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Fixed-time Target-guided Coordinate Control of Unmanned Surface Vehicles Based on Dynamic Surface Control
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作者 LI Chao−yi XU Hai−xiang +2 位作者 YU Wen−zhao DU Zhe DING Ya−nan 《船舶力学》 北大核心 2025年第6期849-862,共14页
This paper presents an investigation on the target-guided coordinated control(TACC)of unmanned surface vehicles(USVs).In the scenario of tracking non-cooperative targets,the status information of the target can only b... This paper presents an investigation on the target-guided coordinated control(TACC)of unmanned surface vehicles(USVs).In the scenario of tracking non-cooperative targets,the status information of the target can only be obtained by some USVs.In order to achieve semi-encirclement tracking of noncooperative targets under maritime security conditions,a fixed-time tracking control method based on dynamic surface control(DSC)is proposed in this paper.Firstly,a novel TACC architecture with decoupled kinematic control law and decoupled kinetic control law was designed to reduce the complexity of control system design.Secondly,the proposed DSC-based target-guided kinematic control law including tracking points pre-allocation strategy and sigmoid artificial potential functions(SigAPFs)can avoid collisions during tracking process and optimize kinematic control output.Finally,a fixed-time TACC system was proposed to achieve fast convergence of kinematic and kinetics errors.The effectiveness of the proposed TACC approach in improving target tracking safety and reducing control output chattering was verified by simulation comparison results. 展开更多
关键词 unmanned surface vehicle distributed control target-guided coordinate control fixed-time convergence dynamic surface control
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Observer-based multivariable fixed-time formation control of mobile robots 被引量:5
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作者 LI Yandong ZHU Ling and GUO Yuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第2期403-414,共12页
This paper proposes a multivariable fixed-time leaderfollower formation control method for a group of nonholonomic mobile robots, which has the ability to estimate multiple uncertainties. Firstly, based on the state s... This paper proposes a multivariable fixed-time leaderfollower formation control method for a group of nonholonomic mobile robots, which has the ability to estimate multiple uncertainties. Firstly, based on the state space model of the leader-follower formation, a multivariable fixed-time formation kinematics controller is designed. Secondly, to overcome uncertainties existing in the nonholonomic mobile robot system, such as load change,friction, external disturbance, a multivariable fixed-time torque controller based on the fixed-time disturbance observer at the dynamic level is designed. The designed torque controller is cascaded with the formation controller and finally realizes accurate estimation of the uncertain part of the system, the follower tracking of reference velocity and the desired formation of the leader and the follower in a fixed-time. The fixed-time upper bound is completely determined by the controller parameters, which is independent of the initial state of the system. The multivariable fixed-time control theory and the Lyapunov method are adopted to ensure the system stability.Finally, the effectiveness of the proposed algorithm is verified by the experimental simulation. 展开更多
关键词 multivariable fixed-time control formation control uncertainty fixed time OBSERVER NONHOLONOMIC mobile robot
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Fixed-time cooperative interception guidance law with angle constraints for multiple flight vehicles
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作者 ZHAO Enjiao DING Xue +1 位作者 ZHANG Ke YUAN Zengyu 《Journal of Systems Engineering and Electronics》 2025年第2期569-579,共11页
This paper presents a fixed-time cooperative gui-dance method with impact angle constraints for multiple flight vehicles (MFV) to address the challenges of intercepting large maneuvering targets with difficulty and lo... This paper presents a fixed-time cooperative gui-dance method with impact angle constraints for multiple flight vehicles (MFV) to address the challenges of intercepting large maneuvering targets with difficulty and low precision. A coopera-tive guidance model is proposed, transforming the cooperative interception problem into a consensus problem based on the remaining flight time of the flight vehicles. First, the impact angle constraint is converted into the line of sight (LOS) angle con-straint, and a new fixed-time convergent non-singular