-deformation based fault diagnosis for damping spring of large vibrating screen 被引量:7
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作者 彭利平 刘初升 +1 位作者 李珺 王宏 《Journal of Central South University》 SCIE EI CAS 2014年第4期1313-1321,共9页
Based on the statics theory, a novel and feasible twice-suspended-mass method(TSMM) was proposed to deal with the seldom-studied issue of fault diagnosis for damping springs of large vibrating screen(LVS). With the st... Based on the statics theory, a novel and feasible twice-suspended-mass method(TSMM) was proposed to deal with the seldom-studied issue of fault diagnosis for damping springs of large vibrating screen(LVS). With the static balance characteristic of the screen body/surface as well as the deformation compatibility relation of springs considered, static model of the screen surface under a certain load was established to calculate compression deformation of each spring. Accuracy of the model was validated by both an experiment based on the suspended mass method and the properties of the 3D deformation space in a numerical simulation. Furthermore, by adopting the Taylor formula and the control variate method, quantitative relationship between the change of damping spring deformation and the change of spring stiffness, defined as the deformation sensitive coefficient(DSC), was derived mathematically, from which principle of the TSMM for spring fault diagnosis is clarified. In the end, an experiment was carried out and results show that the TSMM is applicable for diagnosing the fault of single spring in a LVS. 展开更多
关键词 static deformation suspended mass method large vibrating screen damping spring fault diagnosis
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Application of experimental modal analysis technique to structural design of linear vibrating screen 被引量:1
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作者 李文英 米朝阳 +1 位作者 武望国 熊诗波 《Journal of Coal Science & Engineering(China)》 2004年第1期88-90,共3页
A large model of the screen was mounted in the laboratory for studying its modal performance. The model is suspended with steel ropes. Modal test was carried out with artificially exciting by 500 g impacting hammer an... A large model of the screen was mounted in the laboratory for studying its modal performance. The model is suspended with steel ropes. Modal test was carried out with artificially exciting by 500 g impacting hammer and 100 kg exciting force shaker respectively. Synthesis and correction of the modal parameters are obtained from both testing methods. Design faults of vibrating screen were determined based on the analy-sis and dynamic correction of structure approaches about the screen was put forward finally. 展开更多
关键词 vibrating screen experimental modal analysis dynamic design
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Research on CAD of Activatorof Vibrating Screen
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作者 孙海波 姚新港 《International Journal of Mining Science and Technology》 SCIE EI 2000年第1期83-86,共4页
