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Fault-observer-based iterative learning model predictive controller for trajectory tracking of hypersonic vehicles
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作者 CUI Peng GAO Changsheng AN Ruoming 《Journal of Systems Engineering and Electronics》 2025年第3期803-813,共11页
This work proposes the application of an iterative learning model predictive control(ILMPC)approach based on an adaptive fault observer(FOBILMPC)for fault-tolerant control and trajectory tracking in air-breathing hype... This work proposes the application of an iterative learning model predictive control(ILMPC)approach based on an adaptive fault observer(FOBILMPC)for fault-tolerant control and trajectory tracking in air-breathing hypersonic vehicles.In order to increase the control amount,this online control legislation makes use of model predictive control(MPC)that is based on the concept of iterative learning control(ILC).By using offline data to decrease the linearized model’s faults,the strategy may effectively increase the robustness of the control system and guarantee that disturbances can be suppressed.An adaptive fault observer is created based on the suggested ILMPC approach in order to enhance overall fault tolerance by estimating and compensating for actuator disturbance and fault degree.During the derivation process,a linearized model of longitudinal dynamics is established.The suggested ILMPC approach is likely to be used in the design of hypersonic vehicle control systems since numerical simulations have demonstrated that it can decrease tracking error and speed up convergence when compared to the offline controller. 展开更多
关键词 hypersonic vehicle actuator fault tracking control iterative learning control(ILC) model predictive control(MPC) fault observer
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Observer-based backstepping longitudinal control for carrier-based UAV with actuator faults 被引量:9
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作者 Fengying Zheng Ziyang Zhen Huajun Gong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第2期322-337,共16页
The paper presents the longitudinal control for the carrier-based unmanned aerial vehicle (UAV) system with unmeasured states, actuator faults, control input constraints, and external disturbances. By combining output... The paper presents the longitudinal control for the carrier-based unmanned aerial vehicle (UAV) system with unmeasured states, actuator faults, control input constraints, and external disturbances. By combining output state observer, adaptive fuzzy control, and constraint backstepping technology, a robust fault tolerant control approach is proposed. An output state observer with fuzzy logic systems is developed to estimate unmeasured states, and command filters rather than differentiations of virtual control law are used to solve the computational complexity problem in traditional backstepping. Additionally, a robust term is introduced to offset the fuzzy adaptive estimation error and external disturbance, and an appropriate fault controller structure with matching conditions obtained from fault compensation is proposed. Based on the Lyapunov theory, the designed control program is illustrated to guarantee that all the closed-loop signals of the given system are bounded, and the output errors converge to a small neighborhood of zero. A carrier-based UAV nonlinear longitudinal model is employed to testify the feasibility and validity of the control scheme. The simulation results show that all the controllers can perform at a satisfactory level of reference tracking despite the existence of unknown aerodynamic parameters and actuator faults. © 2017 Beijing Institute of Aerospace Information. 展开更多
关键词 actuators Aircraft control BACKSTEPPING control system analysis control theory controllers Error compensation Fault tolerance Flight control systems Fuzzy control Fuzzy filters Fuzzy logic State estimation Three term control systems Unmanned aerial vehicles (UAV)
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Adaptive fault-tolerant control based on boundary estimation for space robot under joint actuator faults and uncertain parameters 被引量:5
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作者 Rong-Hua Lei Li Chen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2019年第6期964-971,共8页