terminal sliding surface is introduced, which resolves the singularity issue of the traditional sliding surfaces. With this approach, LOS angle rate and normal overloads can converge in fixed time, ensuring that the upper bound of the system convergence time is not affected by the initial value of the system. Furthermore, the maneuvering movement of the target is considered as a system disturbance, and an extended state observer is employed to estimate and compensate for it in the guidance law. Lastly, by applying consensus theory and distributed communication topology, the remaining flight time of each flight vehicle is syn-chronized to ensure that they intercept the target simulta-neously with different impact angles. Simulation experiments are conducted to validate the effectiveness of the proposed cooper-ative interception and guidance method. 展开更多
关键词 fixed-time control communication topology con-sensus theory impact angle cooperative guidance
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Fixed-time distributed average consensus tracking for multiple Euler-Lagrange systems
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作者 SUN Guhao ZENG Qingshuang CAI Zhongze 《Journal of Systems Engineering and Electronics》 2025年第2期523-536,共14页
This paper investigates the sliding-mode-based fixed-time distributed average tracking (DAT) problem for multiple Euler-Lagrange systems in the presence of external distur-bances. The primary objective is to devise co... This paper investigates the sliding-mode-based fixed-time distributed average tracking (DAT) problem for multiple Euler-Lagrange systems in the presence of external distur-bances. The primary objective is to devise controllers for each agent, enabling them to precisely track the average of multiple time-varying reference signals. By averaging these signals, we can mitigate the influence of errors and uncertainties arising dur-ing measurements, thereby enhancing the robustness and stabi-lity of the system. A distributed fixed-time average estimator is proposed to estimate the average value of global reference sig-nals utilizing local information and communication with neigh-bors. Subsequently, a fixed-time sliding mode controller is intro-duced incorporating a state-dependent sliding mode function coupled with a variable exponent coefficient to achieve dis-tributed average tracking of reference signals, and rigorous ana-lytical methods are employed to substantiate the fixed-time sta-bility. Finally, numerical simulation results are provided to vali-date the effectiveness of the proposed methodology, offering insights into its practical application and robust performance. 展开更多
关键词 distributed average tracking(DAT) fixed-time con-vergence Euler-Lagrange systems sliding mode control
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Robust fixed-time flight controller for a dual-system convertible UAV in the cruise mode
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作者 Lulu Chen Zhenbao Liu +2 位作者 Qingqing Dang Wen Zhao Wenyu Chen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第9期53-66,共14页
This paper investigates the attitude tracking control problem for the cruise mode of a dual-system convertible unmanned aerial vehicle(UAV)in the presence of parameter uncertainties,unmodeled uncertainties and wind di... This paper investigates the attitude tracking control problem for the cruise mode of a dual-system convertible unmanned aerial vehicle(UAV)in the presence of parameter uncertainties,unmodeled uncertainties and wind disturbances.First,a fixed-time disturbance observer(FXDO)based on the bi-limit homogeneity theory is designed to estimate the lumped disturbance of the convertible UAV model.Then,a fixed-time integral sliding mode control(FXISMC)is combined with the FXDO to achieve strong robustness and chattering reduction.Bi-limit homogeneity theory and Lyapunov theory are applied to provide detailed proof of the fixed-time stability.Finally,numerical simulation experimental results verify the robustness of the proposed algorithm to model parameter uncertainties and wind disturbances.In addition,the proposed algorithm is deployed in a open-source UAV autopilot and its effectiveness is further demonstrated by hardware-in-the-loop experimental results. 展开更多
关键词 Convertible UAV Flight control Disturbance observer fixed-time control
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Multivariable PI Type Generalized Predictive Control 被引量:4
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作者 Chen, Zengqiang Zhao, Tianhang Yuan, Zhuzhi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1998年第2期8-13,共6页
