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检索条件"任意字段=Symposium on Dynamics and Control of Process Systems"

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Intelligent Identification algorithms for frequency/power control in Smart Grid

Intelligent Identification algorithms for frequency/power co...

引用

14th IFAC symposium on Information control Problems in Manufacturing, INCOM'12

作者： Bakhtadze, Natalia N. Dolgui, Alexandre Lototsky, Vladimir A. Maximov, Evgeny M. V.A. Trapeznikov Institute of Control Sciences 65 Profsoyuznaya Moscow 117997 Russia Ecole des Mines de Saint-Etienne France

ISBN: (纸本)9783902661982

The paper presents intelligent identification methods for Smart Grid based on Wide Area Measuring systems (WAMS) technology. The methods are based on intelligent process knowledge analysis. The knowledgebase is created and extended in real-time process operation. Intelligent algorithms are offered for predicting power plants dynamics in the tasks of generating facility's operation optimization. The operator's decision-making process is modeled by associative search algorithms. © 2012 IFAC.

关键词： Wavelet analysis

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Application of adaptive thresholds in robust fault detection of an electromechanical single-wheel steering actuator

Application of adaptive thresholds in robust fault detection...

引用

8th IFAC symposium on Fault Detection, Supervision and Safety of Technical processes, SAFEprocess 2012

作者： Ho, Lok Man System Dynamics and Control Robotic and Mechatronic Center Weßling D-82234 Germany

ISBN: (纸本)9783902823090

A fault detection scheme has been developed for an electromechanical steering actuator under closed-loop control. The closed-loop system is modeled as a 2nd order system with bounded parameter uncertainties given by the performance specifications. The residual is generated using an observer-based method. A dynamic adaptive threshold is generated based on the inputs and the measured system outputs to account for the residual deviating from zero under fault-free conditions due to parameter uncertainties. In addition to this, the error of the controlled system output due to a disturbance is handled by the residual evaluation function. This method is tested on a simple simulation as well as experimental data. © 2012 IFAC.

关键词： Closed loop systems

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Takagi-Sugeno sliding mode observer design for fault diagnosis in pitch control systems of wind turbines

Takagi-Sugeno sliding mode observer design for fault diagnos...

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8th IFAC symposium on Fault Detection, Supervision and Safety of Technical processes, SAFEprocess 2012

作者： Schulte, Horst Zajac, Michal Gerland, Patrick HTW-Berlin Department of Engineering I Control Group Wilhelminenhofstr. 75A 12459 Berlin Germany Volkswagen AG 34225 Baunatal Germany

ISBN: (纸本)9783902823090

The performance and reliability of the pitch control systems significantly influences the functional safety of wind turbines. In this paper an observer-based fault detection approach for a class of nonlinear systems, which can be modeled by Takagi-Sugeno (TS) fuzzy models, is presented and applied to electro mechanical pitch drive systems of wind turbines. To achieve robustness we propose a TS fuzzy observers combined with sliding mode that deals with unmeasurable premise variables, bounded uncertainties in the plant and allows fault estimation based on an equivalent output error injection approach. The stability of the error dynamics is ensured by linear matrix inequality (LMI) conditions. Based on a derived physical model of the pitch drive system and the unknown but bounded wind loads the robust observer is systematically designed using the TS system form of the plant. Simulation results demonstrate the effectiveness of the proposed scheme. © 2012 IFAC.

关键词： Failure analysis

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Discrepancy based control of continuous fluidized bed spray granulation with internal product classification

Discrepancy based control of continuous fluidized bed spray ...

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8th International symposium on Advanced control of Chemical processes, ADCHEM 2012

作者： Palis, Stefan Kienle, Achim Otto-von-Guericke-Universität Universitätsplatz 2 D-39106 Magdeburg Germany Max-Planck-Institut für Dynamik Komplexer Technischer Systeme Sandtorstrasse 1 D-39106 Magdeburg Germany

ISBN: (纸本)9783902823052

This paper is concerned with stabilizing open loop unstable fluidized bed spray granulation with internal product classification by means of nonlinear feedback control. The process dynamics are described by a population balance model, i.e. a nonlinear partial integro- differential equation. Therefore a direct stabilization in a classical Lp-norm is at least very diffcult. To overcome this problem a stability concept using two generalized distance measures, called discrepancies, is used. In order to show that the discrepancy based control approach presented in this contribution also guarantees stability in the sense of a Lp-norm or L ∞-norm additional conditions are stated and verified. © 2012 IFAC.

