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Decentralized Fault Diagnosis of Large-scale Processes Using Multiblock Kernel Principal Component Analysis 被引量:23
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作者 ZHANG Ying-Wei ZHOU Hong QIN S. Joe 《自动化学报》 EI CSCD 北大核心 2010年第4期593-597,共5页
关键词 分散系统 MBKPCA SPF PCA
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Hybrid Estimation of State and Input for Linear Discrete Time-varying Systems: A Game Theory Approach 被引量:5
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作者 YOU Fu-Qiang WANG Fu-Li GUAN Shou-Ping 《自动化学报》 EI CSCD 北大核心 2008年第6期665-669,共5页
为线性分离变化时间的系统的 H 混合评价问题在这份报纸被调查,在估计的信号是状态和输入的线性联合的地方。设计目的从骚乱要求最坏的精力获得到是的评价错误不到规定水平。混合评价问题的最佳的答案是僵绳点一二播放器零和微分游戏... 为线性分离变化时间的系统的 H 混合评价问题在这份报纸被调查,在估计的信号是状态和输入的线性联合的地方。设计目的从骚乱要求最坏的精力获得到是的评价错误不到规定水平。混合评价问题的最佳的答案是僵绳点一二播放器零和微分游戏。根据微分比赛途径,为混合评价问题的必要、足够的可解决的条件以一个 Riccati 微分方程的答案被提供。而且,如果可解决的条件满足,一个可能的评估者被建议。评估者被印射矩阵的一个获得矩阵和产量描绘,在后者反映在未知输入和输出评价错误之间的内部关系的地方。最后,一个数字例子被提供说明建议途径。 展开更多
关键词 博奕论 线性离散系统 时间变化系统 智能化系统
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Synchronization of complex switched delay dynamical networks with simultaneously diagonalizable coupling matrices 被引量:4
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作者 Tao LIU Jun ZHAO 《控制理论与应用(英文版)》 EI 2008年第4期351-356,共6页
This paper studies local exponential synchronization of complex delayed networks with switching topology via switched system stability theory. First, by a common unitary matrix, the problem of synchronization is trans... This paper studies local exponential synchronization of complex delayed networks with switching topology via switched system stability theory. First, by a common unitary matrix, the problem of synchronization is transformed into the stability analysis of some linear switched delay systems. Then, when all subnetworks are synchronizable, a delay-dependent sufficient condition is given in terms of linear matrix inequalities (LMIs) which guarantees the solvability of the synchronization problem under an average dwell time scheme. We extend this result to the case that not all subnetworks are synchronizable. It is shown that in addition to average dwell time, if the ratio of the total activation time of synchronizable and non-synchronizable subnetworks satisfy an extra condition, then the problem is also solvable. Two numerical examples of delayed dynamical networks with switching topology are given, which demonstrate the effectiveness of obtained results. 展开更多
关键词 Exponential synchronization Complex dynamical network Switching topology Switched systems Av-erage dwell time Coupling delays Simultaneously diagonalizable matrices
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Delay-dependent Stability Analysis and Stabilization of Discrete-time Singular Delay Systems 被引量:5
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作者 SUN Xin ZHANG Qing-Ling +2 位作者 YANG Chun-Yu SHAO Yong-Yun SU Zhan 《自动化学报》 EI CSCD 北大核心 2010年第10期1477-1483,共7页
关键词 自动化系统 稳定性 方法 实验
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A unified approach to fuzzy modelling and robust synchronization of different hyperchaotic systems 被引量:4
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作者 张化光 赵琰 +1 位作者 余文 杨东升 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第11期4056-4066,共11页
In this paper, a Takagi Sugeno (T-S) fuzzy model-based method is proposed to deal with the problem of synchronization of two identical or different hyperchaotic systems. The T S fuzzy models with a small number of f... In this paper, a Takagi Sugeno (T-S) fuzzy model-based method is proposed to deal with the problem of synchronization of two identical or different hyperchaotic systems. The T S fuzzy models with a small number of fuzzy IF-THEN rules are employed to represent many typical hyperchaotic systems exactly. The benefit of employing the T-S fuzzy models lies in mathematical simplicity of analysis. Based on the T-S fuzzy hyperchaotic models, two fuzzy controllers arc designed via parallel distributed compensation (PDC) and exact linearization (EL) techniques to synchronize two identical hyperchaotic systems with uncertain parameters and two different hyperchaotic systems, respectively. The sufficient conditions for the robust synchronization of two identical hyperchaotic systems with uncertain parameters and the asymptotic synchronization of two different hyperchaotic systems are derived by applying the Lyapunov stability theory. This method is a universal one of synchronizing two identical or different hyperchaotic systems. Numerical examples are given to demonstrate the validity of the proposed fuzzy model and hyperchaotic synchronization scheme. 展开更多
关键词 hyperchaotic synchronization fuzzy modelling T-S fuzzy model exact linearization (EL)
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Neural-network-based two-loop control of robotic manipulators including actuator dynamics in task space 被引量:3