This paper presents a multivariable generalized predictive controller with proportion and integration structure by modifying the quadratic criterion of the usual MGPC. The control performance has been improved greatl... This paper presents a multivariable generalized predictive controller with proportion and integration structure by modifying the quadratic criterion of the usual MGPC. The control performance has been improved greatly. The effectiveness of the controller is demonstrated by the simulation result. 展开更多
关键词 Predictive control Self-tuning control multivariable control PI control
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Incremental multivariable predictive functional control and its application in a gas fractionation unit 被引量:3
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作者 施惠元 苏成利 +3 位作者 曹江涛 李平 宋英莉 李宁波 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第12期4653-4668,共16页
The control of gas fractionation unit(GFU) in petroleum industry is very difficult due to multivariable characteristics and a large time delay.PID controllers are still applied in most industry processes.However,the t... The control of gas fractionation unit(GFU) in petroleum industry is very difficult due to multivariable characteristics and a large time delay.PID controllers are still applied in most industry processes.However,the traditional PID control has been proven not sufficient and capable for this particular petro-chemical process.In this work,an incremental multivariable predictive functional control(IMPFC) algorithm was proposed with less online computation,great precision and fast response.An incremental transfer function matrix model was set up through the step-response data,and predictive outputs were deduced with the theory of single-value optimization.The results show that the method can optimize the incremental control variable and reject the constraint of the incremental control variable with the positional predictive functional control algorithm,and thereby making the control variable smoother.The predictive output error and future set-point were approximated by a polynomial,which can overcome the problem under the model mismatch and make the predictive outputs track the reference trajectory.Then,the design of incremental multivariable predictive functional control was studied.Simulation and application results show that the proposed control strategy is effective and feasible to improve control performance and robustness of process. 展开更多
关键词 gas fractionation unit multivariable process incremental predictive functional control
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Recent developments on applications of sequential loop closing and diagonal dominance control schemes to industrial multivariable system 被引量:4
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作者 A.H.Mazinan M.F.Kazemi 《Journal of Central South University》 SCIE EI CAS 2013年第12期3401-3420,共20页
With a focus on an industrial multivariable system, two subsystems including the flow and the level outputs are analysed and controlled, which have applicability in both real and academic environments. In such a case,... With a focus on an industrial multivariable system, two subsystems including the flow and the level outputs are analysed and controlled, which have applicability in both real and academic environments. In such a case, at first, each subsystem is distinctively represented by its model, since the outcomes point out that the chosen models have the same behavior as corresponding ones. Then, the industrial multivariable system and its presentation are achieved in line with the integration of these subsystems, since the interaction between them can not actually be ignored. To analyze the interaction presented, the Gershgorin bands need to be acquired, where the results are used to modify the system parameters to appropriate values. Subsequently, in the view of modeling results, the control concept in two different techniques including sequential loop closing control(SLCC) scheme and diagonal dominance control(DDC) schemes is proposed to implement on the system through the Profibus network, as long as the OPC(OLE for process control) server is utilized to communicate between the control schemes presented and the multivariable system. The real test scenarios are carried out and the corresponding outcomes in their present forms are acquired. In the same way, the proposed control schemes results are compared with each other, where the real consequences verify the validity of them in the field of the presented industrial multivariable system control. 展开更多
关键词 multivariable system diagonal dominance control sequential loop closing control Profibus network OPC server orifice relation interaction analysis Gershogerin bands non-minimum phase system