Since the joint actuator of the space robot executes the control instructions frequently in the harsh space environment,it is prone to the partial loss of control effectiveness(PLCE)fault.An adaptive fault-tolerant co... Since the joint actuator of the space robot executes the control instructions frequently in the harsh space environment,it is prone to the partial loss of control effectiveness(PLCE)fault.An adaptive fault-tolerant control algorithm is designed for a space robot system with the uncertain parameters and the PLCE actuator faults.The mathematical model of the system is established based on the Lagrange method,and the PLCE actuator fault is described as an effectiveness factor.The lower bound of the effectiveness factors and the upper bound of the uncertain parameters are estimated by an adaptive strategy,and the estimated value is fed back to the control algorithm.Compared with the traditional fault-tolerant algorithms,the proposed algorithm does not need to predetermine the lower bound of the effectiveness factor,hence it is more in line with the actual engineering application.It is proved that the algorithm can guarantee the stability of the closed-loop system based on the Lyapunov function method.The numerical simulation results show that the proposed algorithm can not only compensate for the uncertain parameters,but also can tolerate the PLCE actuator faults effectively,which verifies the effectiveness and superiority of the control scheme. 展开更多
关键词 Space robot actuator faults Uncertain parameters Effectiveness factor Fault-tolerant control
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Reference tracking control for flexible air-breathing hypersonic vehicle with actuator delay and uncertainty 被引量:3
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作者 Hongyi Li Yiming Cheng Yulin Si Huijun Gao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第1期141-145,共5页
This paper considers the problem of reference tracking control for the flexible air-breathing hypersonic flight vehicle with actuator delay and uncertainty.By constructing the Lyapunov functional including the lower a... This paper considers the problem of reference tracking control for the flexible air-breathing hypersonic flight vehicle with actuator delay and uncertainty.By constructing the Lyapunov functional including the lower and upper bounds of the time-varying delay,the non-fragile controller is designed such that the resulting closed-loop system is asymptotically stable and satisfies a prescribed performance cost index.The simulation results are given to show the effectiveness of the proposed control method,which is validated by excellent output reference altitude and velocity tracking performance. 展开更多
关键词 actuator delay flexible air-breathing hypersonic flight vehicle(FAHFV) non-fragile control output tracking control.
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Robust reliable H_∞ control for discrete-time Markov jump linear systems with actuator failures 被引量:2
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作者 Chen Jiaorong Liu Fei 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第5期965-973,共9页
The robust reliable H∞ control problem for discrete-time Markovian jump systems with actuator failures is studied. A more practical model of actuator failures than outage is considered. Based on the state feedback me... The robust reliable H∞ control problem for discrete-time Markovian jump systems with actuator failures is studied. A more practical model of actuator failures than outage is considered. Based on the state feedback method, the resulting closed-loop systems are reliable in that they remain robust stochastically stable and satisfy a certain level of H∞ disturbance attenuation not only when all actuators are operational, but also in case of some actuator failures, The solvability condition of controllers can be equivalent to a feasibility problem of coupled linear matrix inequalities (LMIs). A numerical example is also given to illustrate the design procedures and their effectiveness. 展开更多
关键词 discrete-time Markov jump systems actuator failure reliable control robust H∞-control time-delay.
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A parameter estimation based adaptive actuator failure compensation control scheme 被引量:1
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作者 Gang Tao Ruiyun Qi Chang Tan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第1期1-11,共11页
An adaptive actuator failure compensation control scheme is developed using an indirect adaptive control method,by calculating the controller parameters from adaptive estimates of system parameters and actuator failur... An adaptive actuator failure compensation control scheme is developed using an indirect adaptive control method,by calculating the controller parameters from adaptive estimates of system parameters and actuator failure parameters.A key technical issue is how to deal with the actuator failure uncertainties such as failure pattern,time and values.A complete parametrization covering all possible failures is used to solve this issue for adaptive parameter estimation.A simultaneous mapping from the estimated system/failure parameters to the controller parameters is employed to make the control system capable of ensuring the desired system performance under failures,which is verified by simulation results. 展开更多
关键词 actuator failure compensation adaptive control failure pattern and values parameter estimation stability and tracking uncertainty parametrization.
