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Modelling and simulation of flight control electromechanical actuators with special focus on model architecting, multidisciplinary effects and power flows 被引量:14
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作者 Fu Jian Jean-Charles Maré Fu Yongling 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第1期47-65,共19页
In the aerospace field, electromechanical actuators are increasingly being implemented in place of conventional hydraulic actuators. For safety-critical embedded actuation applications like flight controls, the use of... In the aerospace field, electromechanical actuators are increasingly being implemented in place of conventional hydraulic actuators. For safety-critical embedded actuation applications like flight controls, the use of electromechanical actuators introduces specific issues related to thermal balance, reflected inertia, parasitic motion due to compliance and response to failure. Unfortunately, the physical effects governing the actuator behaviour are multidisciplinary, coupled and nonlinear. Although numerous multi-domain and system-level simulation packages are now available on the market, these effects are rarely addressed as a whole because of a lack of scientific approaches for model architecting, multi-purpose incremental modelling and judicious model implementation. In this publication, virtual prototyping of electromechanical actuators is addressed using the Bond-Graph formalism. New approaches are proposed to enable incremental modelling,thermal balance analysis, response to free-run or jamming faults, impact of compliance on parasitic motion, and influence of temperature. A special focus is placed on friction and compliance of the mechanical transmission with fault injection and temperature dependence. Aileron actuation is used to highlight the proposals for control design, energy consumption and thermal analysis, power network pollution analysis and fault response. 展开更多
关键词 Bond Graph Electro-hydrostatic actuator electromechanical actuator More electric aircraft MODELLING Power-by-wire Power loss SIMULATION
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Improved Hybrid Robust Control Method for the Electromechanical Actuator in Aircrafts 被引量:9
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作者 LU Hao LI Yunhu +1 位作者 TIAN Shengli NIE Zhenjin 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2010年第4期443-450,共8页
In the flight process of aircrafts, their electromechanical actuators(EMA) must have the ability of enduring uncertainties caused by factors such as load disturbance, the variation of work temperature and the EMA's... In the flight process of aircrafts, their electromechanical actuators(EMA) must have the ability of enduring uncertainties caused by factors such as load disturbance, the variation of work temperature and the EMA's nonlinearity. At present, in order to increase the EMA's robustness on the uncertainties, the H, control method has been applied in aircrafts. The major problems with standard H∞ control lie in the large overshoot of step response and the high orders of the controller. For the purpose of addressing the two problems, this paper investigates several kinds of robust control strategies of the EMA. A mathematical model of the EMA is first built, and then with MATLAB software a H∞ controller and an improved hybrid robust controller composed of a reduced order H∞controller and a lead compensator are designed. In order to make a scientific comparison of the control effects of H∞ controller, hybrid controller and classic proportion-integral-differential(PID) controller, a simulation research is made in respect of the open loop frequency response and the closed loop step response of the three controllers. For comparing the robustness of the three controllers, the load torque is entered as a disturbance and the disturbance response of error and control input are thus obtained. The experiments with the three controllers are also conducted. Through giving the EMA a command and a disturbance torque successively, the transient response and disturbing process of EMA are recorded. The simulation and experiment results show that with the help of the hybrid controller, the EMA not only guarantees good dynamic characteristics, but also has strong robustness of disturbance rejection. Therefore, the excogitated H∞ hybrid control method effectively solves the problem of large overshoot in dynamic response, and moderately meets the requirement of overcoming the uncertainties in the EMA of aircrafts. 展开更多
关键词 aircrafts electromechanical actuator H∞ control hybrid robust control disturbance rejection
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Experimental study and electromechanical model analysis of the nonlinear deformation behavior of IPMC actuators 被引量:5