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Exact uncertainty compensation of linear systems by continuous fixed-time output-feedback controller 被引量:1
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作者 SHI Shang ZHANG Guosheng +2 位作者 MIN Huifang HU Yinlong SUN Yonghui 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第3期706-715,共10页
This paper studies the fixed-time output-feedback control for a class of linear systems subject to matched uncertainties.To estimate the uncertainties and system states,we design a composite observer which consists of... This paper studies the fixed-time output-feedback control for a class of linear systems subject to matched uncertainties.To estimate the uncertainties and system states,we design a composite observer which consists of a high-order sliding mode observer and a Luenberger observer.Then,a robust output-feedback controller with fixed-time convergence guarantee is constructed.Rigorous theoretical proof shows that with the proposed controller,the system states can converge to zero in fixed-time free of the initial conditions.Finally,simulation comparison with existing algorithms is given.Simulation results verify the effectiveness of the proposed controller in terms of its fixed-time convergence and perfect disturbance rejection. 展开更多
关键词 linear system output feedback matched uncertainty fixed-time control OBSERVER
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Revised barrier function-based adaptive finite-and fixed-time convergence super-twisting control
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作者 LIU Dakai ESCHE Sven 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第3期775-782,共8页
This paper presents an adaptive gain,finite-and fixedtime convergence super-twisting-like algorithm based on a revised barrier function,which is robust to perturbations with unknown bounds.It is shown that this algori... This paper presents an adaptive gain,finite-and fixedtime convergence super-twisting-like algorithm based on a revised barrier function,which is robust to perturbations with unknown bounds.It is shown that this algorithm can ensure a finite-and fixed-time convergence of the sliding variable to the equilibrium,no matter what the initial conditions of the system states are,and maintain it there in a predefined vicinity of the origin without violation.Also,the proposed method avoids the problem of overestimation of the control gain that exists in the current fixed-time adaptive control.Moreover,it shows that the revised barrier function can effectively reduce the computation load by obviating the need of increasing the magnitude of sampling step compared with the conventional barrier function.This feature will be beneficial when the algorithm is implemented in practice.After that,the estimation of the fixed convergence time of the proposed method is derived and the impractical requirement of the preceding fixed-time adaptive control that the adaptive gains must be large enough to engender the sliding mode at time t=0 is discarded.Finally,the outperformance of the proposed method over the existing counterpart method is demonstrated with a numerical simulation. 展开更多
关键词 super-twisting algorithm barrier function fixed-time sliding mode control adaptive control
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基于智能算法的自适应循环发动机控制规律优化方法
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作者 陈映雪 冯冠翔 +1 位作者 缑林峰 刘志丹 《推进技术》 北大核心 2025年第7期216-234,共19页
提出一种结合混沌机制的三角拓扑聚合优化方法,旨在优化航空发动机稳态及加速过程的控制规律。针对稳态控制规律优化问题,以三角拓扑聚合优化方法为基础,通过逻辑混沌映射机制提高优化算法的全局寻优能力,提出一种混沌三角拓扑聚合优化... 提出一种结合混沌机制的三角拓扑聚合优化方法,旨在优化航空发动机稳态及加速过程的控制规律。针对稳态控制规律优化问题,以三角拓扑聚合优化方法为基础,通过逻辑混沌映射机制提高优化算法的全局寻优能力,提出一种混沌三角拓扑聚合优化策略(Chaotic triangulation topology aggregation optimizer,CTTAO)。针对加速控制规律设计问题,构建基于CTTAO的优化Bezier曲线,以提高加速过程的优化效率;引入优化变量的物理特性进行优化区间的自修正,提出一种改进混沌三角拓扑聚合优化方法(Improved chaotic triangulation topology aggregation optimizer,ICTTAO),从而获得渐近稳定的控制规律,提高性能优化结果的可靠性。采用所提的优化方法开展自适应循环发动机(Adaptive cycle engine,ACE)多变量控制规律优化研究,根据不同飞行需求,对最大推力、最低油耗、最低涡轮前温度和加速模式进行性能寻优。仿真结果表明,优化后的ACE在亚声速巡航基准点实现了耗油率降低5.35%,在超声速巡航点实现了推力提升27.59%。本文所提出的ICTTAO优于其他比较算法,在满足加速时间为2.12 s的前提下,能够保障更大的安全裕度、更低的耗油率、更小的稳态误差。此外,该方法有望用于变循环发动机模态转换控制规律设计。 展开更多
关键词 自适应循环发动机 加速控制规律 性能寻优 多变量控制 混沌映射 智能算法
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冶金自备电厂燃气发电机组机炉协调控制
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作者 安硕 冯旭刚 +5 位作者 张景 王正兵 唐得志 沈浩 王兵 宋爱国 《中南大学学报(自然科学版)》 北大核心 2025年第1期19-33,共15页
针对冶金自备电厂燃料热值、压力和负荷多变的复杂工况与发电机组燃烧、汽机系统存在的大滞后、扰动大、多变量问题,首先通过改进粒子群算法(improved particle swarm optimization,IPSO)辨识得到以汽轮机调节阀开度与燃料量为控制量、... 针对冶金自备电厂燃料热值、压力和负荷多变的复杂工况与发电机组燃烧、汽机系统存在的大滞后、扰动大、多变量问题,首先通过改进粒子群算法(improved particle swarm optimization,IPSO)辨识得到以汽轮机调节阀开度与燃料量为控制量、有功功率与主蒸汽压力为被控量的单元机组数学模型;其次,设计多变量动态矩阵控制策略,构建机炉协调控制器,通过在线预测、反馈校正实现对系统进行滚动优化,并转换为内模控制结构分析其动态特性;最后,得到基于多变量动态矩阵控制(multivariable dynamic matrix control,MDMC)的燃气发电机组机炉协调控制策略。研究结果表明:相较于常规PSO,IPSO输出曲线拟合效果具有更高的准确性;与模型预测控制、广义预测控制、比例积分微分控制相比,MDMC具有更好的抗干扰性和动态性能,系统在受到干扰时调节时间最短为112 s,超调量仅为1.81%。应用机炉协调控制系统后,有功功率与主蒸汽压力标准偏差分别降低48.03%和33.33%,在满足现场设计要求的同时更有利于工业生产。 展开更多
