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Discrete event model structure identification using process mining

Discrete event model structure identification using process ...

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31st IASTED International Conference on Modelling, Identification, and control, MIC 2011

作者： Werner-Stark, Agnes Gerzson, Miklós Hangos, Katalin M. Department of Electrical Engineering and Information Systems University of Pannonia Egyetemstr. 10 Veszprém Hungary Process Control Research Group Computer and Automation Research Institute HAS Budapest Hungary

ISBN: (纸本)9780889868632

A novel structure identification procedure for discrete event systems described by Petri nets are proposed in this paper for model-based diagnostic purposes that utilize the notions and tools of process mining. The identification of the structurally different discrete event system models describing a system in its normal and/or faulty modes was used for model-based isolation of the considered faulty modes. From the available process mining techniques that allow for the automatic construction of process models in Petri net form based on event logs, the genetic algorithm-based structure identification procedure has been found to be most capable of identifying the characteristic structural elements of the faulty models. The proposed procedures are illustrated on a simple example of an operated parking gate automaton with two faulty modes.

关键词： Discrete event simulation

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A complete operational architecture of alert correlation

A complete operational architecture of alert correlation

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2011 International Conference on Computational Aspects of Social Networks, CASoN'11

作者： Amiri, Fatemeh Gharaee, Hossein Enayati, Ali Reza Center of Excellence: Control and Intelligent Processing of Electrical and Computer Engineering University of Tehran Tehran Iran Network Security Group Iran Telecommunication Research Center Tehran Iran

ISBN: (纸本)9781457711312

To defend against various attacks, many security systems such as intrusion detection systems are deployed into hosts and networks to better protect digital assets. However, there are well-known problems related to the current intrusion detection systems. To better understand security threats from various sources and take appropriate response, it is necessary to perform alert correlation. This paper proposes a general alert correlation architecture, including four important components: log management, alert correlation, incident response and knowledge base system. The focus is to describe most important operations in alert correlation component. The proposed architecture includes anomaly-based analysis in alert correlation component. Different techniques for alert correlation are reviewed and compared. This study proposes that a hybrid model of multiple techniques leads to better performance of alert correlation engine. © 2011 IEEE.

关键词： Security systems

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Gain-scheduling state-feedback control for LPV systems with multiple parameters

Gain-scheduling state-feedback control for LPV systems with ...

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作者： Park, Bum Yong Park, Poogyeon Yun, Sung Wook Electrical and Computer Engineering Division Pohang University of Science and Technology Pohang Gyungbuk 790-784 Korea Republic of Instrumentation and Control Research Group Posco Korea Republic of

ISBN: (纸本)9788995605646

This paper introduces linear parameter varying (LPV) model with multiple parameters in the parts affected by the state and the input (LPV-MP) and the state-feedback LPV controller to stabilize the nonlinear system by using the proposed model. Based on LPV-MP, we first formulate the stabilization conditions in terms of parameterized linear matrix inequalities (PLMIs) and design the state-feedback LPV controller using multiple parameters-dependent Lyapunov function (MPDLF). Then, PLMI conditions are converted into LMI conditions by using multiple parameter relaxation technique. The proposed method results in the reduced number of vertices of the polytope and thus results in the decreased computational burden compared with the conventional studies. © 2011 Asian control Association.

关键词： State feedback

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Computing realizations of reaction kinetic networks with given properties

Computing realizations of reaction kinetic networks with giv...

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International research Workshop: Coping with Complexity: Model Reduction and Data Analysis

作者： Szederkényi, Gábor Hangos, Katalin M. Csercsik, Dávid Process Control Research Group Computer and Automation Research Institute Hungarian Academy of Sciences Budapest 1518 Hungary Department of Electrical Engineering and Information Systems University of Pannonia Egyetem u. 10 Veszprém 8200 Hungary

ISBN: (纸本)9783642149405

The solution to the problem of finding the reaction kinetic realization of a given system obeying the mass action law containing the minimal/maximal number of reactions and complexes is shown in this paper. The proposed methods are based on Mixed Integer Linear Programming where the mass action kinetics is encoded into the linear constraints. Although the problems are NP-hard in the current setting, the developed algorithms give a usable answer to some of the questions first raised in [1].

关键词： Reaction kinetics

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A uniform solution to common algorithmic problem by tissue p systems with cell division

A uniform solution to common algorithmic problem by tissue p...

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6th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2011

作者： Niu, Yunyun Pan, Linqiang Pérez-Jiménez, Mario J. Key Laboratory on Image Processing and Intelligent Control Department of Control Science and Engineering Huazhong University of Science and Technology Wuhan 430074 Hubei China Research Group on Natural Computing Department of Computer Science and Artificial Intelligence University of Sevilla Sevilla 41012 Spain

ISBN: (纸本)9780769545141

Common algorithmic problem is an optimization problem, which has the nice property that several other NPcomplete problems can be reduced to it in linear time. A tissue P system with cell division is a computing model which has two basic characters: intercellular communication and the ability of cell division. The ability of cell division allows us to obtain an exponential amount of cells in linear time and to design cellular solutions to computationally hard problems in polynomial time. We here present an effective solution to the common algorithmic decision problem using a family of recognizer tissue P systems with cell division. © 2011 IEEE.

关键词： Polynomial approximation

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Decoupling autopilot MIMO controller design

Decoupling autopilot MIMO controller design

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31st IASTED International Conference on Modelling, Identification, and control, MIC 2011

作者： Bányász, Csilla Keviczky, László Dept. of Automation and Informatics Control Engineering Research Group of the H. Ac. of Sc. Computer and Automation Research Institute of the H. Ac. of Sc. Kende u 13-17 H-1111 Budapest Hungary

ISBN: (纸本)9780889868632

The principal lateral motion of an aircraft is described by a minimum of fourth order coupled state variable model. It is interesting to investigate how a decoupling controller can be designed. The Youla-parametrization is a simple method to design controllers. The KB-parametrization is a successful extension of this method for two-degree-of freedom (2DOF) systems. The paper extends this methodology for multivariable case and applies to the decoupling lateral control.