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作者 Hongguang Liu Ke Xiong +1 位作者 Kan Bian Kongjun Zhu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2017年第2期382-393,共12页
This paper develops analytical electromechanical formulas to predict the mechanical deformation of ionic polymer-metal composite (IPMC) cantilever actuators under DC excitation voltages. In this research, IPMC samples... This paper develops analytical electromechanical formulas to predict the mechanical deformation of ionic polymer-metal composite (IPMC) cantilever actuators under DC excitation voltages. In this research, IPMC samples with Pt and Ag electrodes were manufactured, and the large nonlinear deformation and the effect of curvature on surface electrode resistance of the IPMC samples were investigated experimentally and theoretically. A distributed electrical model was modified for calculating the distribution of voltage along the bending actuator. Then an irreversible thermodynamic model that could predict the curvature of a unit part of an IPMC actuator is combined with the electrical model so that an analytical electromechanical model is developed. The electromechanical model is then validated against the experimental results obtained from Pt- and Ag-IPMC actuators under various excitation voltages. The good agreement between the electromechanical model and the actuators shows that the analytical electromechanical model can accurately describe the large nonlinear quasi-static deflection behavior of IPMC actuators. 展开更多
关键词 actuator Ionic polymer metal composite Nonlinear deformation electromechanical model
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Large nonlinear deflection behavior of IPMC actuators analyzed with an electromechanical model 被引量:4
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作者 H.G.Liu K.Bian K.Xiong 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2019年第5期992-1000,共9页
This study presents an electromechanical engineering model for the analysis of the large deflection curves of ionic polymer-metal composite(IPMC)cantilever actuators under direct current(DC)voltages.In this paper,the ... This study presents an electromechanical engineering model for the analysis of the large deflection curves of ionic polymer-metal composite(IPMC)cantilever actuators under direct current(DC)voltages.In this paper,the longitudinal normal strain performance of the material was investigated using digital image correlation on a micro-scale.The deflection of the actuator is analytically obtained with the application of an elliptic integration method based on the relationship between strain gradient and excitation voltage,and the minimum excitation voltage is derived based on the assumption that the actuators have small deformations.The validity of the electromechanical model is then justified with the experimental results obtained from Pt-and Ag-IPMC actuators at various excitation voltages.The findings of this study confirm that the introduced electromechanical model can accurately describe the large nonlinear deflection behavior of IPMC actuators. 展开更多
关键词 actuator IONIC POLYMER metal composite Large DEFLECTION electromechanical model
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Output constrained IMC controllers in control systems of electromechanical actuators 被引量:1
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作者 Piotr M.MARUSAK Suwat KUNTANAPREEDA 《Control Theory and Technology》 EI CSCD 2015年第3期245-255,共11页
Electromechanical actuators are widely used in many industrial applications. There are usually some constraints existing in a designed system. This paper proposes a simple method to design constrained controllers for ... Electromechanical actuators are widely used in many industrial applications. There are usually some constraints existing in a designed system. This paper proposes a simple method to design constrained controllers for electromechanical actuators. The controllers merge the ideas exploited in internal model control and model predictive control. They are designed using the standard control system structure with unity negative feedback. The structure of the controllers is relatively simple as well as the design process. The output constraint handling mechanism is based on prediction of the control plant behavior many time steps ahead. The mechanism increases control performance and safety of the control plant. The benefits offered by the proposed controllers have been demonstrated in real-life experiments carried out in control systems of two electromechanical actuators: a DC motor and an electrohydraulic actuator. 展开更多
关键词 Constrained control internal model control (IMC) model predictive control (MPC) electromechanical actuators
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Research and Design of Coordinated Control Strategy for Smart Electromechanical Actuator System 被引量:2
