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一种S型加减速组合的速度规划算法
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作者 李甍材 赵东标 冯胜利 《机械科学与技术》 CSCD 北大核心 2024年第1期54-63,共10页
针对传统NURBS曲线插补S型加减速的改进难以在加工柔性和加工效率上同时兼顾的问题,提出一种将多种S型加减速组合的速度规划算法。选取分别在加工柔性和加工效率上单独改进的两种S型加减速,并设计了一种兼顾柔性和效率的新改进S型加减... 针对传统NURBS曲线插补S型加减速的改进难以在加工柔性和加工效率上同时兼顾的问题,提出一种将多种S型加减速组合的速度规划算法。选取分别在加工柔性和加工效率上单独改进的两种S型加减速,并设计了一种兼顾柔性和效率的新改进S型加减速。在速度规划中,根据简化后的4种加减速形式,灵活组合这3种S型加减速,并采取合并曲线分段的速度平滑方式,减少了曲线段间的速度波动。仿真结果表明:该算法能在提高加工效率的同时满足加加速度的连续,最终实现加工柔性和加工效率的兼得。 展开更多
关键词 NURBS插补 S型加减速 速度平滑 速度规划
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基于遗传算法的水空两栖机器人可变形翼剪叉机构优化设计
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作者 邸欢 赵东标 杜城融 《机械与电子》 2023年第8期65-70,共6页
针对水空两栖机器人可变形翼的剪叉机构拟合问题,根据最优化思想,构建剪叉机构的几何模型,提出了一种优化算法以及优化流程框架。应用遗传算法对剪叉机构几何参数进行优化设计,探究剪叉单元数量与拟合误差值之间的关系,分析了优化结果... 针对水空两栖机器人可变形翼的剪叉机构拟合问题,根据最优化思想,构建剪叉机构的几何模型,提出了一种优化算法以及优化流程框架。应用遗传算法对剪叉机构几何参数进行优化设计,探究剪叉单元数量与拟合误差值之间的关系,分析了优化结果对变形翼的影响,对水空两栖机器人可变形翼剪叉机构的设计有一定帮助。 展开更多
关键词 两栖机器人 可变形翼 剪叉机构 优化设计 遗传算法
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EMA数字伺服驱动系统无差拍电流预测控制研究 被引量:1
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作者 孙磊 赵东标 +1 位作者 张瑶 刘豪志 《机械与电子》 2020年第6期3-7,共5页
针对机电作动器(EMA)电流环控制性能问题,基于EMA整体模型和工作原理设计一种电流预测控制器。采用一拍延时补偿的方法减小数字控制中固有采样、计算延时的影响。考虑逆变器实际工作时的非线性误差,采用平均电压法补偿由死区时间导致的... 针对机电作动器(EMA)电流环控制性能问题,基于EMA整体模型和工作原理设计一种电流预测控制器。采用一拍延时补偿的方法减小数字控制中固有采样、计算延时的影响。考虑逆变器实际工作时的非线性误差,采用平均电压法补偿由死区时间导致的电压畸变。为避免模型参数失配对控制性能的影响,采用带遗忘因子的递推最小二乘法辨识电机参数以校正预测模型。仿真结果表明,所设计的无差拍电流预测控制器可以有效保证EMA系统良好的动、静态响应性能。 展开更多
关键词 机电作动器 无差拍预测控制 非线性补偿 参数辨识
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基于ESO+RLS的EMA速度环自适应控制
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作者 陈斌 赵东标 +1 位作者 孙磊 袁骁涵 《机械与电子》 2019年第4期48-51,共4页
针对机电作动器(EMA)工作过程中伺服性能受内外干扰影响严重的问题,提出了一种速度环自适应控制策略。该控制策略采用扩展状态观测器(ESO)对系统扰动进行估计和前馈补偿。在此基础上,考虑到该ESO的扰动估计性能对电机转子磁链敏感且EMA... 针对机电作动器(EMA)工作过程中伺服性能受内外干扰影响严重的问题,提出了一种速度环自适应控制策略。该控制策略采用扩展状态观测器(ESO)对系统扰动进行估计和前馈补偿。在此基础上,考虑到该ESO的扰动估计性能对电机转子磁链敏感且EMA系统实际工作过程中转子磁链易受温度影响而摄动的情况,使用递推最小二乘法(RLS)对转子磁链进行辨识。最后利用转子磁链的辨识值自动校正ESO的参数,从而设计出速度环自适应控制器。通过仿真分析,对所设计的EMA速度环自适应控制器的可行性和有效性进行验证,仿真结果表明该方法有效可行。 展开更多
关键词 机电作动器 自适应控制 速度环 扩展状态观测器 转子磁链辨识
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鲁棒近似时间最优的EMA位置伺服策略研究 被引量:1
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作者 张瑶 赵东标 付文强 《机械科学与技术》 CSCD 北大核心 2022年第2期316-321,共6页
针对EMA(机电作动器)伺服系统中常见的速度限幅处理以及高动态响应要求,提出了一种基于1阶LADRC(线性自抗扰控制算法)速度环的PTOC(鲁棒近似时间最优位置控制)控制策略。将速度环与位置环控制律进行结合,避免一般PTOC伺服系统中对速度... 针对EMA(机电作动器)伺服系统中常见的速度限幅处理以及高动态响应要求,提出了一种基于1阶LADRC(线性自抗扰控制算法)速度环的PTOC(鲁棒近似时间最优位置控制)控制策略。将速度环与位置环控制律进行结合,避免一般PTOC伺服系统中对速度控制律与位置控制律的切换。分析了速度环不同工作状态下对PTOC控制律的影响,分别设计了速度环饱和以及非饱和工作状态下的PTOC控制律。针对典型PTOC控制律中参数选择过于保守的问题,提出了一种基于可变切换区和线性区的改进方法,并且给出了稳定性证明。仿真实验结果表明,提出的控制策略能够有效提高EMA的位置伺服动态性能以及对扰动的抵抗能力。 展开更多
关键词 机电作动器 线性自抗扰控制 鲁棒近似时间最优 可变切换区 速度限幅
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改进型自抗扰解耦的PMSM调速控制方法研究 被引量:1
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作者 付文强 赵东标 张瑶 《机械科学与技术》 CSCD 北大核心 2022年第4期646-650,共5页
为了解决永磁同步电机耦合性问题及提高其高速运行时抗扰动的能力,提出一种改进型自抗扰解耦的控制方法。系统内环引入虚拟控制量实现电流环的自抗扰解耦控制。为了提高扰动观测器的观测精度,对电流环的扰动观测器进行改进,将总扰动分... 为了解决永磁同步电机耦合性问题及提高其高速运行时抗扰动的能力,提出一种改进型自抗扰解耦的控制方法。系统内环引入虚拟控制量实现电流环的自抗扰解耦控制。为了提高扰动观测器的观测精度,对电流环的扰动观测器进行改进,将总扰动分为两部分,观测器只用来估计未知部分扰动。速度环采用自抗扰控制器,可以对负载变化进行扰动补偿,提高系统抗扰动能力。仿真结果表明:与传统的PI前馈解耦控制相比,该方法能够改善电流解耦性能,提高系统的调速精度及抗干扰能力。 展开更多
关键词 PMSM调速控制 自抗扰解耦控制 虚拟控制量 抗干扰