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作者 Liangyong WANG Tianyou CHAI Zheng FANG 《控制理论与应用(英文版)》 EI 2009年第2期112-118,共7页
A neural-network-based motion controller in task space is presented in this paper. The proposed controller is addressed as a two-loop cascade control scheme. The outer loop is given by kinematic control in the task sp... A neural-network-based motion controller in task space is presented in this paper. The proposed controller is addressed as a two-loop cascade control scheme. The outer loop is given by kinematic control in the task space. It provides a joint velocity reference signal to the inner one. The inner loop implements a velocity servo loop at the robot joint level. A radial basis function network (RBFN) is integrated with proportional-integral (PI) control to construct a velocity tracking control scheme for the inner loop. Finally, a prototype technology based control system is designed for a robotic manipulator. The proposed control scheme is applied to the robotic manipulator. Experimental results confirm the validity of the proposed control scheme by comparing it with other control strategies. 展开更多
关键词 Robotic manipulator Motion control Neural network Task space
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Robust stabilization of switched discrete-time systems with actuator saturation 被引量:2
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作者 Yongmei MA Guanghong YANG Wei GUAN 《控制理论与应用(英文版)》 EI 2009年第4期454-458,共5页
This paper studies the robust stabilization problem of switched discrete-time linear systems subject to actuator saturation. New switched saturation-dependent Lyapunov functions are exploited to design a robust stabil... This paper studies the robust stabilization problem of switched discrete-time linear systems subject to actuator saturation. New switched saturation-dependent Lyapunov functions are exploited to design a robust stabilizing state feedback controller that maximizes an estimation of the domain of attraction. The design problem of controller (coefficient matrices) is then reduced to an optimization problem with linear matrix inequality (LMI) constraints. A numerical example is given to show the effectiveness of the proposed method. 展开更多
关键词 Switched systems Robust stabilization LMI Actuator saturation
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Online complex nonlinear industrial process operating optimality assessment using modified robust total kernel partial M-regression 被引量:5
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作者 Fei Chu Wei Dai +2 位作者 Jian Shen Xiaoping Ma Fuli Wang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2018年第4期775-785,共11页
Although industrial processes often perform perfectly under design conditions, they may deviate from the optimal operating point owing to parameters drift, environmental disturbances, etc. Thus, it is necessary to dev... Although industrial processes often perform perfectly under design conditions, they may deviate from the optimal operating point owing to parameters drift, environmental disturbances, etc. Thus, it is necessary to develop efficacious strategies or procedure to assess the process performance online. In this paper, we explore the issue of operating optimality assessment for complex industrial processes based on performance-similarity considering nonlinearities and outliers simultaneously, and a general enforced online performance assessment framework is proposed. In the offline part, a new and modified total robust kernel projection to latent structures algorithm,T-KPRM, is proposed and used to evaluate the complex nonlinear industrial process, which can effectively extract the optimal-index-related process variation information from process data and establish assessment models for each performance grades overcoming the effects of outlier. In the online part, the online assessment results can be obtained by calculating the similarity between the online data from a sliding window and each of the performance grades. Furthermore, in order to improve the accuracy of online assessment, we propose an online assessment strategy taking account of the effects of noise and process uncertainties. The Euclidean distance between the sliding data window and the optimal evaluation level is employed to measure the contribution rates of variables, which indicate the possible reason for the non-optimal operating performance. The proposed framework is tested on a real industrial case: dense medium coal preparation process, and the results shows the efficiency of the proposed method comparing to the existing method. 展开更多
关键词 Performance assessment Optimization Model Economics T-KPRM Robust
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Robust H-infinity integral sliding mode control for a class of uncertain switched nonlinear systems 被引量:1
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作者 Jie LIAN Jun ZHAO 《控制理论与应用(英文版)》 EI 2010年第4期521-526,共6页