关键词 变负荷工况 机炉协调控制系统 改进粒子群算法 多变量动态矩阵控制 稳定性 抗干扰性
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基于前馈解耦的重介密度分程预测控制
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作者 王靖 宋玉莹 《控制工程》 北大核心 2025年第8期1381-1386,共6页
本文针对重介选煤过程中悬浮液密度的多变量预测控制算法在线计算量大的问题,提出一种基于前馈解耦的分程控制策略。基于分程控制的思想,通过比较重介悬浮液的密度与设定值的大小,以保留对被控变量影响较大的操纵变量,从而减少预测模型... 本文针对重介选煤过程中悬浮液密度的多变量预测控制算法在线计算量大的问题,提出一种基于前馈解耦的分程控制策略。基于分程控制的思想,通过比较重介悬浮液的密度与设定值的大小,以保留对被控变量影响较大的操纵变量,从而减少预测模型中操纵变量的数目。对于影响较小的操纵变量,可将其视为可测扰动并引入前馈补偿机制,进而将原预测控制算法中的多变量控制模型解耦为多个单变量控制模型的组合,并基于多个单变量控制模型设计分散滚动优化的策略。经过MATLAB的仿真实验,证明了该算法能够有效降低在线优化的运算量,进而缩短计算时间,以满足工业现场快速响应的要求。 展开更多
关键词 重介选煤 密度控制 多变量预测控制 分程控制 前馈解耦
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基于IMPC的燃煤发电机组多变量解耦控制策略
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作者 周心睿 安硕 +4 位作者 王兵 谢宏星 朱玉林 赵凯 王正兵 《动力工程学报》 北大核心 2025年第2期263-274,共12页
针对燃煤发电机组燃烧系统的大时滞和参数时变等复杂动态特性,以及主蒸汽压力和炉膛负压间的强耦合关系,提出一种改进多变量解耦模型预测控制(Improved multivariable decoupling model predictive control,IMDMPC)。根据机组历史运行数... 针对燃煤发电机组燃烧系统的大时滞和参数时变等复杂动态特性,以及主蒸汽压力和炉膛负压间的强耦合关系,提出一种改进多变量解耦模型预测控制(Improved multivariable decoupling model predictive control,IMDMPC)。根据机组历史运行数据,利用蜻蜓算法优化偏最小二乘法,构建以主蒸汽压力和炉膛负压为被控量、燃煤量和引风量为控制量的多变量耦合数学模型,运用多变量动态解耦算法对其进行解耦,设计多变量模型预测控制器,按照设定目标函数得到当前时刻控制量,同时实时采集系统输出值对控制器进行反馈校正。仿真实验结果表明:改进多变量解耦模型预测控制与模糊自适应PID控制和未解耦模型预测控制相比,主蒸汽压力和炉膛负压的超调量分别减少20.3%和8.6%,调节时间分别缩短2.6和29.55 s,具有更好的控制精度和鲁棒性。现场应用结果表明:改进多变量解耦模型预测控制策略能够使主蒸汽压力和炉膛负压分别稳定控制在±0.24 MPa和±0.27 Pa,提高了系统的稳定性且波动幅度明显减小,符合工业现场生产要求。 展开更多
关键词 改进多变量解耦模型 预测控制 火电机组 偏最小二乘法 蜻蜓算法
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Adaptive robust control for triple avoidance - striking - arrival performance of uncertain tank mechanical systems 被引量:4
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作者 Zong-fan Wang Guo-lai Yang +2 位作者 Xiu-ye Wang Qin-qin Sun Yu-ze Ma 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第8期1483-1497,共15页
This paper puts forward an unprecedented avoidance-striking-arrival problem aiming to address the need for tank's uncertain mechanical systems on the intelligent battlefield.The associated system uncertainties(pos... This paper puts forward an unprecedented avoidance-striking-arrival problem aiming to address the need for tank's uncertain mechanical systems on the intelligent battlefield.The associated system uncertainties(possibly rapid)are time-varying but bounded(possibly unknown).The goal is to design a controller that enables the tank to aim at and attack the enemy tank while keeping itself(out of the enemy fire zone).The tank maintains this condition until reaching the predefined region.In this paper,an approximate constraint following control method is adopted to solve this problem,and the original constraints are creatively divided into two categories:the avoidance-tracking constraint and the striking-arrival constraint.An adaptive robust control method is proposed and consequently verified through simulation experiments.It is proved that the system fully obeys the avoidance-tracking-constraint and strictly obeys the striking-arrival constraint under the control input.Besides,the control of the tank vehicle running system and tank gun bidirectional stabilization system are unified to deal with the control signal delay caused by complex uncertainties on the battlefield.Overall,this paper reduced the delay of signal transmission in the system while solved the avoidance-striking-arrival problem. 展开更多
关键词 Adaptive robust control multivariable tank system Uncertainty Constraint following Avoidance-striking-arrival
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Optimal decoupling control system using kernel method
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作者 全勇 杨杰 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期364-370,共7页
A major difficulty in multivariable control design is the cross-coupling between inputs and outputs which obscures the effects of a specific controller on the overall behavior of the system. This paper considers the a... A major difficulty in multivariable control design is the cross-coupling between inputs and outputs which obscures the effects of a specific controller on the overall behavior of the system. This paper considers the application of kernel method in decoupling multivariable output feedback controllers. Simulation results are presented to show the feasibility of the proposed technique. 展开更多
关键词 support vector regression kernel ridge regression DECOUPLING multivariable control systems.