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基于CNN特征提取及模型融合的飞机液压系统故障诊断 被引量:4
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作者 李时奇 赵东标 +1 位作者 申珂楠 丰嬴政 《机械制造与自动化》 2020年第5期192-195,199,共5页
为了对飞机液压系统进行有效故障诊断,采用CNN对飞机液压系统的压力信号进行特征提取。用提取到的特征输入线性模型、决策树、支持向量机、k邻近等算法对其进行故障诊断,并使用Stacking模型融合技术将多个模型融合。结果表明,相比于直接... 为了对飞机液压系统进行有效故障诊断,采用CNN对飞机液压系统的压力信号进行特征提取。用提取到的特征输入线性模型、决策树、支持向量机、k邻近等算法对其进行故障诊断,并使用Stacking模型融合技术将多个模型融合。结果表明,相比于直接用CNN训练进行故障诊断,使用CNN提取出的特征进行训练能极大减少训练时间同时提高准确率。 展开更多
关键词 CNN特征提取 Stacking多模型融合 飞机液压系统 故障诊断
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飞机起落架液压收放系统的故障程度诊断 被引量:2
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作者 丰赢政 赵东标 +1 位作者 申珂楠 赵世超 《机械制造与自动化》 2022年第1期217-220,共4页
飞机起落架液压收放系统故障程度正确诊断可帮助飞行员及时采取行动应对不同程度的故障,避免人员和财产受到损失。针对飞机起落架液压收放系统故障样本少,故障数据时域上的高相关性,提出一种混合条件变分自编码网络和双向长短期记忆神... 飞机起落架液压收放系统故障程度正确诊断可帮助飞行员及时采取行动应对不同程度的故障,避免人员和财产受到损失。针对飞机起落架液压收放系统故障样本少,故障数据时域上的高相关性,提出一种混合条件变分自编码网络和双向长短期记忆神经网络的故障程度诊断模型。建立某型飞机起落架液压收放系统仿真模型并植入不同程度故障,提取故障数据;将故障数据归一化并训练出CVAE生成模型;利用BLSTM在时域上的双向学习能力,构建CVAE-BLSTM混合模型,诊断飞机起落架液压收放系统的故障程度。与其他算法相比,CVAE-BLSTM具有高准确率与强泛化能力,可对飞机起落架液压收放系统故障程度进行有效诊断。 展开更多
关键词 飞机起落架 液压收放系统 条件变分自编码 双向长短期记忆神经网络 故障程度诊断
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New Iron-based SiC Spherical Composite Magnetic Abrasive for Magnetic Abrasive Finishing 被引量:12
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作者 ZHANG Guixiang zhao Yugang +2 位作者 zhao dongbiao ZUO Dunwen YIN Fengshi 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第2期377-383,共7页
SiC magnetic abrasive is used to polish surfaces of precise, complex parts which are hard, brittle and highly corrosion-resistant in magnetic abrasive finishing(MAF). Various techniques are employed to produce this ... SiC magnetic abrasive is used to polish surfaces of precise, complex parts which are hard, brittle and highly corrosion-resistant in magnetic abrasive finishing(MAF). Various techniques are employed to produce this magnetic abrasive, but few can meet production demands because they are usually time-consuming, complex with high cost, and the magnetic abrasives made by these techniques have irregular shape and low bonding strength that result in low processing efficiency and shorter service life. Therefore, an attempt is made by combining gas atomization and rapid solidification to fabricate a new iron-based SiC spherical composite magnetic abrasive. The experimental system to prepare this new magnetic abrasive is constructed according to the characteristics of gas atomization and rapid solidification process and the performance requirements of magnetic abrasive. The new iron-based SiC spherical composite magnetic abrasive is prepared successfully when the machining parameters and the composition proportion of the raw materials are controlled properly. Its morphology, microstructure, phase composition are characterized by scanning electron microscope(SEM) and X-ray diffraction(XRD) analysis. The MAF tests on plate of mold steel S136 are carried out without grinding lubricant to assess the finishing performance and service life of this new SiC magnetic abrasive. The surface roughness(Ra) of the plate worked is rapidly reduced to 0.051 μm from an initial value of 0.372 μm within 5 min. The MAF test is carried on to find that the service life of this new SiC magnetic abrasive reaches to 155 min. The results indicate that this process