This paper develops a new method to deal with the robust H-infinity control problem for a class of uncertain switched nonlinear systems by using integral sliding mode control.A robust H-infinity integral sliding surfa... This paper develops a new method to deal with the robust H-infinity control problem for a class of uncertain switched nonlinear systems by using integral sliding mode control.A robust H-infinity integral sliding surface is constructed such that the sliding mode is robust stable with a prescribed disturbance attenuation level γ for a class of switching signals with average dwell time.Furthermore,variable structure controllers are designed to maintain the state of switched system on the sliding surface from the initial time.A numerical example is given to illustrate the effectiveness of the proposed method. 展开更多
关键词 Uncertain switched nonlinear systems Integral siding mode control Average dwell time
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Practical Stability Analysis and Synthesis of Linear Descriptor Systems with Disturbances
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作者 Chun-Yu Yang Xin Jing Qing-Ling Zhang Lin-Na Zhou 《International Journal of Automation and computing》 EI 2008年第2期138-144,共7页
This paper considers the problems of practical stability analysis and synthesis of linear descriptor systems subject to timevarying and norm-bounded exogenous disturbances. A sufficient condition for the systems to be... This paper considers the problems of practical stability analysis and synthesis of linear descriptor systems subject to timevarying and norm-bounded exogenous disturbances. A sufficient condition for the systems to be regular, impulsive-free and practically stable is derived. Then the synthesis problem is addressed and a state feedback controller is designed. To deal with the computational issue, the conditions of the main results are converted into linear matrix inequality (LMI) feasibility problems. Furthermore, two optimization algorithms are formulated to improve the system performances. Finally, numerical examples are given to illustrate the obtained results. 展开更多
关键词 Linear descriptor systems disturbances practical stabilization practical stability linear matrix inequality (LMI)
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Sensor fault diagnosis of time-delay systems based on adaptive observer
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作者 尤富强 田作华 施颂椒 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2006年第5期621-625,共5页
Presents a novel approach for the sensor fault diagnosis of time-delay systems by using an adaptive observer technique. The sensor tault is modeled as an additive perturbation described by a time varying function. Sys... Presents a novel approach for the sensor fault diagnosis of time-delay systems by using an adaptive observer technique. The sensor tault is modeled as an additive perturbation described by a time varying function. Systems without model uncertainty are initially considered, followed by a discussion of a general situation where the system is subjected to either model uncertainty or external disturbance. An adaptive diagnostic algorithm is developed to diagnose the fault, and a modified version is proposed for general system to improve robusiness. The stability of fault diagnosis system is proved. Finally, a numerical example is given to illustrate the efficiency of the proposed method. 展开更多
关键词 fault detection and diagnosis adaptive observer linear system time delay ROBUSTNESS
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Regulation of Queue Length in Router Based on an Optimal Scheme
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作者 Nannan ZHANG 《International Journal of Communications, Network and System Sciences》 2009年第5期371-377,共7页
Based on the proportionally fair scheme that Kelly proposed to solve the optimization problems for utility function in networks, and in order to improve the congestion control performance for the queue in router, the ... Based on the proportionally fair scheme that Kelly proposed to solve the optimization problems for utility function in networks, and in order to improve the congestion control performance for the queue in router, the linear and terminal sliding active queue management (AQM) algorithms are designed. Especially in the ter-minal sliding AQM algorithm, a special nonlinear terminal sliding surface is designed in order to force queue length to reach the desired value in finite time. The upper bound of the time is also obtained. Simulation re-sults demonstrate that the proposed congestion algorithm enables the system be better transient and stable performance. At the same time, the robustness is guaranteed. 展开更多
关键词 CONGESTION CONTROL Sliding Mode CONTROL (SMC) Active QUEUE Management (AQM) Kelly’s Proportional FAIR Scheme