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基于多变量控制策略的生物发酵罐溶解氧浓度控制
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作者 李晋超 朱晓军 《机械设计与制造》 北大核心 2024年第11期71-76,82,共7页
为解决当前生物发酵罐中溶解氧浓度饱和问题,设计了基于多变量控制策略的生物发酵罐中溶解氧浓度控制新系统。该控制系统通过控制两个变量(培养液的进气气流速率和搅拌器搅拌速度)来调节生物培养液的溶解氧浓度,并通过选择合适的空气流... 为解决当前生物发酵罐中溶解氧浓度饱和问题,设计了基于多变量控制策略的生物发酵罐中溶解氧浓度控制新系统。该控制系统通过控制两个变量(培养液的进气气流速率和搅拌器搅拌速度)来调节生物培养液的溶解氧浓度,并通过选择合适的空气流量水平,避免氧气溶解饱和,而且还可通过调整搅拌速度控制器的参数,适应控制点的实时变化。仿真实验结果表明,所设计控制系统可根据系统中控制条件切换搅拌控制器参数,来保证对空气流的正确切换和主动控制器的正确选择,并最终保证控制回路稳定运行。对实际系统的测试结果表明,当培养液因搅拌而出现溶解氧饱和时,所设计控制系统通过有效改变气流,避免培养液中溶解氧饱和问题的出现。所设计控制系统能够实现生物发酵罐中溶解氧浓度的高效控制。 展开更多
关键词 生物发酵罐 溶解氧浓度 饱和 多变量控制策略
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电化学加工表面均匀性的多变量统计过程控制
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作者 樊双蛟 李登榜 +1 位作者 杨逸 庞桂兵 《机床与液压》 北大核心 2024年第19期21-26,共6页
零件表面粗糙度对其使用性能有重要影响。为了解决零件表面单一粗糙度参数不能全面反映零件加工表面缺陷的问题,提出一种将基于相关性分析和主元分析的多变量统计过程控制应用于电化学光整加工零件表面均匀性评价的方法。设计无表面缺... 零件表面粗糙度对其使用性能有重要影响。为了解决零件表面单一粗糙度参数不能全面反映零件加工表面缺陷的问题,提出一种将基于相关性分析和主元分析的多变量统计过程控制应用于电化学光整加工零件表面均匀性评价的方法。设计无表面缺陷和有表面缺陷两个样件进行对比实验,在电化学光整加工之后记录两个样件的多项表面粗糙度参数,先进行多个参数的单变量统计过程控制,再对多个粗糙度参数进行相关性分析和主元分析,得到综合评价值绘制统计控制图。对比分析结果表明:对于存在局部缺陷的表面,相比单一粗糙度参数,采用综合评价控制图检测零件表面缺陷更准确;基于相关性分析和主元分析的多变量统计过程控制是评价电化学光整加工零件表面均匀性的有效方法。 展开更多
关键词 表面质量 多变量统计过程控制 主元分析 粗糙度参数
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基于大数据的水肥一体机控制应用研究 被引量:2
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作者 余勇 《农机化研究》 北大核心 2024年第12期189-193,共5页
针对传统灌溉方式水资源利用率低、农业用水浪费严重、肥料过度使用造成资源浪费和水污染等问题,基于大数据对水肥一体机的控制进行了设计。为了保证水肥一体机的灌溉精准性以及获取数据的精确性,采用自适用加权融合算法对获取的数据进... 针对传统灌溉方式水资源利用率低、农业用水浪费严重、肥料过度使用造成资源浪费和水污染等问题,基于大数据对水肥一体机的控制进行了设计。为了保证水肥一体机的灌溉精准性以及获取数据的精确性,采用自适用加权融合算法对获取的数据进行处理;为了对水肥浓度进行智能控制,采用PID控制器和自适应模糊控制器结合的方式对肥液浓度进行控制;为了验证该水肥一体机的性能,对其进行了浓度试验和肥料配比控制试验。结果表明:肥液浓度可以通过电导率仪进行测量,且设计控制器对肥液浓度的控制效果更优。 展开更多
关键词 水肥一体机 大数据 多元数据融合处理 PID控制器 自适应模糊控制器
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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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