presented is feasible to prepare the new SiC magnetic abrasive; and compared with previous magnetic abrasives, the new SiC spherical composite magnetic abrasive has excellent finishing performance, high processing efficiency and longer service life. The presented method to fabricate magnetic abrasive through gas atomization and rapid solidification presented can significantly improve the finishing performance and service life of magnetic abrasive, and provide a more practical approach for large-scale industrial production of magnetic abrasive. 展开更多
关键词 iron-based SiC composite powder gas atomization and rapid solidification spherical composite magnetic abrasive magnetic abrasive finishing(MAF)
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Performance Investigation of Cone Dielectric Elastomer Actuator Using Taguchi Method 被引量:11
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作者 WANG Huaming ZHU Yinglong +1 位作者 zhao dongbiao LUAN Yunguang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第4期685-692,共8页
Dielectric elastomer actuator (DEA) show promise for mechatronic applications due to the advantages of dielectric elastomer, such as lightweight, flexible, low cost, high strain, etc, and many configurations of DEAs... Dielectric elastomer actuator (DEA) show promise for mechatronic applications due to the advantages of dielectric elastomer, such as lightweight, flexible, low cost, high strain, etc, and many configurations of DEAs have been demonstrated. As a kind of linear actuator, cone DEAs are studied in some laboratory prototypes due to easy manufacturing, however, their performance have not been exploited fully. Based on the working principle of DEA, a four-bar linkage mechanism is designed to provide negative stiffness preload, which can increase displacement output of actuator (outer diameter 100 mm) to 17 mm. Three cone actuating units are assembled in parallel to enhance the maximum force output to 5.07 N. Loading experiments of actuator in forward and backward strokes are performed, the experimental results show that backward stroke has stronger actuating capability than forward stroke, accordingly application of actuator is recommended. Four factors rather than applied voltage, i.e., number of actuating units, pre-stretch ratio, inner diameter, and outer diameter, are determined as influencing factors for Taguchi method. Then the performance objectives of actuator, i.e., displacement output, maximum force output, and maximum work in backward stroke, are investigated based on L9(34) Taguchi orthogonal design. The mean signal-to-noise (S/N) ratio based on the larger-the-better criterion is calculated according to the acquired displacement and force output. Analytical results show that outer diameter has the most significant influence on displacement output, and maximum force out and work output are influenced most by number of actuating units. Inner diameter also has an important effect on the performance objectives of actuator, while pre-stretch ratio has the least influence. The proposed performance investigation is helpful for the design and application of cone actuator in mechatronic system. 展开更多
关键词 dielectric elastomer ACTUATOR performance objective Taguchi method
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数控系统中C^2连续五次PH曲线插补算法研究 被引量:1
