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A nonlinear SEIR epidemic model with feedback vaccination control 具有反馈接种控制的非线性SEIR流行病模型
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862291
R. Nistal, M. Sen, S. Alonso-Quesada, A. Ibeas
A mathematical model describing a generic disease is introduced and the dynamics of the subpopulations are studied. Through linearization of the continuous-time model, the stability of the equilibrium points and the characteristics of the disease are defined properly. Due to the nature of the disease, the model is discretized in order to apply some adaptive vaccination strategies involving feedback loops. Furthermore, such techniques are compared to the traditional regular-vaccination strategies. The obtained results indicate a possible improvement in the use of the adaptive strategies for vaccination.
介绍了一种描述一般疾病的数学模型,并研究了亚种群的动态。通过对连续时间模型的线性化,确定了平衡点的稳定性和疾病的特征。由于疾病的性质,对模型进行离散化,以便应用一些包含反馈回路的自适应疫苗接种策略。此外,还将这些技术与传统的常规疫苗接种策略进行了比较。所获得的结果表明,在疫苗接种的适应性策略的使用可能有所改善。
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引用次数: 2
Identification method for nonlinear LFR block-oriented models with multiple inputs and outputs 多输入输出非线性LFR分块模型的识别方法
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862461
L. Vanbeylen, A. Van Mulders
Recently, the nonlinear LFR model has been proposed as a candidate model with high potential, due to its surprising flexibility and parsimony. It is a quite general block-oriented model consisting of a static nonlinearity (SNL) and multiple-input-multiple-output (MIMO) dynamics. It can cope with both nonlinear feedforward and nonlinear feedback effects and does not postulate the SNL's location prior to the identification. This contribution extends the model from single-input-single-output (SISO) to MIMO. Starting from two classical frequency response measurements of the system, the method delivers the best possible MIMO dynamics and estimates the SNL in an automated, user-friendly, non-iterative way, with an improved computational efficiency. The method is successfully applied on a numerical simulation example to illustrate the theory.
近年来,非线性LFR模型因其惊人的灵活性和简约性而被提出作为一种极具潜力的候选模型。它是一个由静态非线性(SNL)和多输入多输出(MIMO)动态组成的非常通用的面向块的模型。它可以处理非线性前馈和非线性反馈效应,并且在识别之前不假设SNL的位置。这一贡献将模型从单输入-单输出(SISO)扩展到MIMO。从系统的两个经典频率响应测量开始,该方法提供了最佳的MIMO动态,并以自动化,用户友好,非迭代的方式估计SNL,并提高了计算效率。最后,通过数值模拟实例验证了该方法的有效性。
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引用次数: 0
Hierarchical design of electro-hydraulic actuator control for vehicle dynamic purposes 面向车辆动力的电液作动器控制层次设计
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862427
Balázs Varga, B. Németh, P. Gáspár
The paper proposes a hierarchical control design of an electro-hydraulic actuator, which is incorporated in the active anti-roll bars. The aim of the control system is to generate a reference torque, which is required by the vehicle dynamic control. The control-oriented model of the actuator is formulated in two subsystems. The upper-level hydromotor is described in a linear form, while the lower-level spool valve is a polynomial system. These subsystems require different control strategies. At the upper-level a Linear Parameter Varying control is used to guarantee performance specifications. At the lower-level a Control Lyapunov Function-based algorithm, which creates discrete control input values of the valve, is proposed. The interaction between the two subsystems is guaranteed by the spool displacement, which is control input for the upper-level and must be tracked by the lower-level control. The spool displacement has physical constraints, which must also be incorporated into the control design. The operation of the actuator control system is illustrated through a simulation example.
提出了一种结合主动防倾杆的电液执行器的分层控制设计方法。控制系统的目的是产生车辆动态控制所需的参考转矩。在两个子系统中建立了面向控制的执行器模型。上层液力马达采用线性形式描述,下层滑阀采用多项式系统描述。这些子系统需要不同的控制策略。在上层使用线性参数变化控制来保证性能规格。在底层,提出了一种基于控制李雅普诺夫函数的算法,该算法创建了阀的离散控制输入值。两个子系统之间的交互由阀芯位移保证,阀芯位移是上层控制的输入,必须由下层控制跟踪。阀芯位移有物理限制,这也必须纳入控制设计。通过仿真算例说明了作动器控制系统的工作原理。
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引用次数: 3
Lateral trajectory tracking control for autonomous vehicles 自动驾驶车辆横向轨迹跟踪控制
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862324
Christian Rathgeber, F. Winkler, D. Odenthal, S. Müller
In this contribution a structure for high level lateral vehicle tracking control is presented. It is based on the two degrees of freedom structure that allows to separately define the command response and disturbance attenuation. The application of the disturbance observer guarantees robust compensation of the disturbances. An advantage of the presented structure is its robustness against variable vehicle parameters. Only a considerably reduced model is necessary which significantly simplifies the application process. Moreover the presented approach is characterized by its extensibility and its modularity.