Based on Autodesk Mechanical Desktop (MDT), three main. approaches of parametric part design including program-drive, table-drive and interactive-drive were studied. By using Visual Basic and ActivesX automation compo... Based on Autodesk Mechanical Desktop (MDT), three main. approaches of parametric part design including program-drive, table-drive and interactive-drive were studied. By using Visual Basic and ActivesX automation component programming, access database, parametric drawing and mechanism analysis were integrated. h probes into how to design mechanical products quickly and effectively by means of CAD. 展开更多
关键词 vibrating screen ACTIVATOR PARAMETRIC design MDT ACTIVEX AUTOMATION
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Complicated motion of particles on vibration screen surface 被引量:2
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作者 赵跃民 刘初升 樊茂明 《中国有色金属学会会刊:英文版》 CSCD 1999年第4期861-864,共4页
The particles’ motion on screen surface was studied by the way of nonlinear dynamics. It was found that the particles’ motion may be changed from one form to another with its vibration strength. When the vibration s... The particles’ motion on screen surface was studied by the way of nonlinear dynamics. It was found that the particles’ motion may be changed from one form to another with its vibration strength. When the vibration strength K is bigger than 1 and smaller than 1. 33, the particles’ motion is the bifurcating type;when K is bigger than 1. 33 and smaller than 1. 67, its motion becomes the double bifurcation type; when K is bigger than 1. 67, its motion changes into chaos motion type. On basis of studying all effects of large vibration strength on particles penetrating, it was pointed out that a larger vibration strength K of screen surface will increase the strength of particles’ motion, and then increase their probability of penetrating screen surface. A primary theory of particles’ motion under large vibration strength for moisture fine coal was established. 展开更多
关键词 screen SURFACE vibratION strength BIFURCATION and CHAOS
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Influence of vibration mode on the screening process 被引量:5
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作者 Dong Hailin Liu Chusheng +1 位作者 Zhao Yuemin Zhao Lala 《International Journal of Mining Science and Technology》 SCIE EI 2013年第1期95-98,共4页
The screening of particles with different vibration modes was simulated by means of a 3D discrete element method (3D-DEM). The motion and penetration of the particles on the screen deck were analyzed for linear, circu... The screening of particles with different vibration modes was simulated by means of a 3D discrete element method (3D-DEM). The motion and penetration of the particles on the screen deck were analyzed for linear, circular and elliptical vibration of the screen. The results show that the travel velocity of the particles is the fastest, but the screening efficiency is the lowest, for the linear vibration mode. The circular motion resulted in the highest screening efficiency, but the lowest particle travel velocity. In the steady state the screening efficiency for each mode is seen to increase gradually along the longitudinal direction of the deck. The screening efficiency increment of the circular mode is the largest while the linear mode shows the smallest increment. The volume fraction of near-mesh size particles at the underside is larger than that of small size particles all along the screen deck. Linear screening mode has more near-mesh and small size particles on the first three deck sections, and fewer on the last two sections, compared to the circular or elliptical modes. 展开更多