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作者 姜海兵 赵东标 +1 位作者 罗晖淼 刘豪志 《机械与电子》 2019年第2期26-30,共5页
数控系统中传统多项式曲线插补存在弧长多项式和偏置曲线不一定具有有理形式的缺点,目前可以采用PH(Pythagorean-Hodograph)曲线插补解决,但在研究PH曲线插补时,无法保证空间PH曲线C^2连续,这将导致运动加速度的突变,进而影响加工质量... 数控系统中传统多项式曲线插补存在弧长多项式和偏置曲线不一定具有有理形式的缺点,目前可以采用PH(Pythagorean-Hodograph)曲线插补解决,但在研究PH曲线插补时,无法保证空间PH曲线C^2连续,这将导致运动加速度的突变,进而影响加工质量。针对上述问题,提出了C^2连续的五次PH曲线插补算法。根据相同插值点下三次B样条曲线的切矢建立方程,得到PH曲线方程中四元数参数的迭代初值,再由速端曲线的积分和插值点间关系建立方程,线性化后迭代求解出四元数参数,从而确定五次PH曲线方程。最后通过MATLAB对空间螺旋线进行插补仿真,采用Hausdoff距离误差来估计实际曲线与五次PH曲线的误差,验证了本文插补算法的拟合逼近效果,具有一定的有效性和实用性。 展开更多
关键词 数控系统 C^2连续 五次PH曲线 插补
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Kinematic Optimization of Bionic Shoulder Driven by Pneumatic Muscle Actuators Based on Particle Swarm Optimization 被引量:3
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作者 Liu Kai Ge Zhishang +3 位作者 Xu Jiaqi Gu Baotong Wang Yangwei zhao dongbiao 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2016年第3期301-309,共9页
A bionic shoulder joint with three degree-of-freedom(DOF)driven by pneumatic muscle actuator is proposed and its corresponding kinematic model is established.The bionic shoulder is optimized by particle swam optimizat... A bionic shoulder joint with three degree-of-freedom(DOF)driven by pneumatic muscle actuator is proposed and its corresponding kinematic model is established.The bionic shoulder is optimized by particle swam optimization(PSO)with the fitness standards that the requirements of rotation indexes are met and the fluctuation of motion is kept in the lowest resolution in a pneumatic muscle actuator range.Simulation considering rotation indexes only(first simulation)is compared with the one considering both rotation indexes and motion resolution(second simulation)subsequently.Mounting position of the pneumatic muscle actuators in bionic shoulder is optimized after initializing the same condition in simulations.Results show that the fluctuations of parameters are consistent,and the parameters of the first simulation have good convergence than those of the second one.With the increase of stretch rate of the pneumatic muscle actuator,the needed length of fixed link in the center of static platform decreases in optimization. 展开更多
关键词 bionic shoulder joint particle swam optimization(PSO) kinematic optimization
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Electrochemical Machining Analysis on Grid Cathode Composed of Square Cells 被引量:2
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作者 LU Yonghua LIU Kai zhao dongbiao 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第4期668-674,共7页
During the electrochemical machining (ECM), the cathodes designed by the existing methods are mainly unitary cathodes, which can be only used to produce the workpieces with the same shapes. However, there are few rese... During the electrochemical machining (ECM), the cathodes designed by the existing methods are mainly unitary cathodes, which can be only used to produce the workpieces with the same shapes. However, there are few researches on designing cathodes for machining the different workpieces with the different surfaces. This paper presents the grid cathode composed of the square cells to produce the workpieces with different shapes. Three types of the square cells, 2.5 mm′2.5 mm, 3 mm′3 mm, and 4 mm′4 mm, are utilized to construct the plane, the slant, and the blade cathode. The material of