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Multiple Model-based Adaptive Reconfiguration Control for Actuator Fault 被引量:9
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作者 GUO Yu-Ying JIANG Bin 《自动化学报》 EI CSCD 北大核心 2009年第11期1452-1458,共7页
关键词 执行器 二阶动态 仿真结果 计算方法
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Robust Adaptive Fault-tolerant Compensation Control with Actuator Failures and Bounded Disturbances 被引量:27
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作者 JIN Xiao-Zheng YANG Guang-Hong 《自动化学报》 EI CSCD 北大核心 2009年第3期305-309,共5页
关键词 自适应 自动化 控制系统 计算机
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Finite-time control of formation system for multiple flight vehicles subject to actuator saturation 被引量:1
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作者 ZHAO Enjiao ZHONG Zenan ZHENG Xin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第5期1019-1030,共12页
This paper investigates the problem of formation tracking control for multiple flight vehicle(MFV) system considering actuator saturation constraints. First, the formation tracking control model is established. Then, ... This paper investigates the problem of formation tracking control for multiple flight vehicle(MFV) system considering actuator saturation constraints. First, the formation tracking control model is established. Then, the problem of formation control of the MFV system is converted to the convergence of a dynamical system, which is obtained by using the differential geometry theory.A class of saturation functions is introduced, and on this basis a second-order finite-time formation control protocol is developed.With the help of the homogeneous theory and Lasalle's invariance principle, it is theoretically proved that the designed formation protocol could complete the formation task in finite time, and the control inputs are shown to remain within their available actuating limits. Finally, simulations are performed to verify the effectiveness of the scheme. 展开更多
关键词 formation control multiple flight vehicle(MFV) FINITE-TIME actuator saturation
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Fault-tolerant Control and Disturbance Attenuation of a Class of Nonlinear Systems with Actuator and Component Failures 被引量:3
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作者 FAN Ling-Ling SONG Yong-Duan 《自动化学报》 EI CSCD 北大核心 2011年第5期623-628,共6页
这份报纸象外部骚乱一样与致动器和部件失败调查非线性的动态系统的一个班的稳定问题。没有对在致动器失败变量上固定的估计的经分解的需要,新差错容忍的控制算法被导出,并且因此,结果的控制计划有更简单的结构并且作为与大多数存在... 这份报纸象外部骚乱一样与致动器和部件失败调查非线性的动态系统的一个班的稳定问题。没有对在致动器失败变量上固定的估计的经分解的需要,新差错容忍的控制算法被导出,并且因此,结果的控制计划有更简单的结构并且作为与大多数存在方法相比要求更少的联机计算。与建议控制,致动器和分系统 / 部件失败能被提供,这被显示出,并且州的依赖生长骚乱能有效地被稀释。算法面对外部骚乱,参量的无常,以及严重致动器 / 分系统失败基于一条 Lyapunov 途径和数字模拟经由构词的数学分析被验证。 展开更多
关键词 自动化 FTC FDD LMI
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Design and implementation of platform for embedded Ethernet control system 被引量:3
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作者 Zhu Lingbo Lin-Shi Xue-Fang +1 位作者 Dai Guanzhong Rétif Jean-Marie 《仪器仪表学报》 EI CAS CSCD 北大核心 2008年第6期1121-1128,共8页
A platform named EMECS based on embedded Ethernet control system is implemented.A PC running Fedora 6(Linux2.6)works as a central controller.A kit running Linux 2.4 based on Samsung2410A(ARM920t core)works as a remote... A platform named EMECS based on embedded Ethernet control system is implemented.A PC running Fedora 6(Linux2.6)works as a central controller.A kit running Linux 2.4 based on Samsung2410A(ARM920t core)works as a remote controller and a DC motor(ESCA P28HSL18-219/204)made by Portescap Company works as a plant.Firstly,system modeling is presented by analyzing the characteristics of Ethernet and the plant,based on a proposed delay measurement method.Secondly,implementation of the system including program and hardware is described in detail.And then the delay is measured and the control results of the system are tested in three cases with different network loads as well.The platform is proved to have flexibility of running different control algorithms and extensibility of adding nodes.Experiment results demonstrate the validity of the system. 展开更多
