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Application of Linear Model Predictive Control and Input-Output Linearization to Constrained Control of 3D Cable Robots
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作者 Ali Ghasemi 《Modern Mechanical Engineering》 2011年第2期69-76,共8页
Cable robots are structurally the same as parallel robots but with the basic difference that cables can only pull the platform and cannot push it. This feature makes control of cable robots a lot more challenging comp... Cable robots are structurally the same as parallel robots but with the basic difference that cables can only pull the platform and cannot push it. This feature makes control of cable robots a lot more challenging compared to parallel robots. This paper introduces a controller for cable robots under force constraint. The controller is based on input-output linearization and linear model predictive control. Performance of input-output linearizing (IOL) controllers suffers due to constraints on input and output variables. This problem is successfully tackled by augmenting IOL controllers with linear model predictive controller (LMPC). The effecttiveness of the proposed method is illustrated by numerical simulation. 展开更多
关键词 CABLE ROBOTS input-output linearization linear model PREDICTIVE Control
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Nonlinear Control of Induction Motor: A Combination of Nonlinear Observer Design and Input-Output Linearization Technique
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作者 Farid Berrezzek Wafa Bourbia Bachir Bensaker 《Journal of Energy and Power Engineering》 2013年第5期1001-1008,共8页
This paper deals with a nonlinear control strategy of induction motor that combines an input-output linearization control technique and a nonlinear observer design. It is well known that induction motors are the most ... This paper deals with a nonlinear control strategy of induction motor that combines an input-output linearization control technique and a nonlinear observer design. It is well known that induction motors are the most widely used motors in electrical appliances, industrial control and automation. However, it is also known that induction motor control is a complex task that is due to its nonlinear characteristics. Two main features of the proposed approach are worth to be mentioned. Firstly, a nonlinear control is carried out using a nonlinear feedback linearization technique involving non available state variable measurements of the induction motor system. Secondly, a nonlinear observer is designed to estimate these pertinent but unmeasurable state variables of the machine. The circle-criterion approach is performed to compute the observer gain matrices as a solution of LMI (linear matrix inequalities) that ensure the stability conditions, in the sense of Lyapunov, of the estimated state error dynamics of the designed observer. Simulation results are presented to validate the effectiveness of the proposed approach. 展开更多
关键词 Induction motor nonlinear control input-output linearization nonlinear observer circle criterion Lyapunov stability.
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Input-output approach to robust stability and stabilization for uncertain singular systems with time-varying discrete and distributed delays 被引量:4
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作者 Hui-jiao WANG An-ke XUE +1 位作者 Yun-fei GUO Ren-quan LU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第4期546-551,共6页
Based on input-output approach, the robust stability and stabilization problems for uncertain singular systems with time-varying delays are investigated. The parameter uncertainties are assumed to be norm-bounded and ... Based on input-output approach, the robust stability and stabilization problems for uncertain singular systems with time-varying delays are investigated. The parameter uncertainties are assumed to be norm-bounded and the time-varying delays include both discrete delay and distributed delay. By introducing a new input-output model, the time-delay system is embedded in a family of systems with a forward system without time delay and a dynamical feedback uncertainty. A sufficient and necessary condition, which guarantees the system regular, impulse-free and stable for all admissible uncertainties, is obtained. Based on the strict linear matrix inequality, the desired robust state feedback controller is also obtained. Finally, a numerical example is provided to demonstrate the application of the proposed method. 展开更多
