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Finite Element Analysis and Tooth Profile Modification Study on TractionGear of High Speed and Heavy Load Locomotive 高速重载机车牵引齿轮有限元分析及齿形修形研究
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010900
Xiaochun Shi, Weidong He
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引用次数: 0
Analysis of Sheet Fracture Failure Based on XFEM 基于XFEM的薄板断裂失效分析
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010887
Xin-ya Chen, Zhen Chen, Yang Zhao
Extended finite element method (XFEM) is the most effective numerical method to solve discrete mechanical problem. Crack growth problem of two-dimension finite length rectangle panel is researched based on Abaqus XFEM frame. Stress intensity factor is obtained respectively by theoretical calculation and XFEM simulation, which proves reliability of XFEM and the software.
扩展有限元法(XFEM)是求解离散力学问题最有效的数值方法。研究了基于Abaqus XFEM框架的二维有限长矩形板的裂纹扩展问题。分别通过理论计算和XFEM仿真得到了应力强度因子,验证了XFEM和软件的可靠性。
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引用次数: 2
State-Dependent Riccati Equation Control for Motion Planning of SpaceManipulator Carrying a Heavy Payload 重载空间机械臂运动规划的状态依赖Riccati方程控制
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010992
Q. Jia, Yong Liu, Gang Chen, Hanxu Sun
In this paper, a nonlinear optimal control approach is proposed to plan the motion of a redundant free-floating space manipulator (FFSM) when carrying a heavy payload. Optimal joint trajectories are determined to track a desired end-effector path, for which limitations of the manipulator's load-carrying capacity and tracking accuracy are simultaneously considered. In this method, FFSM is described as a nonlinear system using the dynamics equation. The integrated performance indicator is proposed as the cost function, which includes tracking error punishment of the end- effector, joint-torques optimization, total energy improvement and instability avoidance of the base. Then the state- dependent Riccati equation (SDRE) is established and solved by Taylor series approximation method. The motion planning algorithm is presented, subject to multi-constraints. Simulations are performed for a 7-DOF space manipulator and the results are discussed to illustrate the effectiveness of the proposed approach.
本文提出了一种非线性最优控制方法来规划冗余自由漂浮空间机械臂(FFSM)在承载重载荷时的运动。确定最优关节轨迹以跟踪期望的末端执行器路径,同时考虑了机械臂承载能力和跟踪精度的限制。在该方法中,用动力学方程将FFSM描述为一个非线性系统。提出了综合性能指标作为代价函数,包括末端执行器的跟踪误差惩罚、关节力矩优化、总能量改善和基座的不稳定避免。然后建立状态相关的Riccati方程(SDRE),并采用泰勒级数逼近法求解。提出了多约束条件下的运动规划算法。以一个七自由度空间机械臂为例进行了仿真,并对仿真结果进行了讨论,以验证所提方法的有效性。
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引用次数: 4
Application Research on Fault Diagnosis of the Filter Unit Based onIntelligent Algorithm of GA and WNN 基于遗传算法和小波神经网络的滤波单元故障诊断应用研究
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010922
Zhao Xuejun, Wang Mingfang, Wang Jie, Tong Chuangming, Yuan Xiujiu
This paper focuses on the potential of GA algorithm for adaptive random global search, and WNN resolution as well asthe ability of fault toleranceto build a multi intelligent algorithm based on the GA-WNN model using the filter unit of analog circuit forfault diagnosis. Construction of GA-WNN model was divided into two stages; in the first stage GA was used to optimize theinitial weights, threshold, expansion factor and translation factorof WNN structure; while in the second stage, initially, based on WNN training and learning, global optimal solution was obtained. In the process of usinganalog output signal by using wavelet decomposition, the absolute value of coefficient of each frequency band sequence was obtained along with the energy characteristics of the cross joint, with acombination of feature vectors as the input of the neural network. Through the pretreatment method, in order to reduce the neural network input, neural grid size of neurons was reduced in each layer and the convergence speed of neural network was increased. The experimental results show that the method can diagnose single and multiple soft faults of the circuit, with high speed and high precision.