the cathode and the anode is CrNi 18 Ti 9 , and the ingredient of electrolyte is 15% NaCl and 15% NaNO 3 . The machining equilibrium machining current and time are acquired and analyzed, the machining process and the workpiece quality are compared between using the grid cathode and the unitary cathode. Moreover, the machining errors on the workpiece surface are measured and analyzed, and the error reasons are traced and discussed to obtain the better surface quality of the workpiece. The experiment and analysis results show that the grid cathode can be used to manufacture the workpieces with complex shapes in certain range of the error. The workpiece quality improves with the size of the square cell being reduced, and if the square element is small enough, the workpiece quality is almost equal to the one machined by the unitary cathode. The proposed research realizes a single cathode machining the different workpieces with the different surfaces. 展开更多
关键词 grid cathode square cell equilibrium machining current electrochemical machining (ECM)
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基于并联RSO优化自抗扰的PMSM速度控制
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作者 付文强 赵东标 +1 位作者 刘凯 赵世超 《机械制造与自动化》 2022年第1期184-187,共4页
为提高永磁同步电机调速系统的速度精度及抗干扰能力,提出一种并联降阶状态观测器优化线性自抗扰控制的方法。对传统线性扩张状态观测器进行改进,设计了降阶状态观测器。为了提升控制器在有限带宽内的抗扰动能力,设计并联型的降阶状态... 为提高永磁同步电机调速系统的速度精度及抗干扰能力,提出一种并联降阶状态观测器优化线性自抗扰控制的方法。对传统线性扩张状态观测器进行改进,设计了降阶状态观测器。为了提升控制器在有限带宽内的抗扰动能力,设计并联型的降阶状态观测器。仿真结果表明,控制系统的速度精度和鲁棒性得到明显的提升。 展开更多
关键词 永磁同步电机 降阶状态观测器 线性自抗扰控制 速度控制
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FUZZY MODEL-FOLLOWING ADAPTIVE CONTROL DESIGN FOR ROBOT MANIPULATORS
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作者 zhao dongbiao Zhu Jianying (Nanjing University of Aeronautics and Astronautics) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 1995年第2期97-103,共7页
The increasing demand on robotic system performance leads to the use of advanced con- trol strategies. This paper proposes a method of nonlinear feedback control introducing fuzzy infer- ence into model-following adap... The increasing demand on robotic system performance leads to the use of advanced con- trol strategies. This paper proposes a method of nonlinear feedback control introducing fuzzy infer- ence into model-following adaptive control for the nonlinear robot manipulator systems. The fuzzy inference is introduced to treat the nonlinearities of the control systems. Furthermore, the stability of the system is discussed by the fuzzy stability theory based on the Lyapunov's direct method. In the closed loop, the robotic system asymptotically converge to the reference trajectory with a pre- scribed transient response. 展开更多
关键词 Robot manipulator Fuzzy set Model-following adaptive control
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Speed Planning Algorithm Based on Improved S-Type Acceleration and Deceleration Model 被引量:4
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作者 LUO Huimiao zhao dongbiao FU Wenqiang 《Journal of Shanghai Jiaotong university(Science)》 EI 2021年第6期786-793,共8页