关键词 Robust stability input-output stability Singular system Time-varying delay linear matrix inequality (LMI)
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Least Squares Solution for Discrete Time Nonlinear Stochastic Optimal Control Problem with Model-Reality Differences 被引量:2
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作者 Sie Long Kek Jiao Li Kok Lay Teo 《Applied Mathematics》 2017年第1期1-14,共14页
In this paper, an efficient computational approach is proposed to solve the discrete time nonlinear stochastic optimal control problem. For this purpose, a linear quadratic regulator model, which is a linear dynamical... In this paper, an efficient computational approach is proposed to solve the discrete time nonlinear stochastic optimal control problem. For this purpose, a linear quadratic regulator model, which is a linear dynamical system with the quadratic criterion cost function, is employed. In our approach, the model-based optimal control problem is reformulated into the input-output equations. In this way, the Hankel matrix and the observability matrix are constructed. Further, the sum squares of output error is defined. In these point of views, the least squares optimization problem is introduced, so as the differences between the real output and the model output could be calculated. Applying the first-order derivative to the sum squares of output error, the necessary condition is then derived. After some algebraic manipulations, the optimal control law is produced. By substituting this control policy into the input-output equations, the model output is updated iteratively. For illustration, an example of the direct current and alternating current converter problem is studied. As a result, the model output trajectory of the least squares solution is close to the real output with the smallest sum squares of output error. In conclusion, the efficiency and the accuracy of the approach proposed are highly presented. 展开更多
关键词 Least SQUARES SOLUTION STOCHASTIC Optimal Control linear Quadratic REGULATOR Sum SQUARES of Output Error input-output Equations
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Observer-Based Nonlinear Feedback Controls for Heartbeat ECG Tracking Systems 被引量:1
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作者 Witt Thanom Robert N. K. Loh 《Intelligent Control and Automation》 2012年第3期251-261,共11页
The analysis and design of observed-based nonlinear control of a heartbeat tracking system is investigated in this paper. Two of Zeeman’s heartbeat models are investigated and modified by adding the control input as ... The analysis and design of observed-based nonlinear control of a heartbeat tracking system is investigated in this paper. Two of Zeeman’s heartbeat models are investigated and modified by adding the control input as a pacemaker, thereby creating the control-affine nonlinear system models that capture the general heartbeat behavior of the human heart. The control objective is to force the output of the heartbeat models to track and generate a synthetic electrocardiogram (ECG) signal based on the actual patient reference data, obtained from the William Beaumont Hospitals, Michigan, and the PhysioNet database. The formulations of the proposed heartbeat tracking control systems consist of two phases: analysis and synthesis. In the analysis phase, nonlinear controls based on input-output feedback linearization are considered. This approach simplifies the difficult task of developing nonlinear controls. In the synthesis phase, observer-based controls are employed, where the unmeasured state variables are estimated for practical implementations. These observer-based nonlinear feedback control schemes may be used as a control strategy in electronic pacemakers. In addition, they could be used in a software-based approach to generate a synthetic ECG signal to assess the effectiveness of diagnostic ECG signal processing devices. 展开更多
关键词 HEARTBEAT Model Electrocardiogram NONlinear CONTROL of Biological SYSTEMS input-output Feedback linearization Observer-Based NONlinear CONTROL SYSTEMS