本文重点研究了遗传算法在自适应随机全局搜索方面的潜力,以及小波神经网络的分辨率和容错能力,利用模拟电路的滤波单元建立了基于遗传-小波神经网络模型的多智能算法进行故障诊断。将GA-WNN模型的构建分为两个阶段;第一阶段采用遗传算法对小波神经网络结构的初始权值、阈值、扩展因子和平移因子进行优化;在第二阶段,首先基于WNN的训练和学习,得到全局最优解。在利用小波分解对模拟输出信号进行处理的过程中,根据交叉关节的能量特征,得到各频带序列的系数绝对值,并结合特征向量作为神经网络的输入。通过预处理方法,减少每层神经元的神经网格大小,提高神经网络的收敛速度,以减少神经网络的输入。实验结果表明,该方法能够快速、准确地诊断出电路的单个和多个软故障。
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引用次数: 1
Research on the Influencing Factors of "Scale Veins" of Single PointIncremental Forming Workpieces Surface 单点增量成形工件表面“皮纹”的影响因素研究
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509011025
Shi Pengtao, Li Yan, Y. Mingshun, Yao Zimeng
To furthermore optimize the machining parameters and improve the surface quality of the workpieces manufactured by single point incremental forming method, the formation mechanism of the sacle veins on the metal incremental froming workpieces was studied through experiment method. The influence principle of the spindle speed, the feed speed and the material of tip of tools on the length of scale veins was obtained through analyzing the experimental results and building the mathematical model among the length of scale veins, feed speed and spindle speed through measuring the roughness of surfaces and observing the appearance of the forming workpieces. The experimental results showed that, the spindle speed, the feed speed and the material of tool tips have a significant effect on the scale veins formation on the surface of forming workpieces. Therefore, an appropriate group of spindle speed and feed speed can reduce the effect of scale veins on the roughness of single point incremental forming workpieces and furthermore improve the surface quality of forming workpieces.
为了进一步优化单点增量成形加工工艺参数,提高单点增量成形工件的表面质量,通过实验方法研究了金属增量成形工件上锯齿纹的形成机理。通过对实验结果的分析,得出了主轴转速、进给速度和刀尖材料对鳞纹长度的影响规律,并通过对表面粗糙度的测量和对成形工件外观的观察,建立了鳞纹长度、进给速度和主轴转速之间的数学模型。实验结果表明,主轴转速、进给速度和刀尖材料对成形工件表面水垢纹的形成有显著影响。因此,选择合适的主轴转速和进给速度组,可以减小水垢纹对单点增量成形工件粗糙度的影响,进而提高成形工件的表面质量。
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引用次数: 2
Synchronization Control of Large Crawler Crane Driven by DoubleWinches Using Hook Angle Feedback Information 基于钩角反馈信息的双绞车驱动大型履带起重机同步控制
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010977
J. Yao, Yu Tang, Zhencai Zhu
During the operation of a crawler crane driven by double winches, it is important to make the two winches actuate synchronously so that the hook is in a horizontal state to prevent accidents. In this paper, a novel synchronization control strategy for crawler crane driven by double winches using hook angle feedback information is proposed. The hook angle proportional to the length error of ropes is measured by a wireless angle sensor firstly and then is employed as a feedback control signal. To further improve the synchronization performance, cross-coupled control scheme together with the variable speed PID control is utilized on the basis of the collected hook angle signal. Simulations and experiments are then conducted and the results demonstrate that the proposed control scheme can obtain a better synchronization performance than the conventional control strategy using encoders and the inclination of the hook is greatly reduced to a limited small range.
在双绞车驱动的履带起重机运行过程中,使双绞车同步动作,使吊钩处于水平状态,是防止事故发生的重要措施。提出了一种基于钩角反馈信息的双绞车驱动履带起重机同步控制策略。首先用无线角度传感器测量与绳索长度误差成正比的钩角,然后将其作为反馈控制信号。为了进一步提高同步性能,在采集到的钩角信号的基础上,采用交叉耦合控制方案和变速PID控制。仿真和实验结果表明,与传统的编码器控制策略相比,所提出的控制方案能够获得更好的同步性能,并将钩的倾角大大降低到一个有限的小范围内。
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引用次数: 0
Influence of Coupler and Buffer on Dynamics Performance of Heavy HaulLocomotive 联轴器和缓冲器对重型牵引机车动力学性能的影响
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509011033
Qu Tianwei, M. Weihua, Wu Dong, Luo Shihui
Aimed at the safety problem of the locomotive under the dynamic braking condition, analysis the influence of the coupler and buffer system. The coupler reposition methods of the large rotation angle coupler and the small rotation angle coupler under longitudinal coupler press force was compared. The influence of coupler and buffer system to the dynamics performance of locomotive was researched through dynamic simulation. Results show that the longitudinal coupler press force afforded by large rotation angle coupler with coupler shoulder is larger than that of small rotation angle coupler.
针对机车在动态制动工况下的安全问题,分析了联轴器和缓冲系统的影响。比较了大转角联轴器和小转角联轴器在纵向联轴器压力作用下的重新定位方法。通过动态仿真研究了车钩和缓冲系统对机车动力学性能的影响。结果表明:大转角带连杆肩的连杆纵向压紧力大于小转角的连杆纵向压紧力;
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引用次数: 7
Fault Detection Approach Based on Weighted Principal ComponentAnalysis Applied to Continuous Stirred Tank Reactor 基于加权主成分分析的连续搅拌釜故障检测方法
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010966
Shanmao Gu, Yunlong Liu, Ni Zhang, Dexin Du
Fault detection approach based on principal component analysis (PCA) may perform not well when the process is time-varying, because it can cause unfavorable influence on feature extraction. To solve this problem, a modified PCA which considering variance maximization is proposed, referred to as weighted PCA (WPCA). WPCA can obtain the slow features information of observed data in time-varying system. The monitoring statistical indices are based on WPCA model and their confidence limits are computed by kernel density estimation (KDE). A simulation example on continuous stirred tank reactor (CSTR) show that the proposed method achieves better performance from the perspective of both fault detection rate and fault detection time than conventional PCA model.