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作者 HAO Zhenyang ZHANG Qiyao +2 位作者 CHEN Huajie CAO Xin MIAO Wei 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2022年第5期507-520,共14页
In order to improve the frequency response and anti-interference characteristics of the smart electromechanical actuator(EMA)system,and aiming at the force fighting problem when multiple actuators work synchronously,a... In order to improve the frequency response and anti-interference characteristics of the smart electromechanical actuator(EMA)system,and aiming at the force fighting problem when multiple actuators work synchronously,a multi input multi output(MIMO)position difference cross coupling control coordinated strategy based on double‑closed-loop load feedforward control is proposed and designed.In this strategy,the singular value method of return difference matrix is used to design the parameter range that meets the requirements of system stability margin,and the sensitivity function and the H_(∞)norm theory are used to design and determine the optimal solution in the obtained parameter stability region,so that the multi actuator system has excellent synchronization,stability and anti-interference.At the same time,the mathematical model of the integrated smart EMA system is established.According to the requirements of point-to-point control,the controller of double-loop control and load feedforward compensation is determined and designed to improve the frequency response and anti-interference ability of single actuator.Finally,the 270 V high-voltage smart EMA system experimental platform is built,and the frequency response,load feedforward compensation and coordinated control experiments are carried out to verify the correctness of the position difference cross coupling control strategy and the rationality of the parameter design,so that the system can reach the servo control indexes of bandwidth 6 Hz,the maximum output force 20000 N and the synchronization error≤0.1 mm,which effectively solves the problem of force fighting. 展开更多
关键词 smart electromechanical actuator(EMA) force fighting coordinated control strategy cross coupling control singular value method of return difference matrix sensitivity H∞norm control
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A linear ADRC-based robust high-dynamic double-loop servo system for aircraft electro-mechanical actuators 被引量:28
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作者 Chunqiang LIU Guangzhao LUO +2 位作者 Zhe CHEN Wencong TU Cai QIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第9期2174-2187,共14页
Compared with traditional hydraulic actuators, an Electro-Mechanical Actuator(EMA)is small in size and light in weight, so it has become more widely used. Aerodynamic load on aircraft control surface varies dramatical... Compared with traditional hydraulic actuators, an Electro-Mechanical Actuator(EMA)is small in size and light in weight, so it has become more widely used. Aerodynamic load on aircraft control surface varies dramatically, and a change of flight environment leads to uncertainties of motor parameters. Therefore, high-dynamic response and strong anti-disturbance capability of an EMA are of great significance for aircraft rudder control and flight attitude adjustment. In order to improve dynamic response and disturbance rejection of an EMA and simplify control parameters tuning, a robust high-dynamic servo system based on Linear Active Disturbance Rejection Control(LADRC) is proposed for an EMA employing a Permanent Magnet Synchronous Motor(PMSM).Firstly, total disturbances of the EMA are analyzed, including parameter uncertainties, load variation, and static friction. A disturbance observer based on a reduced-order Extended State Observer(ESO) is designed to improve the anti-interference ability and dynamic performance. Secondly, the servo control architecture is simplified to a double-loop system, and a composite control of position and speed with acceleration feed-forward is presented to improve the EMA frequency bandwidth.Thirdly, the ideal model of the EMA is transformed into a simple cascade integral form with a disturbance observer, which makes it convenient to analyze and design the controller. Robustness performance comparisons are realized in frequency domain. Finally, simulation and experimental results have verified the effectiveness of the proposed strategy for EMAs. 展开更多
关键词 Active DISTURBANCE REJECTION Control(ADRC) DISTURBANCE observer electromechanical actuators SERVO CONTROL
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Multi-level virtual prototyping of electromechanical actuation system for more electric aircraft 被引量:13
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作者 Jian FU Jean-Charles MARE +1 位作者 Liming YU Yongling FU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第5期892-913,共22页