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Robust Input-Output Energy Decoupling for Uncertain Singular Systems
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作者 Xin-Zhuang Dong Qing-Ling Zhang 《International Journal of Automation and computing》 EI 2005年第1期37-42,共6页
This paper addresses the robust input-output energy decoupling problem for uncertain singular systems in which all parameter matrices except E exist as time-varying uncertainties. By means of linear matrix inequalitie... This paper addresses the robust input-output energy decoupling problem for uncertain singular systems in which all parameter matrices except E exist as time-varying uncertainties. By means of linear matrix inequalities (LMIs), sufficient conditions are derived for the existence of linear state feedback and input transformation control laws, such that the resulting closed-loop uncertain singular system is generalized quadratically stable and the energy of every input controls mainly the energy of a corresponding output, and influences the energy of other outputs as weakly as possible. Keywords Uncertain singular systems - generalized quadratical stability - input-output energy decoupling - linear matrix inequality (LMI) Xin-Zhuang Dong graduated from the Institute of Information Engineering of People’s Liberation Army, China, in 1994. She received the M. S. degree from the Institute of Electronic Technology of People’s Liberation Army, in 1998 and the Ph.D. degree from Northeastern University, China, in 2004. She is currently a post-doctoral fellow at the Key Laboratory of Systems and Control, CAS.Her research interests include singular and nonlinear systems, especially the control of singular systems such as H ∞ control, passive control and dissipative control. Qing-Ling Zhang received the Ph.D. degree from Northeastern University, China, in 1995. He is currently a professor with the Institute of Systems Science, Northeastern University. His research interests include singular systems, fuzzy systems, decentralized control, and H 2/H ∞ control. 展开更多
关键词 Uncertain singular systems generalized quadratical stability input-output energy decoupling linear matrix inequality (LMI)
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Decoupling Zeros of Positive Discrete-Time Linear Sys-tems
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作者 Tadeusz Kaczorek 《Circuits and Systems》 2010年第2期41-48,共8页
The notions of decoupling zeros of positive discrete-time linear systems are introduced. The relationships between the decoupling zeros of standard and positive discrete-time linear systems are analyzed. It is shown t... The notions of decoupling zeros of positive discrete-time linear systems are introduced. The relationships between the decoupling zeros of standard and positive discrete-time linear systems are analyzed. It is shown that: 1) if the positive system has decoupling zeros then the corresponding standard system has also decoupling zeros, 2) the positive system may not have decoupling zeros when the corresponding standard system has decoupling zeros, 3) the positive and standard systems have the same decoupling zeros if the rank of reachability (observability) matrix is equal to the number of linearly independent monomial columns (rows) and some additional assumptions are satisfied. 展开更多
关键词 Input-Decoupling ZEROS Output-Decoupling ZEROS input-output DECOUPLING ZEROS POSITIVE DISCRETE-TIME linear System
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基于幅相线性约束的自适应和差波束形成方法研究 被引量:11
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作者 许京伟 廖桂生 朱圣棋 《电子学报》 EI CAS CSCD 北大核心 2013年第9期1724-1729,共6页
阵列雷达自适应和差波束单脉冲测角面临信号对消、训练样本有限、波束保形及零点约束困难等问题.针对上述问题,本文提出基于幅相线性约束的自适应和差波束形成方法.该方法通过增加对主瓣临近角度的幅相线性约束条件,有效的克服和波束信... 阵列雷达自适应和差波束单脉冲测角面临信号对消、训练样本有限、波束保形及零点约束困难等问题.针对上述问题,本文提出基于幅相线性约束的自适应和差波束形成方法.该方法通过增加对主瓣临近角度的幅相线性约束条件,有效的克服和波束信号对消的现象;通过引入相位约束条件,使得差波束的在主瓣方向逼近静态差波束,具有良好的稳健性.同时通过合理的设计幅相约束条件实现了单脉冲和差波束测角二维解耦合.仿真实验验证了本文方法的有效性. 展开更多
关键词 自适应和差波束 幅相线性约束 稳健波束形成 二维解耦合 单脉冲测角
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求解耦合Schrdinger方程组的数值逼近算法(英文) 被引量:2
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作者 王廷春 张鲁明 陈芳启 《计算物理》 CSCD 北大核心 2008年第2期179-185,共7页
对耦合Schrdinger方程组提出一个非耦合的线性化差分格式并对其进行分析.证明格式保持原方程组的守恒律,在先验估计的基础上证明格式依L2模的绝对稳定性和无条件二阶收敛性.对孤波碰撞的各种现象进行模拟.