基于主成分分析(PCA)的故障检测方法在过程时变时可能会对特征提取产生不利影响,导致检测效果不佳。为了解决这一问题,提出了一种考虑方差最大化的改进PCA,称为加权PCA (weighted PCA)。WPCA可以获取时变系统中观测数据的慢特征信息。监测统计指标基于WPCA模型,利用核密度估计(KDE)计算其置信限。对连续搅拌槽式反应器(CSTR)的仿真实例表明,该方法在故障检测率和故障检测时间上都优于传统的主成分分析模型。
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引用次数: 1
Study on Mechanical Design Optimization Based on Improved ParticleSwarm Optimization Algorithm 基于改进粒子热优化算法的机械设计优化研究
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010961
Zhou Ning, Zhang Jing
In view of local optimization in particle swarm optimization algorithm (PSO algorithm), chaos theory was introduced to PSO algorithm in this paper. Plenty of populations were generated by using the ergodicity of chaotic motion. The uniformly distributed initial particles of the particle swarms were extracted from the populations according to the Euclidean distance between particles, so that the particles could uniformly distribute in the solution space. Local search was carried out on the optimal position of the particles during evolution, so as to improve the development capability of PSO algorithm and prevent its prematurity, thus enhancing its global optimizing capability. Then the improved PSO algorithm was applied to mechanical design optimization. With optimization design for two-stage gear reducer as the study object, objective function and constraint conditions were determined by building a mathematical model of optimization design, thus realizing optimization design. Simulation and comparison between the improved algorithm and unimproved algorithm show that improved PSO algorithm can optimize the optimization results of PSO algorithm at a faster convergence rate.
针对粒子群优化算法(PSO)中的局部寻优问题,将混沌理论引入粒子群优化算法。利用混沌运动的遍历性产生了大量的种群。根据粒子间的欧氏距离从粒子群中提取均匀分布的初始粒子,使粒子群在溶液空间中均匀分布。在进化过程中对粒子的最优位置进行局部搜索,提高粒子群算法的发展能力,防止其早熟,增强其全局寻优能力。然后将改进的粒子群算法应用于机械设计优化。以两级齿轮减速器优化设计为研究对象,通过建立优化设计的数学模型,确定优化设计的目标函数和约束条件,从而实现优化设计。改进算法与未改进算法的仿真和比较表明,改进的粒子群算法能够以更快的收敛速度优化粒子群算法的优化结果。
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引用次数: 0
The Relationship Between Moment and Curvature and the Elastic-PlasticSeismic Response Analysis of High Pier Section 弯矩与曲率关系及高墩截面弹塑性地震反应分析
Pub Date : 2015-10-07 DOI: 10.2174/1874155X01509010892
Jin-Taek Jun, W. Hui
Nonlinear hysteresis characteristics are usually utilized in the elastic-plastic seismic analysis of the structure of bridge. These characteristics may be described by the relationship of section bending moment and curvature. This relationship can be obtained by the section size and reinforcement, which is also a simple and time-saving method to evaluate the seismic behavior of the section. The research is conducted on the effect of section bending moment and curvature. Then, five different sections are chosen to observe their effects on bending moment and curvature. The results indicate that with the increase in section size, the crack, the yield, the moment damage and the curvature of the section also increase. The increase in section size refers to the increase in moment of inertia, so with the increase in the moment of inertia, the resistance to crack, field and damage of the bridge pier become stronger. On this basis, the elastic-plastic time history analysis of Wu Guan super highway Gan Gou Zi Bridge is carried out. It shows that the capacity of energy dissipation by hysteretic of the Rectangular thin-wall pier is better than the twin shaft pier. So it is best to use rectangular thin-wall pier in the same condition.
非线性滞回特性是桥梁结构弹塑性地震分析中常用的方法。这些特性可以用截面弯矩与曲率的关系来描述。这种关系可以通过截面尺寸和配筋得到,这也是评估截面抗震性能的一种简单省时的方法。对截面弯矩和曲率的影响进行了研究。然后,选择五种不同的截面,观察其对弯矩和曲率的影响。结果表明,随着截面尺寸的增大,裂纹、屈服、弯矩损伤和截面曲率也随之增大。截面尺寸的增大是指惯性矩的增大,因此随着惯性矩的增大,桥墩的抗裂、抗场、抗损伤能力也随之增强。在此基础上,对吴关高速公路干沟子桥进行了弹塑性时程分析。结果表明,矩形薄壁墩的滞回耗能能力优于双轴墩。所以在同等条件下,最好采用矩形薄壁墩。
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引用次数: 3
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The Open Mechanical Engineering Journal
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