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检索条件"机构=Key Laboratory of Aflvanced Control and Optimization for Chemical Processes"

共 485 条记录，以下是201-210 订阅

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Attack Frequency Estimation of Networked control Systems under Denial of Service with Energy Constraints

Attack Frequency Estimation of Networked Control Systems und...

引用

Annual Conference of the IEEE Industrial Electronics Society

作者： Hongtao Sun Chen Peng Wangli He Zhiwen Wang School of Mechatronic Engineering and Automation Shanghai University Shanghai China Shandong Foreign Languages Vocational College School of Information Engineering Rizhao China The Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of Education East China University of Science and Technology Shanghai China College of Electrical and Information Engineering Lanzhou University of Technology Lanzhou China

This paper addresses the attack frequency estimation for networked control systems suffering from denial of service (DoS) attacks. First, the networked control systems (NCSs) subjecting to DoS attacks are modeled as switched systems between normal systems and attacked systems. Secondly, by considering the worst scenario of DoS attacks with energy constraints, the maximum allowable update interval is well characterized under consideration of the limitation of the event-triggered control scheme and discrete sampling. Then, by use of Lyapunov theory, a stability criterion is derived to obtain the maximum number of DoS attacks while ensuring the globally exponentially stable of studied system. Finally, an example is used to show the validity of proposed results.

关键词： Switched systems Stability criteria Networked control systems Security Switches

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EXPLORING(C)OVERT ATTENTION FOR MULTI-OBJECTIVE GAZE-INDEPENDENT BCIS, VISUAL ANGLE NOT EXCEEDING 1 DEGREE

EXPLORING(C)OVERT ATTENTION FOR MULTI-OBJECTIVE GAZE-INDEPEN...

引用

2016 4th IEEE International Conference on Cloud Computing and Intelligence Systems（IEEE CCIS2016）

作者： Sijie Zhou Long Chen Yu Zhang Jing Jin Xingyu Wang Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of Education East China University of Science and Technology

ISBN: (纸本)9781509012572

Studies had reported that the performance of multi-objective gaze-independent BCIs under covert attention conditions was lower than the matrix speller BCIs under overt attention conditions. However, no research has compared the performance of multi-objective gaze-independent BCIs under covert attention conditions with under overt attention conditions,when visual angle doesn't exceed 1o. For exploration of the above problem, two paradigms developed from Geometric Speller(Geo Spell) have been built. Ten healthy participants had participated in this study. Results show that the performance of the gaze-independent BCI is substantially higher when the participant could gaze directly at targets. However, the multi-objective gaze-independent BCIs under covert attention conditions are competitive in terms of evoking N200(p<0.05).

关键词： Brain computer interface event-related potentials multi-objective gaze-independent

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Joint Probability Density and Weighted Probabilistic PCA Based on Coefficient of Variation for Multimode Process Monitoring

Joint Probability Density and Weighted Probabilistic PCA Bas...

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2016 International Conference on Artificial Intelligence: Techniques and Applications(AITA 2016)

作者： Tian-xian ZHU Jian HUANG Xue-feng YAN Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education East China University of Science and Technology

For probabilistic monitoring of multimode processes,this paper introduced a monitoring scheme that integrates joint probability density and weighted probabilistic principal component analysis based on coefficient of variation(CV-WPPCA). A joint probability based on 2 statistic was constructed for mode identification. After it concentrated maximum fault-relevant information into dominant subspace by identifying and extracting important noise factors from the residual subspace,the new approach utilized a weighting strategy based on coefficient of variation method to highlight the useful information in the reconstructed dominant subspace. A case study on the Tennessee Eastman process was applied to demonstrate the efficiency of the proposed method.

关键词： Multimode process monitoring Joint probability Weighted probabilistic PCA Coefficient of variation

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Improvement of Echo State Network Generalization by Selective Ensemble Learning Based on BPSO

Improvement of Echo State Network Generalization by Selectiv...

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2016第二届电气工程与工业工程国际会议

作者： Xiaodong Zhang Xuefeng Yan Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education East China University of Science and Technology

The Echo State Network(ESN) is a novel and special type of recurrent neural network that has become increasingly popular in machine learning domains such as time series forecasting, data clustering, and nonlinear system identification. This network is characterized by large randomly constructed recurrent neural networks(RNN) called "reservoir", in which the neurons are sparsely connected and the weights remain unchanged during training, leaving the simple training of the output layer. However, the reservoir is criticized for its randomness and instability because of the random initialization of the connectivity and weights. In this article, we introduced the selective ensemble learning based on BPSO to improve the generalization performance of ESN. Two widely studied tasks are used to prove the feasibility and priority of the selective ESN ensemble based on BPSO(SESNE-BPSO) model. And the results indicate that the SESNE-BPSO model performs better than the general ESN ensemble, the single standard ESN and several other improved ESN models.

关键词： Echo State Network Reservoir Computing Artificial Neural Network Ensemble Learning Selective Ensemble Particle Swarm optimization

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Local synchronization of multiplex networks with delayed couplings

Local synchronization of multiplex networks with delayed cou...

引用

第35届中国控制会议

作者： Zhiwei Xu Wangli He The Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of EducationEast China University of Science and Technology

ISBN: (纸本)9781509009107

This paper is concerned with local synchronization of multiplex networks which correspond to networked systems coupled by two different *** network topologies associated with different coupling delays are ***,a sufficient delay-dependent condition for local synchronization is derived based on Lyapunov functional *** a decoupled method is applied in the case that two network topology matrices are diagonalizable and ***,a numerical example is given to illustrate the effectiveness of the proposed method.