关键词： Nonlinear equations

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Fault-tolerant control of discrete event systems based on fault-accommodating models

Fault-tolerant control of discrete event systems based on fa...

引用

8th IFAC symposium on Fault Detection, Supervision and Safety of Technical processes, SAFEprocess 2012

作者： Wittmann, Thomas Richter, Jan Moor, Thomas Lehrstuhl für Regelungstechnik Friedrich-Alexander Universität Erlangen-Nürnberg Cauerstraße 7 91058 Erlangen Germany Siemens AG Industry Sector Gleiwitzer Str. 555 90475 Nuremberg Germany

ISBN: (纸本)9783902823090

Fault-tolerant control systems with discrete-event dynamics allow for differing sets of design requirements, that specify the system's behaviour during nominal operation and in the case of component degradation or component malfunction. This paper is concerned with the design of fault-tolerant control algorithms for discrete event systems in the framework of supervisory control theory. Its main contribution is a modelling framework that describes the evolution of systems which are potentially subject to faults. These models are called fault-accommodating models. Within this context, the occurrence of faults is modelled by means of unobservable and uncontrollable events. Hence, the design problem of fault-tolerant controllers is transformed to a supervisory control problem under partial observation. Consequently, there is no need for explicitly diagnosing the occurrence of faults and relaxed diagnosability conditions are applied. Finally, the paper provides extensive examples in order to illustrate the application of all derived methodological results. All computations needed for controller design and system analysis were implemented using a freely available software toolbox. © 2012 IFAC.

关键词： Discrete event simulation

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Cooperative distributed MPC using the alternating direction multiplier method

Cooperative distributed MPC using the alternating direction ...

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8th International symposium on Advanced control of Chemical processes, ADCHEM 2012

作者： Kögel, Markus Findeisen, Rolf Institute for Automation Engineering Otto-von-Guericke-University Magdeburg Germany Max Planck Institute for Dynamics of Complex Technical Systems Magdeburg Germany

ISBN: (纸本)9783902823052

We consider cooperative distributed model predictive control of a linear, timeinvariant, discrete-time plant, which consists of coupled subsystems. The cooperating controllers minimize a quadratic cost criterion subject to input and state constraints. We outline two approaches for such distributed controllers using the alternating direction multiplier method, which allows to obtain convergence guarantees. We outline suitable stability criterions and illustrate the applicability and performance of the proposed methods by a simple example. © 2012 IFAC.

关键词： controllers

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Fault detection of electrical flight control system actuators using parameter dependent estimation

Fault detection of electrical flight control system actuator...

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8th IFAC symposium on Fault Detection, Supervision and Safety of Technical processes, SAFEprocess 2012

作者： Vanek, Bálint Szabó, Zoltán Edelmayer, András Bokor, József Systems and Control Laboratory Computer and Automation Research Institute Hungarian Academy of Sciences Hungary

ISBN: (纸本)9783902823090

The present article details a method suitable for fault detection of hydraulic flight control system actuators. A model based method is discussed, which use the linear parameter-varying (LPV) framework, which leads to a minimum number of tuning knobs, aiming towards industrial use and certification. The successive steps of the design from deriving mathematical models of the actuator dynamics through filter synthesis, till evaluation of the proposed method on industrial verification campaign are detailed. The proposed framework can be implemented in a flight control computer to detect the rare occurrence of real faults on a hydraulic actuator of an aircraft and isolate them according to the specification. © 2012 IFAC.

关键词： Flight control systems

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An integrated approach for c-control of antisolvent crystallization processes

An integrated approach for c-control of antisolvent crystall...