关键词 以太网 控制系统 设计方案 平台
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Research on Giant Magnetostrictive Actuator for Turning Vibration Control
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作者 LI Guo-ping 1,2, WEI Yan-ding 1, ZHENG Di 2, CHEN Zi-chen 1 (1. Institute of Advanced Manufacture Engineering, Zhejiang University, Hangzhou 310027, China 2. Dept. of Mechanical Engineering, Ningbo University, Ningbo 315211, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期78-79,共2页
Magnetostriction is a phenomenon in which a magneti c field is used to produce a change in size of some materials. This property has b een known in elements such as nickel, iron and cobalt. Because the rare-ear th all... Magnetostriction is a phenomenon in which a magneti c field is used to produce a change in size of some materials. This property has b een known in elements such as nickel, iron and cobalt. Because the rare-ear th alloy Terfenol-D can offer much larger strains than nickel, iron, cobalt, an d other smart materials such as piezoelectric materials, it is called giant magn etostrictive material. Making use of the giant magnetostrictive material, the gi ant magnetostrictive actuator has higher bandwidth and rapider response than oth er actuators. So it is widely used in active vibration control, especially in lo w frequency stage. In this paper, a turning vibration control system is develope d. The system has an actuator clamped in a flexor that is rigid in the feed and main cutting force directions, yet is flexible in the radial direction. The stru cture of the giant magnetostrictive actuator is developed after magnetic circuit and some structure parameter are calculated. According to the turning frequency , the transient and stable-state output of the giant magnetostrictive actuator is measured. The test result demonstrated that the actuator responses the input rapidly, and the actuator has perfect stable-state and transient output charact eristic. The characteristic includes the stable-state output linearity, repeata bility and transient delay between output displacement and input current. 展开更多
关键词 turning vibration control giant magnetostrictive actuator magnetic circuit
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基于Qt/Embedded的机房环境监控系统 被引量:13
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作者 刘钟情 《现代电子技术》 2014年第8期38-39,45,共3页
为了实现机房环境监控系统实时性,可控性和可预警性,在软硬件资源受限的嵌入式环境中,采用Qt/Embedded在嵌入式Linux系统下开发出友好的GUI界面,可以提供实验室环境参数的查询和设置,从而实现实时监控。通过结合Qt/Embedded的特点和优点... 为了实现机房环境监控系统实时性,可控性和可预警性,在软硬件资源受限的嵌入式环境中,采用Qt/Embedded在嵌入式Linux系统下开发出友好的GUI界面,可以提供实验室环境参数的查询和设置,从而实现实时监控。通过结合Qt/Embedded的特点和优点,提出用Qt/Embedded实现实验室环境监控系统的图形用户界面的设计思路,并对Qt/Embedded图形系统应用开发过程中的一些关键问题进行了深入研究。 展开更多
关键词 控制界面
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Optimization of actuator/sensor position of multi-body system with quick startup and brake 被引量:3
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作者 唐华平 唐春喜 殷陈锋 《Journal of Central South University of Technology》 EI 2007年第6期803-807,共5页
A new method was put forward to optimize the position of actuator/sensor of multi-body system with quick startup and brake. Dynamical equation was established for the system with intelligent structure of piezoelectric... A new method was put forward to optimize the position of actuator/sensor of multi-body system with quick startup and brake. Dynamical equation was established for the system with intelligent structure of piezoelectric actuators. According to the property of the modes varying with time, the performance index function was developed based on the optimal configuration principle of energy maximal dissipation, and the relevant optimal model was obtained. According to its characteristic, a float-encoding genetic algorithm, which is efficient, simple and excellent for solving the global-optimal solution of this problem, was adopted. Taking the plane manipulator as an example, the result of numerical calculation shows that, after the actuator/sensor position being optimized, the vibration amplitude of the multi-body system is reduced by 35% compared with that without optimization. 展开更多