关键词： Multiplex networks local synchronization multiple coupling delays

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A gaze-independent BCI paradigm used dummy face with only eyes region as stimuli

A gaze-independent BCI paradigm used dummy face with only ey...

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International Conference on Information Science and Technology (ICIST)

作者： Long Chen Sijie Zhou Yu Zhang Jing Jin Xingyu Wang Key Laboratory of Advanced Control and Optimization for Chemical Processes East China University of Science and Technology Shanghai China

The gaze-independent brain-computer interface (BCI) based on rapid serial visual presentation (RSVP) is an extension of the oddball paradigm, and can facilitate communication for people with severe neuromuscular disorders. Recently, some researches showed that the gaze-independent BCIs based on RSVP used dummy face pictures as stimuli obtained high performance. However, the user' fatigue wasn't be fully considered. Therefore, it is necessary to reduce users' fatigue and to further improve the performance of them. Some studies suggested that face elicited high event related potential (ERP) were mediated by the eye region. That is, face with only eyes region could evoke as high ERPs as completed face. In this paper, an improved paradigm was presented which used dummy face with only eyes region as stimulus. Ten healthy subjects participated in our experiment. Compared with the complete dummy face stimulus, the results showed that the dummy face with only eyes region stimulus could evoke higher N200 and VPP amplitudes. Results from users' feedback also showed the dummy face with only eyes region pattern made them more relaxed.

关键词： Decision support systems

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Distributed reliable L2 — L∞ state estimation for discrete-time delayed neural networks with missing measurements

Distributed reliable L2 — L∞ state estimation for discrete...

引用

World Congress on Intelligent control and Automation (WCICA)

作者： Hao Zhang Huaicheng Yan Mengling Wang Hongbo Shi Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education East China University of Science and Technology Shanghai China

ISBN: (纸本)9781467384155

This paper is concerned with the distributed L 2 - L ∞ state estimation for discrete-time delayed neural networks with missing measurements and sensor failures. The model of neural networks is constructed by the combination with nonlinear functions and state space expressions. Time-varying delays are assumed to have the lower bounds and the upper bounds, and the missing measurements and the sensor failures are described by a stochastic Bernoulli distributed variable and uncertainties, respectively. By using a distributed network, Kronecker product, linear matrix inequalities (LMIs) technology and the solving optimization problems, a sufficient condition is derived to ensure that the filtering error system is stochastically asymptotically stable and achieves the optimal L 2 - L ∞ performance. Finally, a simulation example is given to demonstrate the effectiveness of the proposed method.

关键词： Robot sensing systems Neural networks Delays State estimation Linear matrix inequalities Reliability Sparse matrices

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Self-triggered control of uncertain networked systems under packet dropouts

Self-triggered control of uncertain networked systems under ...

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IEEE International Conference on Industrial Technology (ICIT)

作者： Yang Tang The Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of Education East China University of Science and Technology Shanghai China

ISBN: (纸本)9781467380768

This paper is concerned with robust H∞ self-triggered control of networked systems. The system considered here includes parameter uncertainties and packet dropouts. In order to compensate for the existence of deterministic packet dropouts, a new self-triggered control scheme is proposed. The main feature of the proposed self-triggered control strategy is that the next control task is predicted based on the self-triggered technique, in which the predicted event interval is divided equally for the sake of packet dropouts. The triggered condition is developed to ensure the stability of the uncertain sampled system by utilizing an uncertain algebraic Riccati equation and the comparison principle. Finally, an example of the inverted pendulum of a cart is provided to illustrate the effectiveness of the proposed results.

关键词： Sampled data systems Uncertain systems Stability analysis Packet loss Real-time systems Riccati equations

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Stability Analysis of Full Form Dynamic Linearization controller Based Data-driven Model Free Adaptive control

Stability Analysis of Full Form Dynamic Linearization Contro...

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第28届中国控制与决策会议

作者： Yuanming Zhu Shangtai Jin IEEE Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of EducationEast China University of Science and Technology Advanced Control System Laboratory Beijing Jiaotong University

ISBN: (纸本)9781467397155

Full form dynamic linearization controller based data-driven model free adaptive control algorithm has been studied in control *** method merely requires the I/O data of the plant to design the controller and is easy for ***,there still lacks necessary research on the conditions which can guarantee the stability of the closed loop *** paper presents a stability analysis result for a class of nonlinear *** some mild assumptions,the convergence of the output regulating error was derived by rigorous mathematical method,which guarantees the correctness of the proposed method in theory.

关键词： Dynamic Linearization controller Data-driven Model Free Adaptive control Nonlinear System

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Consensus control for Agent Networks with Stationary Leaders

Consensus Control for Agent Networks with Stationary Leaders

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第28届中国控制与决策会议

作者： Wenbing Zhang Yang Tang Department of Mathematics Yangzhou University The Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of EducationEast China University of Science and Technology

ISBN: (纸本)9781467397155

This paper investigates the distributed containment control of multi-agent systems with multiple stationary leaders with event-triggering protocols.A distributed event-triggering protocol is proposed,where the triggering function of each agent with an exponentially decreasing threshold is developed to guarantee the convergence of the followers to the convex hull formed by the ***,simulations are given to illustrate the proposed event-triggering algorithm.

关键词： Sampled-data control Event-triggering control Containment control Multi-agent systems

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