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Data Driven Fault Diagnosis and Fault Tolerant Control: Some Advances and Possible New Directions 被引量:44
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作者 WANG Hong CHAI Tian-You +1 位作者 DING Jin-Liang BROWN Martin 《自动化学报》 EI CSCD 北大核心 2009年第6期739-747,共9页
关键词 自动化系统 数据分析 容错控制 故障诊断系统
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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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H_∞ Controller Design for Networked Control Systems via Active-varying Sampling Period Method 被引量:12
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作者 WANG Yu-Long YANG Guang-Hong 《自动化学报》 EI CSCD 北大核心 2008年第7期814-818,共5页
这份报纸学习由使用一个活跃变化的采样时期方法与两导致网络的时间延期和包退学学生为联网的控制系统(NCS ) 设计 H 控制器的问题,在采样时期在一个有限集合切换的地方。一个新奇线性基于评价的方法被建议补偿包退学学生,和 H 控制... 这份报纸学习由使用一个活跃变化的采样时期方法与两导致网络的时间延期和包退学学生为联网的控制系统(NCS ) 设计 H 控制器的问题,在采样时期在一个有限集合切换的地方。一个新奇线性基于评价的方法被建议补偿包退学学生,和 H 控制器设计被使用多客观的优化方法论也介绍。模拟结果说明活跃变化的采样时期方法和线性基于评价的包退学学生赔偿的有效性。 展开更多
关键词 网络控制系统 信息技术 智能系统 有限集
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Delay-dependent Robust Stabilization for Uncertain Singular Systems with Multiple Input Delays 被引量:9
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作者 DU Zhao-Ping ZHANG Qing-Ling LIU Li-Li 《自动化学报》 EI CSCD 北大核心 2009年第2期162-167,共6页
关键词 物流管理信息系统 自动化系统 线性矩阵不等式 反馈控制器
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Quantized Dynamic Output Feedback H∞ Control for Discrete-time Systems with Quantizer Ranges Consideration 被引量:7
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作者 CHE Wei-Wei YANG Guang-Hong 《自动化学报》 EI CSCD 北大核心 2008年第6期652-658,共7页
使量子化的动态产量反馈 H 控制为的问题分离时间线性时间不变(LTI ) 系统在这份报纸被调查。考虑的 quantizer 动态、镇静一可调节激增参数和静态的 quantizer。静态的 quantizer 范围具有实际意义并且充分被考虑。首先,考虑量子化错... 使量子化的动态产量反馈 H 控制为的问题分离时间线性时间不变(LTI ) 系统在这份报纸被调查。考虑的 quantizer 动态、镇静一可调节激增参数和静态的 quantizer。静态的 quantizer 范围具有实际意义并且充分被考虑。首先,考虑量子化错误,使量子化的控制策略控制器状态依赖于不仅而且在系统测量产量上,它被建议以便使量子化的靠近环的系统是 asymptotically 稳定的,与规定 H,性能跳。根据这结果,然后,一个反复的基于 LMI 的优化算法被开发优化静态的 quantizer 范围为靠近环的系统满足 H 表演要求。一个例子被举说明建议方法的有效性。 展开更多
关键词 离散时间系统 量子学 动力系统 反馈控制系统
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Delay-dependent Stability Criteria for Singular Time-delay Systems 被引量:9
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作者 FENG Yi-Fu ZHU Xun-Lin ZHANG Qing-Ling 《自动化学报》 EI CSCD 北大核心 2010年第3期433-437,共5页
关键词 延迟分解法 稳定性 自动化系统 时滞
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Delay-dependent Stability Criteria for Systems with Differentiable Time Delays 被引量:6
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作者 ZHU Xun-Lin YANG Guang-Hong 《自动化学报》 EI CSCD 北大核心 2008年第7期765-771,共7页
This paper studies the problem of stability for continuous-time systems with differentiable time-varying delays.By using the information of delay derivative,improved asymptotic stability conditions for time-delay syst... This paper studies the problem of stability for continuous-time systems with differentiable time-varying delays.By using the information of delay derivative,improved asymptotic stability conditions for time-delay systems are presented.Unlike the previous methods,the upper bound of the delay derivative is taken into consideration even if this upper bound is larger than or equal to 1.It is proved that the obtained results are less conservative than the existing ones.Meanwhile,the computational complexity of the presented stability criteria is reduced greatly since fewer decision variables are involved.Numerical examples are given to illustrate the effectiveness and less conservatism of the obtained stability conditions. 展开更多
关键词 时间延迟系统 稳定性 连续时间系统 信息技术 自动化技术
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An Improved Approach to Delay-dependent Robust Stabilization for Uncertain Singular Time-delay Systems 被引量:7
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作者 Xin Sun Qing-Ling Zhang +2 位作者 Chun-Yu Yang Zhan Su Yong-Yun Shao 《International Journal of Automation and computing》 EI 2010年第2期205-212,共8页
In this paper, delay-dependent stability analysis and robust stabilization for uncertain singular time-delay systems are addressed. By using Jensen integral inequality, an improved delay-dependent criterion of admissi... In this paper, delay-dependent stability analysis and robust stabilization for uncertain singular time-delay systems are addressed. By using Jensen integral inequality, an improved delay-dependent criterion of admissibility for singular time-delay systems is proposed in terms of linear matrix inequality (LMI). Our new proposed criterion is less conservative and the numerical complexity is smaller than the existing ones. Based on this criterion, a state feedback controller is designed to ensure that the uncertain singular time-delay system is admissible. Finally, three numerical examples are employed to illustrate the effectiveness of the proposed method. 展开更多
关键词 DELAY-DEPENDENT singular time-delay systems ADMISSIBLE robust stabilization.
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