Electromechanical actuators(EMAs) are becoming increasingly attractive in the field of more electric aircraft because of their outstanding benefits, which include reduced fuel burn and maintenance cost, enhanced sys... Electromechanical actuators(EMAs) are becoming increasingly attractive in the field of more electric aircraft because of their outstanding benefits, which include reduced fuel burn and maintenance cost, enhanced system flexibility, and improved management of fault detection and isolation. However, electromechanical actuation raises specific issues when being used for safetycritical aerospace applications like flight controls: huge reflected inertia to load, jamming-type failure, and increase of backlash with service due to wear and local dissipation of heat losses for thermal balance. This study proposes an incremental approach for virtual prototyping of EMAs. It is driven by a model-based system engineering process in order to enable simulation-aided design.Best practices supported by Bond graph formalism are suggested to develop a model's structure efficiently and to make the model ready for use(or extension) by addressing the above mentioned issues. Physical effects are progressively introduced, and the realism of lumped-parameter models is increased step-by-step. In particular, multi-level component models are architected to ensure continuity between engineering activities. The models are implemented in the AMESim simulation environment, and simulation responses are given to illustrate how they can be used for preliminary sizing, control design, thermal balance verification, and faults to failure analysis. The proposed best practices intend to provide engineers with fast, reusable, and efficient means to assess performance virtually and enhance maturity, performance, and robustness. 展开更多
关键词 Bond graph electromechanical actuator Flight control Model-based system engi-neering More electric aircraft Power-by-wire
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Application of a Robust Model Reference Adaptive Control Algorithm to a Nonlinear Automotive Actuator 被引量:6
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作者 Alessandro di Gaeta Umberto Montanaro 《International Journal of Automation and computing》 EI CSCD 2014年第4期377-391,共15页
Model reference adaptive control is a viable control method to impose the demanded dynamics on plants whose parameters are affected by large uncertainty. In this paper, we show by means of experiments that robust adap... Model reference adaptive control is a viable control method to impose the demanded dynamics on plants whose parameters are affected by large uncertainty. In this paper, we show by means of experiments that robust adaptive methods can effectively face nonlinearities that are common to many automotive electromechanical devices. We consider here, as a representative case study, the control of a strongly nonlinear automotive actuator. The experimental results confirm the effectiveness of the method to cope with unmodeled nonlinear terms and unknown parameters. In addition, the engineering performance indexes computed on experimental data clearly show that the robust adaptive strategy provides better performance compared with those given by a classical model-based control solution with fixed gains. 展开更多
关键词 Model reference adaptive control robust adaptive control nonlinear systems automotive control electronic throttle body electromechanical actuators
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Design and fabrication of a bistable electromagnetic microactuator 被引量:1
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作者 张永华 丁桂甫 +1 位作者 孙晓峰 蔡炳初 《Journal of Shanghai University(English Edition)》 CAS 2006年第6期541-546,共6页
An electromagnetic microactuator with two stable positions is presented. The actuator consists of a cantilever beam with two free ends, a torsional beam with two fixed ends, planar coils and permanent magnets. The can... An electromagnetic microactuator with two stable positions is presented. The actuator consists of a cantilever beam with two free ends, a torsional beam with two fixed ends, planar coils and permanent magnets. The cantilever beam has two stable positions due to the use of permanent magnets. With electromagnetic actuation arising from the planar coils, the cantilever beam will switch from one stable position to the other. Mechanical and magnetic analysis are carried out on the actuator, and the device with a size of 2.2 mm × 2.5 mm is fabricated with the UV-LIGA technology. The test results show that a current pulse with an amplitude of 70 mA is needed for actuator' s switching between the two stable states, and the switching time is no more than 6 ms. Displacement of the end of cantilever is about 15 μm. 展开更多
关键词 micro- electromechanical system( MEMS) MICROactuator bistable electromagnetic actuation UV-LIGA technology.