关键词： controllers

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A DLQR applied to boost converters with switched loads: Design and analysis

A DLQR applied to boost converters with switched loads: Desi...

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11th Brazilian Power Electronics Conference, COBEP 2011

作者： Montagner, Vinícius F. MacCari, Luiz A. Dupont, Fabrício H. Pinheiro, Humberto Oliveira, Ricardo C. L. F. Power Electronics and Control Research Group - GEPOC Federal University of Santa Maria - UFSM Santa Maria RS 97105-900 Brazil School of Electrical and Computer Engineering University of Campinas - UNICAMP Campinas SP 13083-852 Brazil

ISBN: (纸本)9781457716447

In this paper, the design and the experimental validation of a discrete linear quadratic regulator applied to boost converters with switched loads are investigated. The closed-loop system stability under arbitrary switching is ensured by means of the existence of a switched Lyapunov function, obtained by means of linear matrix inequalities, which is the main contribution of this work. The control law is implemented using a digital signal processor. Experimental results reveal the good transient and steady state performances as well as demonstrate a strong correspondence with the simulation, proving the practical viability of the proposed procedure. © 2011 IEEE.

关键词： Linear matrix inequalities

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Mass action realizations of reaction kinetic system models on various time scales

Mass action realizations of reaction kinetic system models o...

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作者： Hangos, K.M. Szederkényi, G. Process Control Research Group Computer and Automation Reseach Institute Kende u. 13-17 Budapest H-1111 Hungary Department of Electrical Engineering and Information Systems University of Pannonia Egyetem u. 10 Veszprém Hungary

Complex chemical reaction networks often exhibit different dynamic behaviour on different time scales. A combined approach is proposed in this work for determining physically meaningful mass action realizations of complex chemical reaction networks that describe its dynamic behaviour on different time scales. This is achieved by appropriately reducing the detailed overall mass action kinetic scheme using quasi steady state assumptions fit to the particular time scale, and then searching for an optimal realization using mixed integer linear programing. Furthermore, the relationship between the properties (reversibility, deficiency, stability) of the obtained realizations of the same system on different time scales are also investigated and related to the same properties of the detailed overall model. It is shown that the reduced models obtained by quasi steady state assumptions may show exotic nonlinear behaviour, such as oscillations, when the original detailed is globally asymptotically stable. The proposed methods are illustrated by using a simple Michaelis-Menten type reaction kinetic example. The simplified versions of the well known Brusselator model have also been investigated and presented as a case study. © Published under licence by IOP Publishing Ltd.

关键词： Reaction kinetics

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Nonlinear numerical analysis of a cam-follower impacting system

Nonlinear numerical analysis of a cam-follower impacting sys...

引用

IEEE Latin American Symposium on Circuits and Systems (LASCAS)

作者： Johnny Valencia Gustavo Osorio Research Group-Perception and Intelligent Control Department Electrical Electronic & Computer Engineering Universidad Nacional de Colombia Manizales Colombia

In this paper we present the piecewise smooth model, simulation and numerical nonlinear analysis of a cam-follower impacting system, characterized by a cam with non-smooth profile - a discontinuous second derivate - and a follower modeled as a rod pendulum. The model include three main dynamical modes, free body mode, sliding mode and impacting mode. We will show the description of the algorithm to simulate cam-follower impacting systems. The algorithm was developed under an event driven strategy and implemented in Matlab. Regarding the numerical analysis we have studied the chattering accumulation of impacts coexistence of solutions, smooth and nonsmooth bifurcations and other nonlinear phenomena that this kind of systems can exhibit. Additionally, we build a bifurcation diagram under variation of cam rotation speed. The most notable phenomenon is the corner impact bifurcation. This one occur when the follower impact just at the discontinuity point of the cam. These results are a complement to other studies it have been done in cam-follower impacting systems. We are looking for an experimental verification as additional to the numerical validation of those phenomena mentioned before.

关键词： Bifurcation Numerical models Mathematical model Analytical models Chaos Numerical analysis Velocity control

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Fire evacuation model with confidence intervals

Fire evacuation model with confidence intervals

引用

2011 7th IEEE International Conference on Automation Science and engineering, CASE 2011

作者： Gao, Yuan Luh, Peter B. Zhao, Qianchuan Zhang, Hui Wu, Nan Qiao, Lifeng Tsinghua University Beijing 100084 China Tsinghua-UTC Research Institute for Integrated Building Energy Safety and Control System China Department of Electrical and Computer Engineering University of Connecticut United States Chair Professors Group CFINS Tsinghua University Beijing China Center for Public Safety Research Tsinghua University Beijing 100084 China UTRC China

ISBN: (纸本)9781457717307

In building fire evacuation, good guidance can speed up egress process and occupants may be injured due to lack of information and guidance. There are many studies on building egress systems, which use relevant information (e.g., fire condition and its evolution) to calculate and provide guidance to occupants. However, information used to generate guidance may be uncertain, and it is difficult to provide the guidance under uncertainty. How to provide effective guidance to occupants under uncertainty and how to evaluate the confidence of the guidance are critical issues. To describe the confidence of the guidance, the concept of "confidence intervals" is used. By comparing "confidence intervals" with a threshold, acceptable guidance is provided. Testing examples show that the confidence of the guidance can be evaluated and unacceptable guidance can be differentiated with the use of confidence intervals. © 2011 IEEE.

关键词： Fires

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