关键词 vibration mode screening process Particles Discrete element method
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Trispectrum and correlation dimension analysis of magnetorheological damper in vibration screen 被引量:1
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作者 吴福森 黄宜坚 +1 位作者 黄凯 徐姗 《Journal of Central South University》 SCIE EI CAS 2012年第7期1832-1838,共7页
In order to improve the screening efficiency of vibrating screen and make vibration process smooth,a new type of magnetorheological (MR) damper was proposed. The signals of displacement in the vibration process during... In order to improve the screening efficiency of vibrating screen and make vibration process smooth,a new type of magnetorheological (MR) damper was proposed. The signals of displacement in the vibration process during the test were collected. The trispectrum model of autoregressive (AR) time series was built and the correlation dimension was used to quantify the fractal characteristics during the vibration process. The result shows that,in different working conditions,trispectrum slices are applied to obtaining the information of non-Gaussian,nonlinear amplitude?frequency characteristics of the signal. Besides,there is correlation between the correlation dimension of vibration signal and trispectrum slices,which is very important to select the optimum working parameters of the MR damper and vibrating screen. And in the experimental conditions,it is found that when the working current of MR damper is 2 A and the rotation speed of vibration motor is 800 r/min,the vibration screen reaches its maximum screening efficiency. 展开更多
关键词 screening efficiency vibration screen magnetorheological (MR) damper autoregressive (AR) time series trispectrumslices correlation dimension
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MULTI-LAYER PIEZOELECTRIC ACTUATOR AND ITS APPLICATION IN CONTROLLABLE CONSTRAINED DAMPING TREATMENT 被引量:1
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作者 ZHANG Xinong XIE Shilin ZHANG Yahong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第4期94-100,共7页
A kind of novel multi-layer piezoelectric actuator is proposed and integrated with controllable constrained damping treatment to perform hybrid vibration control. The governing equation of the system is derived based ... A kind of novel multi-layer piezoelectric actuator is proposed and integrated with controllable constrained damping treatment to perform hybrid vibration control. The governing equation of the system is derived based on the constitutive equations of elastic, viscoelastic and piezoelectric materials, which shows that the magnitude of control force exerted by multi-layer piezoelectric actuator is the quadratic function of the number of piezoelectric laminates used but in direct proportion to control voltage. This means that the multi-layer actuator can produce greater actuating force than that by piezoelectric laminate actuator with the same area under the identical control voltage. The optimal location placement of the multi-layer piezoelectric actuator is also discussed. As an example, the hybrid vibration control of a cantilever rectangular thin-plate is numerically simulated and carried out experimentally. The simulated and experimental results validate the power of multi-layer piezoelectric actuator and indicate that the present hybrid damping technique can effectively suppress the low frequency modal vibration of the experimental thin-plate structure. 展开更多