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Active Fault Tolerant Nonsingular Terminal Sliding Mode Control for Electromechanical System Based on Support Vector Machine 被引量:1
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作者 Jian Hu Zhengyin Yang Jianyong Yao 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2024年第3期189-203,共15页
Effective fault diagnosis and fault-tolerant control method for aeronautics electromechanical actuator is concerned in this paper.By borrowing the advantages of model-driven and data-driven methods,a fault tolerant no... Effective fault diagnosis and fault-tolerant control method for aeronautics electromechanical actuator is concerned in this paper.By borrowing the advantages of model-driven and data-driven methods,a fault tolerant nonsingular terminal sliding mode control method based on support vector machine(SVM)is proposed.A SVM is designed to estimate the fault by off-line learning from small sample data with solving convex quadratic programming method and is introduced into a high-gain observer,so as to improve the state estimation and fault detection accuracy when the fault occurs.The state estimation value of the observer is used for state reconfiguration.A novel nonsingular terminal sliding mode surface is designed,and Lyapunov theorem is used to derive a parameter adaptation law and a control law.It is guaranteed that the proposed controller can achieve asymptotical stability which is superior to many advanced fault-tolerant controllers.In addition,the parameter estimation also can help to diagnose the system faults because the faults can be reflected by the parameters variation.Extensive comparative simulation and experimental results illustrate the effectiveness and advancement of the proposed controller compared with several other main-stream controllers. 展开更多
关键词 Aeronautics electromechanical actuator Fault tolerant control Support vector machine State observer Parametric uncertainty
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Review on signal-by-wire and power-by-wire actuation for more electric aircraft 被引量:28
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作者 Jean-Charles MAR Jian FU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第3期857-870,共14页