The acceleration saltation of the traditional S-type acceleration model in the speed planning of the NURBS curve will result in the vibration and flexible impact of the machine tool.It will affect the surface quality ... The acceleration saltation of the traditional S-type acceleration model in the speed planning of the NURBS curve will result in the vibration and flexible impact of the machine tool.It will affect the surface quality of the components.The high speed smooth S-type acceleration and deceleration model deals with flexible impact,but the calculation is tedious.Aimed at the above problems,the traditional S-type acceleration and deceleration model is improved to make the jerk change linearly at a certain slope to reduce the flexible impact.Before the speed planning,it is needed to find the arc length and curvature of each point on the NURBS curve with a tiny step,and to determine the speed sensitivity point on the curve accordingly.According to the speed sensitive point,the NURBS curve is segmented.The attribute parameters of each section are determined by adaptive speed planning.Then,the speed planning can be performed on the NURBS curve according to the speed characteristics classification.The simulation results show that the algorithm can effectively reduce the flexible impact,improve the machining precision and efficiency,and simplify the classification of speed characteristics. 展开更多
关键词 speed planning flexible impact classification of speed characteristics improved S-type acceleration and deceleration
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Adaptive Multi-Objective Optimization of Bionic Shoulder Joint Based on Particle Swarm Optimization 被引量:3
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作者 LIU Kai WU Yang +4 位作者 GE Zhishang WANG Yangwei XU Jiaqi LU Yonghua zhao dongbiao 《Journal of Shanghai Jiaotong university(Science)》 EI 2018年第4期550-561,共12页
To get the movement mode and driving mechanism similar to human shoulder joint,a six degrees of freedom(DOF) serial-parallel bionic shoulder joint mechanism driven by pneumatic muscle actuators(PMAs)was designed.Howev... To get the movement mode and driving mechanism similar to human shoulder joint,a six degrees of freedom(DOF) serial-parallel bionic shoulder joint mechanism driven by pneumatic muscle actuators(PMAs)was designed.However,the structural parameters of the shoulder joint will affect various performances of the mechanism.To obtain the optimal structure parameters,the particle swarm optimization(PSO) was used.Besides,the mathematical expressions of indexes of rotation ranges,maximum bearing torque,discrete dexterity and muscle shrinkage of the bionic shoulder joint were established respectively to represent its many-sided characteristics.And the multi-objective optimization problem was transformed into a single-objective optimization problem by using the weighted-sum method.The normalization method and adaptive-weight method were used to determine each optimization index's weight coefficient;then the particle swarm optimization was used to optimize the integrated objective function of the bionic shoulder joint and the optimal solution was obtained.Compared with the average optimization generations and the optimal target values of many experiments,using adaptive-weight method to adjust weights of integrated objective function is better than using normalization method,which validates superiority of the adaptive-weight method. 展开更多
关键词 multi-objective optimization particle swarm optimization(PSO) pneumatic muscle actuator(PMA) bionic shoulder joint mechanism
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