关键词 vibration control multi-layer piezoelectric actuator Controllable constrained damping treatment Hybrid damping
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基于离散单元法的双振型下钻井液振动筛不同颗粒筛分效率对比研究 被引量:1
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作者 刘洪斌 李传杰 +2 位作者 朱天际 罗伟 孙浩宾 《应用力学学报》 北大核心 2025年第3期687-693,共7页
直线型振动筛和平动椭圆振动筛作为钻井液振动筛的2种发展形式,研究2种振型振动筛在不同工作参数下的筛分效率,对实际生产、选型具有价值和意义。基于离散单元法,采用EDEM计算分析软件,对直线振型和平动椭圆振型下钻井液振动筛筛分效率... 直线型振动筛和平动椭圆振动筛作为钻井液振动筛的2种发展形式,研究2种振型振动筛在不同工作参数下的筛分效率,对实际生产、选型具有价值和意义。基于离散单元法,采用EDEM计算分析软件,对直线振型和平动椭圆振型下钻井液振动筛筛分效率进行仿真计算;研究多种颗粒在2种振型下的运动参数、黏结作用、抛物运动次数,计算透筛及出口脱筛率。研究发现:在相同振动参数下,直线振型在处理不透筛颗粒方面脱筛效果优于椭圆振型,而平动椭圆振型在避免产生颗粒团形成方面优于直线振型;颗粒黏结作用越大,颗粒在筛网上所作抛物运动次数越多,颗粒团的形成降低颗粒运移速度,导致在单位时间内筛网对不透筛颗粒处理效率降低,在实际操作中,应当尽量避免颗粒团的形成;在振动频率25~30 Hz内,黏结作用对颗粒速度的影响迅速增加,降低出口脱筛率。 展开更多
关键词 钻井液振动筛 双振型 离散单元法 EDEM 筛分效率
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基于改进FNLM和HSEDO的振动筛轴承早期故障诊断
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作者 王艳 叶敏 +2 位作者 李嘉波 张翠红 卜鹏辉 《长安大学学报(自然科学版)》 北大核心 2025年第1期167-178,共12页
针对振动筛滚动轴承早期故障特征微弱,被强背景噪声和多振源干扰淹没的诊断难题,提出一种基于改进快速非局部均值滤波(IFNLM)和高阶对称包络导数算子(HSEDO)的滚动轴承故障特征提取方法。首先,根据滚动轴承故障信号周期性结构特征,通过... 针对振动筛滚动轴承早期故障特征微弱,被强背景噪声和多振源干扰淹没的诊断难题,提出一种基于改进快速非局部均值滤波(IFNLM)和高阶对称包络导数算子(HSEDO)的滚动轴承故障特征提取方法。首先,根据滚动轴承故障信号周期性结构特征,通过对快速非局部均值滤波(FNLM)算法相似度量和权值分配函数的改进,提出IFNLM算法,滤除轴承原始振动信号中的背景噪声和振源干扰;其次,在包络导数算子(EDO)的基础上,融入对称差分技术和高阶思想,提出HSEDO对降噪后的信号进行解调,从而识别轴承故障特征。最后,搭建振动筛激振器滚动轴承故障试验台,对所提方法的可行性和优越性进行验证。研究结果表明:IFNLM算法具有良好的去噪效果、噪声鲁棒性以及运行效率,IFNLM算法的运行速度相较于改进前提高了77%,约是小波阈值降噪算法的12倍,中值滤波算法的4倍;HSEDO算法具有良好的解调特性和抗干扰能力,在谐波干扰不高于20种的情况下,HSEDO算法处理的信号干扰比高于EDO;所提IFNLM-HSEDO算法与NLM+包络谱、WTD+TEO等现有方法相比,具有更高的故障特征提取能力和执行效率,在取50000个采样点运行时,耗时仅为0.0508 s,且采样点越多其快速性能越突出。研究成果对丰富机械系统故障诊断理论,保证机械设备安全可靠运行具有重要意义。 展开更多
关键词 机械工程 振动筛轴承 故障诊断 IFNLM HSEDO
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双层振动弛张筛的小阻尼三自由度动力学模型研究
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作者 赵啦啦 李赛 +4 位作者 何德艺 范国帅 刘初升 杨亚东 刘泽平 《振动与冲击》 北大核心 2025年第7期45-53,共9页
双层振动弛张筛(double-deck vibration flip-flow screen,DDVFFS)是一种新型筛分设备,解决了传统单层振动弛张筛无法同时获得多个粒度产品的难题。现有的DDVFFS在实际应用中存在振动不稳定和实际振幅不符合设计要求的问题。基于此,建立... 双层振动弛张筛(double-deck vibration flip-flow screen,DDVFFS)是一种新型筛分设备,解决了传统单层振动弛张筛无法同时获得多个粒度产品的难题。现有的DDVFFS在实际应用中存在振动不稳定和实际振幅不符合设计要求的问题。基于此,建立了DDVFFS的小阻尼三自由度动力学模型,并利用复数法获得了动力学模型的解析解。研制了DDVFFS试验台,根据动力响应中参与度较高的两阶模态获得了构建瑞利阻尼矩阵的比例系数α和β,并将阻尼矩阵代入动力学模型,求解得到了试验台在正常工作过程中振幅的理论值。试验台的振幅测试值与理论值之间的最大误差为3.13%,固有频率的测试值与理论值之间的最大误差为9.33%,验证了所建立的小阻尼三自由度动力学模型的准确性。 展开更多
关键词 双层振动弛张筛(DDVFFS) 动力学建模 瑞利阻尼计算 模态试验
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谷物籽粒清选装置的设计与试验
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作者 陶晓 《农机化研究》 北大核心 2025年第5期152-157,共6页
谷物清选是指对谷物进行杂质、糠麸、霉变、发芽和虫害等方面的清选,能够有效去除谷物中的杂质和不良颗粒,提高谷物的品质和营养价值。为此,对谷物籽粒清选装置的关键部件进行设计与试验,并对设备的结构设计、动力传递、筛分效果等多个... 谷物清选是指对谷物进行杂质、糠麸、霉变、发芽和虫害等方面的清选,能够有效去除谷物中的杂质和不良颗粒,提高谷物的品质和营养价值。为此,对谷物籽粒清选装置的关键部件进行设计与试验,并对设备的结构设计、动力传递、筛分效果等多个因素进行了相应的优化。最后,对试验得到的数据进行响应面分析,得出了最优设计方案。试验结果表明:最优入料速度为1.5 m/s、最优振动筛振动频率为45 Hz、最优驱动轴转速为600 r/min时,谷物清选装置的籽粒清洁率为98.26%,装置能够有效提高谷物的品质和加工效率。 展开更多