关键词 actuator/sensor multi-body system active control OPTIMIZATION genetic algorithm
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Consensus of multi-vehicle cooperative attack with stochastic multi-hop time-varying delay and actuator fault 被引量:2
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作者 CAI Guangbin ZHAO Yushan +1 位作者 ZHAO Yang HU Changhua 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第1期228-242,共15页
A consensus-distributed fault-tolerant(CDFT)control law is proposed for a class of leader-following multi-vehicle cooperative attack(MVCA)systems in this paper.In particular,the switching communication topologies,stoc... A consensus-distributed fault-tolerant(CDFT)control law is proposed for a class of leader-following multi-vehicle cooperative attack(MVCA)systems in this paper.In particular,the switching communication topologies,stochastic multi-hop timevarying delays,and actuator faults are considered,which may lead to system performance degradation or on certain occasions even cause system instability.Firstly,the estimator of actuator faults for the following vehicle is designed to identify the actuator faults under a fixed topology.Then the CDFT control protocol and trajectory following error are derived by the relevant content of Lyapunov stability theory,the graph theory,and the matrix theory.The CDFT control protocol is proposed in the same manner,where a more realistic scenario is considered,in which the maximum trajectory following error and information on the switching topologies during the cooperative attack are available.Finally,numerical simulation are carried out to indicate that the proposed distributed fault-tolerant(DFT)control law is effective. 展开更多
关键词 leader-following multi-vehicle cooperative attack(MVCA) switching topology fault-tolerant control stochastic multi-hop time-varying delay stochastic actuator fault
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Adaptive actuator failure compensation and disturbance rejection scheme for spacecraft
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作者 Xuelian Yao Gang Tao Ruiyun Qi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第4期648-659,共12页
An adaptive actuator failure compensation scheme is proposed for attitude tracking control of spacecraft with unknown disturbances and uncertain actuator failures. A new feature of this adaptive control scheme is the ... An adaptive actuator failure compensation scheme is proposed for attitude tracking control of spacecraft with unknown disturbances and uncertain actuator failures. A new feature of this adaptive control scheme is the adaptation of the failure pattern parameter estimates, as well as the failure signal parameter estimates, for direct adaptive actuator failure compensation. Based on an adaptive backstepping control design, the estimates of the disturbance parameters are used to solve the disturbance rejection problem. The unknown disturbances are compensated completely with the stability of the whole closed-loop system. The scheme is not only able to accommodate uncertain actuator failures, but also robust against unknown external disturbances. Simulation results verify the desired adaptive actuator failure compensation performance. 展开更多
关键词 actuator failure compensation adaptive control failurepattern disturbance estimation SPACECRAFT stability and tracking.
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Observer-based robust high-order fully actuated attitude autopilot design for spinning glide-guided projectiles 被引量:2
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作者 Wei Wang Yuchen Wang +2 位作者 Shiwei Chen Yongcang Guo Zhongjiao Shi 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第4期282-294,共13页