关键词 耦合Schrodinger方程组 线性格式 非耦合格式 守恒律 收敛性
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基于双DSP的永磁同步直线电机伺服系统 被引量:1
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作者 艾武 刘凌云 +2 位作者 张代林 陈幼平 金振荣 《微电机》 北大核心 2006年第3期63-67,共5页
直线驱动技术由于机械结构简单而获得了广泛关注和应用。该文提出了一种基于双数字信号处理器(DSP)的交流永磁同步直线电机(PM SLM)伺服控制系统的实现方案;分析了系统结构、解耦方式、模块功能划分以及数据通讯模式,给出了双DSP间接口... 直线驱动技术由于机械结构简单而获得了广泛关注和应用。该文提出了一种基于双数字信号处理器(DSP)的交流永磁同步直线电机(PM SLM)伺服控制系统的实现方案;分析了系统结构、解耦方式、模块功能划分以及数据通讯模式,给出了双DSP间接口通讯等软硬件设计方案,最后给出了直线电机动子的速度、加速度及定位精度等参数的实验研究结果。 展开更多
关键词 直线电动机 双DSP 接口通讯 解耦 永磁同步电动机
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三阶机器人模型的自适应鲁棒跟踪 被引量:1
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作者 袁军 黄心汉 +1 位作者 王敏 陈锦江 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 1995年第S2期27-32,共6页
对伺服系统的三阶机器人模型提出了一种自适应鲁棒跟踪控制方案,该方案采用输入输出线性化和滑动模态变结构技术,引入自适应鲁棒控制可在有界干扰的界不确定的情况下使系统保持期望的跟踪精度。该方案用于两自由度的机器人仿真实验,... 对伺服系统的三阶机器人模型提出了一种自适应鲁棒跟踪控制方案,该方案采用输入输出线性化和滑动模态变结构技术,引入自适应鲁棒控制可在有界干扰的界不确定的情况下使系统保持期望的跟踪精度。该方案用于两自由度的机器人仿真实验,结果表明,对具有未知负载的机器人能一致跟踪给定的期望轨迹。 展开更多
关键词 机器人 输入输出解耦线性化 滑模变结构控制 自适应鲁棒控制
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姑山采场东部强采区预裂爆破合理参数的计算 被引量:4
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作者 李大培 刘为洲 张西良 《金属矿山》 CAS 北大核心 2004年第4期20-22,共3页
通过大量试验研究及理论分析 ,修正了计算预裂爆破参数的方法 ,利用获得的合理试验参数进行现场试验验证 ,预裂孔距增大了 4 5 % ,获得了良好的预裂爆破效果 ,有效解决了姑山东帮强采爆破的震动效应问题。
关键词 震动效应 预裂爆破 大孔距 不耦合装药 线装药密度
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A Stable Analytical Solution Method for Car-Like Robot Trajectory Tracking and Optimization 被引量:4
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作者 Keyvan Majd Mohammad Razeghi-Jahromi Abdollah Homaifar 《IEEE/CAA Journal of Automatica Sinica》 EI CSCD 2020年第1期39-47,共9页
In this paper, the car-like robot kinematic model trajectory tracking and control problem is revisited by exploring an optimal analytical solution which guarantees the global exponential stability of the tracking erro... In this paper, the car-like robot kinematic model trajectory tracking and control problem is revisited by exploring an optimal analytical solution which guarantees the global exponential stability of the tracking error. The problem is formulated in the form of tracking error optimization in which the quadratic errors of the position, velocity, and acceleration are minimized subject to the rear-wheel car-like robot kinematic model. The input-output linearization technique is employed to transform the nonlinear problem into a linear formulation. By using the variational approach, the analytical solution is obtained, which is guaranteed to be globally exponentially stable and is also appropriate for real-time applications. The simulation results demonstrate the validity of the proposed mechanism in generating an optimal trajectory and control inputs by evaluating the proposed method in an eight-shape tracking scenario. 展开更多
关键词 Global asymptotic stability input-output linearization optimal control trajectory tracking
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Following Control for a UUV using Temporary Path Generation Guidance 被引量:2
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作者 Zheping Yan Dongnan Chi Jiajia Zhou Yufei Zhao 《Journal of Marine Science and Application》 2012年第2期236-243,共8页
A path following control algorithm for an unmanned underwater vehicle(UUV) using temporary path generation guidance was proposed in this paper.Owing to different initial states of the vehicle,such as position and or... A path following control algorithm for an unmanned underwater vehicle(UUV) using temporary path generation guidance was proposed in this paper.Owing to different initial states of the vehicle,such as position and orientation,the path following control in the horizontal plane may yield a poor performance.To deal with the negative effect induced by initial states,a temporary path generation was presented based on the relationship between the original reference path and the vehicle’s initial states.With different relative positions between the vehicle and reference path,including out of straight lines,as well as inside and outside a circle,the related temporary paths guiding the vehicle to the reference path were able to be generated in real time.The vehicle was guided to steer along the temporary path until it reached the tangent point at the reference path,where the controller was designed using the input-output feedback linearization method.Simulation results demonstrated that the proposed algorithm is effective under the three different situations mentioned above. 展开更多
关键词 nonlinear control path following control UUV temporary path generation input-output feedback linearization