关键词 谷物收获 清选装置 振动筛 参数优化 Design-Expert
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矿用多振源试验振动筛设计与应用
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作者 霍亚光 《煤矿机械》 2025年第7期151-153,共3页
针对传统振动筛在复杂物料处理中存在的筛分效率低、堵孔率高、精度不稳定等问题,提出了一种基于多振源协同控制的试验振动筛创新设计方案。该设备通过三激振器时序控制系统,实现了筛分、剔卡与输送工况的智能切换;创新性采用复合轨迹模... 针对传统振动筛在复杂物料处理中存在的筛分效率低、堵孔率高、精度不稳定等问题,提出了一种基于多振源协同控制的试验振动筛创新设计方案。该设备通过三激振器时序控制系统,实现了筛分、剔卡与输送工况的智能切换;创新性采用复合轨迹模式,结合二级隔振系统,显著提升了筛分精度与效率。试验结果表明,该设备在焦炭筛分试验中8级筛分达成率均超过95%,总损失率仅1.54%。该设备为工业筛分装备的智能化升级提供了重要技术路径,对提升冶金、化工等领域的物料处理能力具有较高的工程应用价值。 展开更多
关键词 振动筛 多振源激振 二次隔振 筛分效率
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钻井液振动筛筛箱动态特性研究及疲劳寿命优化
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作者 周威 王锦玉 《煤矿机械》 2025年第4期153-157,共5页
研究了煤矿用双层钻井液振动筛筛箱的动态特性和疲劳寿命。通过模态分析得到了其前6阶固有频率,其中最接近振动筛工作频率的固有频率为33.7Hz,与工作频率相比偏差为98%,在工作频率下筛箱不会发生共振;对筛箱进行了应力寿命分析,针对弹... 研究了煤矿用双层钻井液振动筛筛箱的动态特性和疲劳寿命。通过模态分析得到了其前6阶固有频率,其中最接近振动筛工作频率的固有频率为33.7Hz,与工作频率相比偏差为98%,在工作频率下筛箱不会发生共振;对筛箱进行了应力寿命分析,针对弹簧支座、横梁处和激振器支架等寿命不足位置进行了改进。改进后的筛箱结构最低寿命为14.9a,最大激振力下筛箱最大应力为42MPa,满足设计要求。 展开更多
关键词 振动筛 动态特性 模态分析 疲劳寿命
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复合振动筛筛分性能的离散元模拟研究 被引量:1
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作者 王晓川 杨华瑞 +2 位作者 马学东 赵轩瑾 宋梅雪 《应用力学学报》 北大核心 2025年第4期821-827,共7页
现有直线振动筛、圆振动筛、椭圆振动筛,其激振力均作用在竖直平面内,筛面宽度方向缺乏有效的激振,颗粒群的松散程度、颗粒群分层效果以及筛分效率有提升空间。为了强化现有振动筛的筛分性能,依据LISSAJOUS振动合成理论,把2个相互垂直... 现有直线振动筛、圆振动筛、椭圆振动筛,其激振力均作用在竖直平面内,筛面宽度方向缺乏有效的激振,颗粒群的松散程度、颗粒群分层效果以及筛分效率有提升空间。为了强化现有振动筛的筛分性能,依据LISSAJOUS振动合成理论,把2个相互垂直且频率之比为1∶2的简谐直线振动合成为复合振动,并将此复合振动加入到振动筛中,使振动筛按照此复合振动曲线轨迹进行振动,在筛面宽度方向上增加颗粒的分运动,使颗粒在宽度方向上受到激振力,进而使颗粒更加松散,分层效果更加显著,构建了一种新型复合振动筛。利用EDEM软件,在振动参数相同的情况下,进行直线振动筛和复合振动筛的离散元对比模拟研究。模拟结果表明:复合振动筛比直线振动筛筛分效率提高了2.98%,在物料输送能力方面提高了3.17%,分层效果明显且筛网所受到的冲击较小。在以上述基础上,采用L_(9)(3^(3))正交试验,得出影响筛分效率的3个影响因素按显著程度依项为:主振动频率、筛面、倾角、振幅。 展开更多
关键词 复合振动筛 筛分性能 离散元模拟 LISSAJOUS振动合成 正交试验
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聚氨酯筛网直线振动筛分砂石的离散元仿真
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作者 田冰 栗永非 +1 位作者 董小婷 李超 《机械设计与制造》 北大核心 2025年第10期111-116,共6页
为了利用筛面自身的弹性提高筛分效率,以聚氨酯筛网为筛面,通过EDEM软件对直线振动筛分砂石进行离散元仿真,并研究入料量、筛网倾角、振幅、振动频率、振动方向角对颗粒平均停留时间、各粒径颗粒筛分效率、总筛分效率的影响。结果表明:... 为了利用筛面自身的弹性提高筛分效率,以聚氨酯筛网为筛面,通过EDEM软件对直线振动筛分砂石进行离散元仿真,并研究入料量、筛网倾角、振幅、振动频率、振动方向角对颗粒平均停留时间、各粒径颗粒筛分效率、总筛分效率的影响。结果表明:总筛分效率随着入料量、筛网倾角、振幅、振动频率的增加而降低,当振动方向角从90°增加到120°时增加。为了总筛分效率达到最高,本仿真方案的最优参数为入料量(5~10)t/h、筛网倾角5°、振幅3mm、振动频率15Hz、振动方向角120°。 展开更多
关键词 聚氨酯筛网 直线振动筛分 离散元仿真 筛分效率
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基于音频特征融合的振动筛故障诊断方法 被引量:1
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作者 李越 李敬兆 +2 位作者 何长林 王斌 李彪 《兰州工业学院学报》 2025年第1期60-67,共8页
为及时发现振动筛的故障,提出一种融合改进梅尔频率倒谱系数(MFCC)、密集卷积神经网络(Dense-CNN)和双向长短期记忆网络(BiLSTM)的振动筛故障诊断模型(Dense-CNN-BiLSTM)。首先,利用固有时间尺度分解(ITD)对振动筛音频信号进行时频分析... 为及时发现振动筛的故障,提出一种融合改进梅尔频率倒谱系数(MFCC)、密集卷积神经网络(Dense-CNN)和双向长短期记忆网络(BiLSTM)的振动筛故障诊断模型(Dense-CNN-BiLSTM)。首先,利用固有时间尺度分解(ITD)对振动筛音频信号进行时频分析,提取其固有旋转分量(PRC);其次,提取由独立成分分析(ICA)改进的13维MFCC特征参数,并将特征参数输入Dense-CNN-BiLSTM模型,实现振动筛的故障诊断。结果表明:改进的MFCC特征参数能表示振动筛不同运行状态的音频信号特征,验证了基于音频特征融合实现振动筛故障诊断的可行性。 展开更多
关键词 振动筛 梅尔频率倒谱系数 密集卷积神经网络 双向长短期记忆网络
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