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8th International symposium on Advanced control of Chemical processes, ADCHEM 2012

作者： Kamaraju, Vamsi Krishna Chiu, Min-Sen Department of Chemical and Biomolecular Engineering National University of Singapore Singapore 117576 Singapore

ISBN: (纸本)9783902823052

Concentration control (C-control) strategy for (semi-)batch antisolvent crystallization processes has been recently developed with the aid of new sensors that measure in situ process variables. This control strategy gives better robustness over traditional owrate/ temperature control in the presence of process disturbances. However, the setpoint value for the existing C-control is determined through trial-and-error procedure and hence gives sub-optimal product quality in most of the cases. This motivates the current study to develop a two-staged integrated data-based approach to facilitate the determination of setpoint value for the implementation of C-control strategy in anti-solvent crystallization processes. In the first stage of the proposed design, a k-nearest neighborhood LSSVM (k-NN LSSVM) is used to select a subset of the training database that resembles the current batch dynamics as the relevant training database, which is subsequently used in the second stage for determination of the setpoint value of C-control. Simulation results show that the performance of proposed design is near to the best achievable performance of C-control strategy obtained with a known first-principles model for controlling the semi-batch antisolvent crystallization process. © 2012 IFAC.

关键词： Least squares approximations

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Implementing optimal hydrogen networks management

Implementing optimal hydrogen networks management

引用

8th International symposium on Advanced control of Chemical processes, ADCHEM 2012

作者： De Prada, C. Gutierrez, G. Sarabia, D. Gómez, E. Méndez, C.A. Sola, J.M. González, R. Dpt. of Systems Engineering and Automatic Control Faculty of Sciences University of Valladolid Real de Burgos 47011 Spain INTEC UNL- CONICET Güemes 3450-3000 Santa Fe Argentina Repsol - YPF Edificio Muñatones c/ San Martín 5 48550 Muskiz Vizcaya Spain

ISBN: (纸本)9783902823052

This paper describes an approach to optimal management of hydrogen networks in refineries, focusing on the problems of reconfiguration that appears when, due to plant failures, the production of the hydrogen generating units suddenly decreases. The problem is formulated in terms of optimization as a MINLP one. Also, guidelines to the implementation of the optimum are presented with the aim of providing a practical solution to the inherent uncertainly and changing dynamics associated to the process. © 2012 IFAC.

关键词： Optimization

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Automated and Agile Server Parameter Tuning with Learning and control

Automated and Agile Server Parameter Tuning with Learning an...

引用

26th IEEE International Parallel and Distributed processing symposium (IPDPS) / Workshop on High Performance Data Intensive Computing

作者： Guo, Yanfei Lama, Palden Zhou, Xiaobo Univ Colorado Dept Comp Sci Colorado Springs CO 80907 USA

ISBN: (纸本)9780769546759

Server parameter tuning in virtualized data centers is crucial to performance and availability of hosted Internet applications. It is challenging due to high dynamics and burstiness of workloads, multi-tier service architecture, and virtualized server infrastructure. In this paper, we investigate automated and agile server parameter tuning for maximizing effective throughput of multi-tier Internet applications. A recent study proposed a reinforcement learning based server parameter tuning approach for minimizing average response time of multi-tier applications. Reinforcement learning is a decision making process determining the parameter tuning direction based on trial-and-error, instead of quantitative values for agile parameter tuning. It relies on a predefined adjustment value for each tuning action. However it is nontrivial or even infeasible to find an optimal value under highly dynamic and bursty workloads. We design a neural fuzzy control based approach that combines the strengths of fast online learning and self-adaptiveness of neural networks and fuzzy control. Due to the model independence, it is robust to highly dynamic and bursty workloads. It is agile in server parameter tuning due to its quantitative control outputs. We implement the new approach on a testbed of virtualized HP ProLiant blade servers hosting RUBiS benchmark applications. Experimental results demonstrate that the new approach significantly outperforms the reinforcement learning based approach for both improving effective system throughput and minimizing average response time.

关键词： Fuzzy control

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