The huge and rapid progress in electric drives offers new opportunities to improve the performances of aircraft at all levels:fuel burn,environmental footprint,safety,integration and production,serviceability,and mai... The huge and rapid progress in electric drives offers new opportunities to improve the performances of aircraft at all levels:fuel burn,environmental footprint,safety,integration and production,serviceability,and maintainability.Actuation for safety-critical applications like flight-controls,landing gears,and even engines is one of the major consumers of non-propulsive power.Conventional actuation with centralized hydraulic power generation and distribution and control of power by throttling has been well established for decades,but offers a limited potential of evolution.In this context,electric drives become more and more attractive to remove the natural drawbacks of conventional actuation and to offer new opportunities for improving performance.This paper takes the stock,at both the signal and power levels,of the evolution of actuation for safety-critical applications in aerospace.It focuses on the recent advances and the remaining challenges to be taken toward full electrical actuation for commercial and military aircraft,helicopters,and launchers.It logically starts by emphasizing the specificity of safety-critical actuation for aerospace.The following section addresses in details the evolution of aerospace actuation from mechanically-signaled and hydraulically-supplied to all electric,with special emphasis on research and development programs and on solutions entered into service.Finally,the last section reviews the challenges to be taken to generalize the use of all-electric actuators for future aircraft programs. 展开更多
关键词 actuator Aerospace Electrohydrostatic electromechanical Hydraulic More electric aircraft Power-by-wire Signal-by-wire
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Low-and high-field electromechanical responses of relaxor-based multicomponent ceramics for application in multiregime actuators
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作者 M.V.Talanov A.A.Pavelko L.A.Reznichenko 《Journal of Advanced Dielectrics》 CAS 2020年第1期23-27,共5页
The electromechanical responses of multicomponent solid solutions Pb_(0.95)Ba_(0.05)(Mg_(1/3)Nb_(2/3))_(0.471)(Zn_(1/3)Nb_(2/3))_(0.102)(Ni_(1/3)Nb_(2/3))_(0.152)Ti_(0.275)O_(3)in low and high electric fields were stu... The electromechanical responses of multicomponent solid solutions Pb_(0.95)Ba_(0.05)(Mg_(1/3)Nb_(2/3))_(0.471)(Zn_(1/3)Nb_(2/3))_(0.102)(Ni_(1/3)Nb_(2/3))_(0.152)Ti_(0.275)O_(3)in low and high electric fields were studied.In both cases,significant electromechanical responses are observed.In particular,the maximum values of the large-signal piezoelectric coefficient d_(33)reach 1600 m/V at very low values of the electric field(≈5 kV/cm).The observed features of the electromechanical responses of the studied ceramics are advantages in terms of their possible application in actuators. 展开更多