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Electronic Throttle Control System: Modeling, Identification and Model-Based Control Designs 被引量:4
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作者 Robert N. K. Loh Witt Thanom +1 位作者 Jan S. Pyko Anson Lee 《Engineering(科研)》 2013年第7期587-600,共14页
Electronic throttle control (ETC) system has worked its way to becoming a standard subsystem in most of the current automobiles as it has contributed much to the improvement of fuel economy, emissions, drivability and... Electronic throttle control (ETC) system has worked its way to becoming a standard subsystem in most of the current automobiles as it has contributed much to the improvement of fuel economy, emissions, drivability and safety. Precision control of the subsystem, which consists of a dc motor driving a throttle plate, a pre-loaded return spring and a set of gear train to regulate airflow into the engine, seems rather straightforward and yet complex. The difficulties lie in the unknown system parameters, hard nonlinearity of the pre-loaded spring that pulls the throttle plate to its default position, and friction, among others. In this paper, we extend our previous results obtained for the modeling, unknown system parameters identification and control of a commercially available Bosch’s DV-E5 ETC system. Details of modeling and parameters identification based on laboratory experiments, data analysis, and knowledge of the system are provided. The parameters identification results were verified and validated by a real-time PID control implemented with an xPC Target. A nonlinear control design was then proposed utilizing the input-output feedback linearization approach and technique. In view of a recent massive auto recalls due to the controversial uncontrollable engine accelerations, the results of this paper may inspire further research interest on the drive-by-wire technology. 展开更多
关键词 ETC SYSTEM SYSTEM IDENTIFICATION Nonlinear CONTROL input-output Feedback linearization XPC Target-Based CONTROL SYSTEM
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Input-output finite-time stability of time-varying linear singular systems 被引量:1
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作者 Juan YAO Jun-e FENG +1 位作者 Lin SUN Yu ZHENG 《控制理论与应用(英文版)》 EI 2012年第3期287-291,共5页
This paper studies the input-output finite-time stabilization problem for time-varying linear singular sys- tems. The output and the input refer to the controlled output and the disturbance input, respectively. Two cl... This paper studies the input-output finite-time stabilization problem for time-varying linear singular sys- tems. The output and the input refer to the controlled output and the disturbance input, respectively. Two classes of dis- turbance inputs are considered, which belong to L-two and L-infinity. Sufficient conditions are firstly provided which guarantee the input-output finite-time stability. Based on this, state feedback controllers are designed such that the resultant closed-loop systems are input-output finite-time stable. The conditions are presented in terms of differential linear matrix inequalities. Finally, an example is presented to show the validity of the proposed results. 展开更多
关键词 Differential linear matrix inequality Finite-time stability input-output linear singular system
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Application of a Zero-speed Fin Stabilizer for Roll Reduction of a Marine Robot near the Surface
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作者 Yannan Gao Hongzhang Jin Shengbin Zhou 《Journal of Marine Science and Application》 2012年第2期228-235,共8页
A zero-speed fin stabilizer system was developed for rolling control of a marine robot.As a robot steering device near the sea surface with low speed,it will have rolling motion due to disturbance from waves.Based on ... A zero-speed fin stabilizer system was developed for rolling control of a marine robot.As a robot steering device near the sea surface with low speed,it will have rolling motion due to disturbance from waves.Based on the working principle of a zero-speed fin stabilizer and a marine robot’s dynamic properties,a roll damping controller was designed with a master-slave structure.It was composed of a sliding mode controller and an output tracking controller that calculates the desired righting moment and drives the zero-speed fin stabilizer.The methods of input-output linearization and model reference were used to realize the tracking control.Simulations were presented to demonstrate the validity of the control law proposed. 展开更多
关键词 zero-speed fin stabilizer roll reduction input-output linearization master-slave structure marine robot