This paper investigates the design of an attitude autopilot for a dual-channel controlled spinning glideguided projectile(SGGP),addressing model uncertainties and external disturbances.Based on fixed-time stable theor... This paper investigates the design of an attitude autopilot for a dual-channel controlled spinning glideguided projectile(SGGP),addressing model uncertainties and external disturbances.Based on fixed-time stable theory,a disturbance observer with integral sliding mode and adaptive techniques is proposed to mitigate total disturbance effects,irrespective of initial conditions.By introducing an error integral signal,the dynamics of the SGGP are transformed into two separate second-order fully actuated systems.Subsequently,employing the high-order fully actuated approach and a parametric approach,the nonlinear dynamics of the SGGP are recast into a constant linear closed-loop system,ensuring that the projectile's attitude asymptotically tracks the given goal with the desired eigenstructure.Under the proposed composite control framework,the ultimately uniformly bounded stability of the closed-loop system is rigorously demonstrated via the Lyapunov method.Validation of the effectiveness of the proposed attitude autopilot design is provided through extensive numerical simulations. 展开更多
关键词 Spinning glide-guided projectile Attitude control Sliding mode disturbance observer Fixed-time stable theory High-order fully actuated approach
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基于ControlVAE的约束嵌入稠密时变阵列构建
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作者 孙文力 原达 姜新波 《电子学报》 EI CAS CSCD 北大核心 2024年第1期354-363,共10页
在对探地雷达(Ground Penetrating Radar,GPR)数据进行三维建模与可视化分析过程中,其所依赖的三维时变阵列通常是由一维数据道或二维阵列间接生成的.由于采集到的数据往往比较稀疏,且存在不规则偏移,需要进行稠密处理,以获得高密度三... 在对探地雷达(Ground Penetrating Radar,GPR)数据进行三维建模与可视化分析过程中,其所依赖的三维时变阵列通常是由一维数据道或二维阵列间接生成的.由于采集到的数据往往比较稀疏,且存在不规则偏移,需要进行稠密处理,以获得高密度三维时变阵列.本文提出了一种基于可控变分自编码(Controllable Variational AutoEncoder,ControlVAE)的约束嵌入稠密时变阵列构建方法 .使用基于ControlVAE的时变数据重构网络,通过隐空间采样插值和深浅层特征信息的融合,生成接近真实分布的伪道数据来增加阵列密度.构建了基于尺度不变特征变换的数据配准模块,提取道间梯度特征与结构对称性特征,可以在时空域内完成数据配准.同时将浅层特征作为约束信息嵌入数据重构网络,以消除数据道偏移对阵列生成的影响.实验结果表明,本文方法仅使用单测线二维B-scan数据集即可重建稠密时变阵列,可以有效降低重构模型累积误差,提高面对复杂真实数据时的鲁棒性. 展开更多
关键词 时变阵列 数据生成 探地雷达 约束嵌入 可控变分自编码模型
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基于PLC嵌入式技术的船舶航行自动控制系统设计 被引量:2
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作者 崔源 徐增勇 《舰船科学技术》 北大核心 2025年第6期158-161,共4页
船舶航行控制需适应复杂多变的航行环境扰动,PLC嵌入式技术具备强大的逻辑运算与适应能力,能够达到各种复杂场景的控制要求,为此,设计基于PLC嵌入式技术的船舶航行自动控制系统。通过系统的设备层实时采集船舶航行的位置、舵角、航向等... 船舶航行控制需适应复杂多变的航行环境扰动,PLC嵌入式技术具备强大的逻辑运算与适应能力,能够达到各种复杂场景的控制要求,为此,设计基于PLC嵌入式技术的船舶航行自动控制系统。通过系统的设备层实时采集船舶航行的位置、舵角、航向等数据,传入嵌入式控制层,该层调用其嵌入式微处理器存储与处理此类数据后,调用其所嵌入的BP神经网络PID控制器,以预设的船舶航行舵角为控制目标,对船舶的舵机实施控制,降低舵角偏差,达到船舶航行航向控制目的。结果显示,该系统可针对不同风力与风速航行环境下的船舶实现精准航行控制,控制后船舶在2种航行环境下的航行舵角几乎均能够与预设舵角相吻合,且均可按照预设航向航行,控制效果显著。 展开更多
关键词 PLC嵌入式技术 船舶航行 BP神经网络 PID控制器
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执行器故障及其非线性机械臂固定时间变参数滑模同步控制
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作者 刘树博 李智 +1 位作者 张志远 罗先喜 《河南理工大学学报(自然科学版)》 北大核心 2025年第6期172-181,共10页
目的执行器故障及其非线性和有界扰动对不确定机械臂系统影响较大,需要实现机械臂对期望轨迹的快速和高精度跟踪。方法基于多项式平方和(sum-of-squares,SOS)理论提出一种固定时间变参数滑模容错同步控制(fixed-time parameter-varying ... 目的执行器故障及其非线性和有界扰动对不确定机械臂系统影响较大,需要实现机械臂对期望轨迹的快速和高精度跟踪。方法基于多项式平方和(sum-of-squares,SOS)理论提出一种固定时间变参数滑模容错同步控制(fixed-time parameter-varying sliding fault tolerant synchronous control,FPS-FTSC)策略。首先,建立具有未知执行器故障及其非线性的统一数学模型;其次,为了使控制器满足机械臂各轴间的协调性,引入同步误差控制项,并结合预设性能函数(prescribed performance function,PPF)完成误差转换,在变参数终端滑模框架下,基于Lyapunov稳定性理论保证位置跟踪误差可以在固定时间收敛到PPF限定的范围内;最后,在求解变参数控制器增益的同时,给出系统具有全局最优H∞扰动抑制性能存在的条件。结果仿真和实验中,在没有执行器故障及其非线性存在的理想情况下,FPS-FTSC策略使位置跟踪误差和同步误差均能快速收敛到0的较小邻域内;在多种执行器故障及执行器非线性存在的情况下,所提策略仍能使系统实现对期望轨迹快速稳定地跟踪,且控制性能优于已有算法。结论仿真和实验结果表明,所提控制策略能够使系统在多重约束下具有较好的暂态和稳态性能,表现出良好的鲁棒性和容错性。 展开更多
关键词 机械臂 执行器故障 变参数滑模同步控制 固定时间容错控制 执行器非线性
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