关键词 Relaxor ferroelectrics morphotropic phase boundary electromechanical response actuators
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基于GRU和改进注意力机制的多信息融合的EMA故障诊断方法
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作者 彭朝琴 李奇聪 +1 位作者 陈娟 马纪明 《北京航空航天大学学报》 北大核心 2025年第11期3734-3744,共11页
针对传统基于机器学习和深度学习的机电伺服系统(EMA)故障诊断方法存在时序特征丢失、故障信息丢失的问题,提出一种基于门控循环单元(GRU)和改进注意力机制的多信息融合的EMA故障诊断方法。将采集的不同传感器信号分为不同通道,通过GRU... 针对传统基于机器学习和深度学习的机电伺服系统(EMA)故障诊断方法存在时序特征丢失、故障信息丢失的问题,提出一种基于门控循环单元(GRU)和改进注意力机制的多信息融合的EMA故障诊断方法。将采集的不同传感器信号分为不同通道,通过GRU提取每个通道信号的时序特征,再引入自注意力机制进一步分辨信号不同时间点之间的重要关系,进一步引入多通道注意力机制自适应融合不同通道的特征,通过分类器实现故障诊断。基于测试试验台数据集的试验结果表明:所提方法与单传感器的模型相比,诊断准确率提升10%;与不引入注意力机制的模型相比,诊断准确率提升5.2%;与经典的机器学习、深度学习和近两年基于深度学习的改进算法相比,所提方法的诊断准确率在98.5%以上,诊断效果最优。 展开更多
关键词 门控循环单元 多源信息融合 自注意力机制 通道注意力机制 机电伺服系统 故障诊断
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基于双内十字定子的压电宏微平面运动台研究 被引量:1
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作者 胡志鹏 李晨捷 +2 位作者 潘文强 丁切 贺红林 《噪声与振动控制》 北大核心 2025年第2期243-249,共7页
为满足高精度平面运动的需要,提出一种由双内十字定子驱动的平面运动驱动器。利用定子的面内、面外弯振模态在驱动足处耦合形成的椭圆轨迹,从而推动动子沿x、y方向运动。本文阐述作动器的运行机理,基于ANSYS建立定子有限元模型,优化定... 为满足高精度平面运动的需要,提出一种由双内十字定子驱动的平面运动驱动器。利用定子的面内、面外弯振模态在驱动足处耦合形成的椭圆轨迹,从而推动动子沿x、y方向运动。本文阐述作动器的运行机理,基于ANSYS建立定子有限元模型,优化定子结构尺寸,简并工作模态频率并使其分别为27 457.5、27 704、27 601.3 Hz,进行谐响应分析、瞬态分析和运动调节特性分析。仿真结果表明在激励电压为250 V、频率27 344 Hz时,定子驱动足上x、y、z向振幅分别为1.5、1.4、1.6μm,模拟出椭圆轨迹,对该作动器具有良好的运动特性加以验证,并给出定子的夹持方案,设计出作动器装配结构。 展开更多
关键词 振动与波 平面运动驱动器 双内十字式定子 机电耦合模型 动力学分析
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PVC凝胶锥型结构柔性驱动器在机电耦合条件下的非线性振动
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作者 魏杰 肖洋 +1 位作者 李超群 罗斌 《固体力学学报》 北大核心 2025年第6期780-793,共14页
聚氯乙烯(PVC)凝胶是一种成本低、变形大、轻质、耐疲劳的电活性聚合物材料,具有双向的机电耦合性能,在智能传感和柔性驱动方面有着重要的应用前景.该材料常常被制备成锥形结构,用于软体机器人、柔性泵等驱动场景,然而关于PVC凝胶的锥... 聚氯乙烯(PVC)凝胶是一种成本低、变形大、轻质、耐疲劳的电活性聚合物材料,具有双向的机电耦合性能,在智能传感和柔性驱动方面有着重要的应用前景.该材料常常被制备成锥形结构,用于软体机器人、柔性泵等驱动场景,然而关于PVC凝胶的锥形结构的理论及其在动态载荷下的非线性变形行为研究较少,进而限制了其推广使用,因此本文基于该结构,建立了空间锥型结构驱动器力电耦合模型,并基于欧拉—拉格朗日方程推导了该机电耦合模型的非线性振动控制方程.其中,使用Helmholtz自由能描述了PVC凝胶锥型驱动器的系统能量变化,采用超弹性材料Gent本构模型表征了PVC凝胶材料的弹性应变,并对PVC凝胶锥形结构的非线性动力学行为进行了分析,考虑了材料内部的阻尼效应、拉伸极限因素,以及外部因素,如预拉伸机械外力、外接周期性正弦电压和弹簧刚度系数的多种情况下耦合效应.探究了不同参数下PVC凝胶锥型结构驱动器从稳态向混沌振动转换的临界阈值,通过分岔图和李雅普诺夫指数对阈值进行了定性和定量的界定和分析.该研究给为PVC凝胶锥型结构驱动器的进一步应用提供理论基础. 展开更多
关键词 锥型结构驱动器 机电耦合 非线性振动 稳定性和周期性 混沌
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含齿隙与饱和电动舵机的自适应神经网络输出反馈控制方法
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作者 朱泽军 王伟 +1 位作者 林时尧 纪毅 《兵工学报》 北大核心 2025年第S1期107-121,共15页