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Cutting CO_(2)emissions through demand side regulation:Implications from multi-regional input-output linear programming model
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作者 Nan LIU Jidong KANG +1 位作者 Tsan Sheng NG Bin SU 《Frontiers of Engineering Management》 2022年第3期452-461,共10页
This study combines multi-regional inputoutput(MRIO)model with linear programming(LP)model to explore economic structure adjustment strategies for the reduction of carbon dioxide(CO_(2))emissions.A particular feature ... This study combines multi-regional inputoutput(MRIO)model with linear programming(LP)model to explore economic structure adjustment strategies for the reduction of carbon dioxide(CO_(2))emissions.A particular feature of this study is the identification of the optimal regulation sequence of final products in various regions to reduce CO_(2)emissions with the minimum loss in gross domestic product(GDP).By using China's MRIO tables 2017 with 28 regions and 42 economic sectors,results show that reduction in final demand leads to simultaneous reductions in GDP and CO_(2)emissions.Nevertheless,certain demand side regulation strategy can be adopted to lower CO_(2)emissions at the smallest loss of economic growth.Several key final products,such as metallurgy,nonmetal,metal,and chemical products,should first be regulated to reduce CO_(2)emissions at the minimum loss in GDP.Most of these key products concentrate in the coastal developed regions in China.The proposed MRIO-LP model considers the inter-relationship among various sectors and regions,and can aid policy makers in designing effective policy for industrial structure adjustment at the regional level to achieve the national environmental and economic targets. 展开更多
关键词 CO_(2)emissions demand side regulation multi-regional input-output model linear programming model
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Robust linear optimization under matrix completion
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作者 WEN ShouWen XU FangFang +1 位作者 WEN ZaiWen LIN Chen 《Science China Mathematics》 SCIE 2014年第4期699-710,共12页
Linear programming models have been widely used in input-output analysis for analyzing the interdependence of industries in economics and in environmental science.In these applications,some of the entries of the coeff... Linear programming models have been widely used in input-output analysis for analyzing the interdependence of industries in economics and in environmental science.In these applications,some of the entries of the coefficient matrix cannot be measured physically or there exists sampling errors.However,the coefficient matrix can often be low-rank.We characterize the robust counterpart of these types of linear programming problems with uncertainty set described by the nuclear norm.Simulations for the input-output analysis show that the new paradigm can be helpful. 展开更多
关键词 robust optimization linear programming matrix completion input-output analysis
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The Dynamics Characteristics of Flexible Spacecraft and Its Closed-Loop Stability with Passive Control 被引量:3
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作者 MENG Bin ZHAO Yunbo 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2021年第3期860-872,共13页
Passive control is the most popular methodology for flexible spacecraft while it remains an open problem whether the closed-loop performance can be achieved only with passive control subject to the coupling modes of r... Passive control is the most popular methodology for flexible spacecraft while it remains an open problem whether the closed-loop performance can be achieved only with passive control subject to the coupling modes of rigid and flexibility.Also,the closed-loop performance of passive PD control based on the dynamics of the Euler angle parameterization of spacecraft,which has been widely used in practice,is yet to be addressed.Towards these challenges,by introducing the input-output exact linearization theory and Lyapunov theory,the authors show that the closed-loop performance for flexible spacecraft with rigid and flexible modes can be achieved by adjusting the parameters of the passive controllers sufficiently large.This is done by firstly transforming the flexible spacecraft dynamics into an exact feedback linearization standard form,and then analyzing the closed-loop performance of flexible spacecraft. 展开更多
关键词 Closed-loop stability flexible spacecraft internal dynamics input-output exact linearization passive control
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