针对电动舵机控制器设计过程中的齿隙、输入饱和与状态信息不完全可测等问题,提出了一种基于自适应神经网络状态观测器的输出反馈控制方法。为刻画齿隙对系统动力学的影响,通过引入近似死区函数构建含齿隙的4阶伺服系统模型。针对状态... 针对电动舵机控制器设计过程中的齿隙、输入饱和与状态信息不完全可测等问题,提出了一种基于自适应神经网络状态观测器的输出反馈控制方法。为刻画齿隙对系统动力学的影响,通过引入近似死区函数构建含齿隙的4阶伺服系统模型。针对状态不完全可测的问题,设计一种基于自适应神经网络的状态观测器,实现了存在模型不确定性条件下的系统状态重构。在反步法框架下,利用双曲正切Lyapunov函数结合状态观测器输出构建了输出反馈控制器。针对可能出现的输入饱和,引入辅助滤波系统以补偿输入饱和的影响。基于Lyapunov理论证明了闭环系统中误差信号的有界性。通过构建多组仿真实验,验证了所设计控制方法的有效性。研究结果表明,所设计的控制方法能够抑制齿隙非线性对系统性能的影响,补偿输入饱和约束,并在状态不完全可测条件下实现舵面的精确跟踪控制。 展开更多
关键词 电动舵机 齿隙非线性 自适应神经网络状态观测器 输出反馈控制 控制输入饱和
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田字并联式压电振子驱动的宏微平面作动器研究
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作者 刘琼胜 张思瑶 +4 位作者 杨亮 胡志鹏 夏一帆 李冀 贺红林 《南昌航空大学学报(自然科学版)》 2025年第2期89-100,共12页
为提升压电平面作动器性能并丰富其形式,提出基于田字并联式定子的平面作动器,择取田字并联式结构的左(右)杆面内弯振、前(后)杆面内弯振、面外对称弯振等3相振动模态为作动器工作模态;面外弯振模态分别与其他两相模态进行振动耦合,在左... 为提升压电平面作动器性能并丰富其形式,提出基于田字并联式定子的平面作动器,择取田字并联式结构的左(右)杆面内弯振、前(后)杆面内弯振、面外对称弯振等3相振动模态为作动器工作模态;面外弯振模态分别与其他两相模态进行振动耦合,在左(右)、前(后)杆驱动足生成沿xz面、yz面行进的椭圆轨迹以推动移动体的x、y向移动;进一步阐明作动器的近共振驱动机理,推导出驱动足的椭圆轨迹方程,规划出定子外观尺寸为122 mm×122 mm×25 mm,确定其最适性驱动频率为36.113 kHz;建立田字并联式定子的机电耦合分析模型,解算出其工作模态、频响特性以及驱动足的振动响应。建立作动器的整机特性分析模型,并求取其调频、调压速度特性。当驱动信号为300 V、36.113 kHz时,驱动足x、y、z向振幅为1.2、0.9、0.84μm,移动体的x、y向速度则为62、64 mm/s。该作动器有望在高精密运动驱动领域得到重要应用。 展开更多
关键词 田字并联式定子 平面压电作动器 机电耦合模型 结构动力学特性 速度调节特性
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基于数据驱动的柔性直线机电作动器摩擦补偿方法研究
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作者 黄泓胜 吴继春 +1 位作者 谢馨 司喆 《制造业自动化》 2025年第12期37-44,共8页
针对柔性直线机电作动器因摩擦导致速度跟踪精度下降的问题,提出了一种基于BP神经网络的摩擦补偿方法。该方法构建了数据驱动摩擦模型,利用BP神经网络描述了速度、位置与摩擦力的非线性映射关系及零速摩擦的动态行为;建立了柔性直线机... 针对柔性直线机电作动器因摩擦导致速度跟踪精度下降的问题,提出了一种基于BP神经网络的摩擦补偿方法。该方法构建了数据驱动摩擦模型,利用BP神经网络描述了速度、位置与摩擦力的非线性映射关系及零速摩擦的动态行为;建立了柔性直线机电作动器的刚柔耦合动力学模型,构建了柔索直线运动实验平台,对比了引入摩擦模型前后的性能。实验结果表明,在50 mm/s 1 Hz的速度正弦指令下,使用摩擦模型后的直线机电作动器速度跟踪精度从0.85 mm提升至0.29 mm,死区时间从0.021 s缩短至0.003 s;在100 mm/s 1 Hz的速度正弦指令下,使用摩擦模型后的直线机电作动器速度跟踪精度从0.93 mm提升至0.25 mm,死区时间从0.012 s缩短至0.003 s。实验结果验证了该摩擦补偿方法可提高柔性直线机电作动器的速度跟踪精度,缩短其死区时间。该方法在武器站系统中应用效果良好,对提升直线机电作动器的快速响应能力具有重要作用。 展开更多
关键词 柔性直线机电作动器 BP神经网络 摩擦补偿 数据驱动方法 速度跟踪精度
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面向飞机机电作动器的变增益滑模固定时间控制策略研究
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作者 申朋 武俊东 +2 位作者 张炎 张松 徐琳 《西北工业大学学报》 北大核心 2025年第5期986-993,共8页
为提高飞机机电作动器的角速度跟踪误差收敛速度,降低飞机综合控制输入能耗,提出了一种变增益滑模固定时间控制方法。建立了以永磁同步电机作为飞机作动器核心驱动的动力学模型,并根据电机控制系统建立了基于常值增益滑模固定时间控制算... 为提高飞机机电作动器的角速度跟踪误差收敛速度,降低飞机综合控制输入能耗,提出了一种变增益滑模固定时间控制方法。建立了以永磁同步电机作为飞机作动器核心驱动的动力学模型,并根据电机控制系统建立了基于常值增益滑模固定时间控制算法;为改善固定增益的不足,设计了一种具有固定时间收敛特性的自适应律调整控制器的增益,构建了变增益滑模固定时间控制算法,理论上证明了闭环系统的固定时间收敛性。Matlab数值仿真验证了所设计控制器对不确定性因素的强鲁棒性以及轨迹跟踪误差收敛时间上界不受系统状态初值影响的优势。 展开更多
关键词 飞机机电作动器 永磁同步电机 轨迹跟踪控制 滑模控制 固定时间控制
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