本文提出了一种高层横向车辆跟踪控制结构。它基于两自由度结构,允许分别定义命令响应和干扰衰减。扰动观测器的应用保证了扰动的鲁棒性补偿。该结构的一个优点是对可变车辆参数具有鲁棒性。只需要一个相当简化的模型,这大大简化了应用程序过程。此外,该方法具有可扩展性和模块化的特点。
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引用次数: 23
Constraints on the shapley value for a coalitional control system 联合控制系统shapley值的约束
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862574
F. J. Muros, J. Maestre, E. Algaba, T. Alamo, E. Camacho
We introduce several refinements in the design method of a coalitional control scheme for linear systems recently proposed. In this scheme, the network topology is modified in order to attain a trade-off between communication burden and overall system performance. In particular, all the communication links with low contribution to the overall performance are disconnected. Likewise, the control law is adapted to these changes. Given that the coalitional control scheme can be described as a cooperative game, it is possible to apply classical game theory results to gain insight into the distributed control problem. In this work, we show how the design method can be modified in order to include constraints regarding the game theoretical properties of the aforementioned scheme.
我们介绍了最近提出的线性系统联合控制方案设计方法的几个改进。在该方案中,修改了网络拓扑结构,以实现通信负担和系统整体性能之间的权衡。特别是,所有对整体性能贡献较小的通信链路都被断开。同样,控制律也适应这些变化。鉴于联合控制方案可以被描述为一个合作博弈,因此可以应用经典博弈论的结果来深入了解分布式控制问题。在这项工作中,我们展示了如何修改设计方法,以包含有关上述方案的博弈论属性的约束。
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引用次数: 10
Toward an efficient approach for diagnosability analysis of DES modeled by labeled Petri nets 基于标记Petri网的DES可诊断性分析方法研究
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862505
Baisi Liu, M. Ghazel, A. Toguyéni
This paper deals with the diagnosability of discrete event systems (DES) modeled by labeled Petri nets (LPNs). An additional parameter K ∈ ℕ, which is the number of observable events after an unobservable fault to ensure diagnosability, is discussed. With the incremental search of K, we transform the diagnosability problem into a series of K-diagnosability problems. For bounded diagnosable systems, Kmin, the minimum value of K to ensure diagnosability, can be eventually found. The state space is generated on the fly, without investigation of unnecessary states. This is a notable advantage compared with some existing methods, since just a part of the state space can often be sufficient to assess diagnosability.
研究了用标记Petri网(lpn)建模的离散事件系统的可诊断性问题。讨论了一个附加参数K∈∈,它是在不可观测故障之后确保可诊断性的可观测事件的数量。利用K的增量搜索,将可诊断性问题转化为一系列K-可诊断性问题。对于有界可诊断系统,最终可以求出保证可诊断性的最小K值Kmin。状态空间是动态生成的,不需要调查不必要的状态。与一些现有的方法相比,这是一个显著的优势,因为仅仅一部分状态空间通常就足以评估可诊断性。
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引用次数: 27
Joint state and parameter estimation for a class of cascade systems: Application to a hemodynamic model 一类串级系统的联合状态和参数估计:在血流动力学模型中的应用
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862585
Chadia Zayane-Aissa, Dayan Liu, T. Laleg‐Kirati
In this paper, we address a special case of state and parameter estimation, where the system can be put on a cascade form allowing to estimate the state components and the set of unknown parameters separately. Inspired by the nonlinear Balloon hemodynamic model for functional Magnetic Resonance Imaging problem, we propose a hierarchical approach. The system is divided into two subsystems in cascade. The state and input are first estimated from a noisy measured signal using an adaptive observer. The obtained input is then used to estimate the parameters of a linear system using the modulating functions method. Some numerical results are presented to illustrate the efficiency of the proposed method.
在本文中,我们讨论了一种状态和参数估计的特殊情况,在这种情况下,系统可以被置于允许分别估计状态分量和未知参数集的级联形式。受功能磁共振成像问题的非线性气球血流动力学模型的启发,我们提出了一种分层方法。该系统被级联分为两个子系统。首先使用自适应观测器从带噪声的测量信号估计状态和输入。然后用调制函数法估计线性系统的参数。数值结果表明了该方法的有效性。
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引用次数: 0
Robust constrained stabilization of a boost DC-DC converter with Lyapunov-based control and piecewise-linear Lyapunov functions 基于Lyapunov控制和分段线性Lyapunov函数的升压DC-DC变换器鲁棒约束镇定
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862531
C. Yfoulis, D. Giaouris, F. Stergiopoulos, C. Ziogou, S. Voutetakis, S. Papadopoulou
In this paper we describe a new methodology for designing robust and efficient state-feedback control laws for a switched-mode boost DC-DC power converter. The proposed design is adopting the so-called Lyapunov-based control law and attempts to solve the robust constrained stabilization problem under large parameter variations. With the methodology proposed static or switching state-feedback control laws are generated so that a number of further key issues are addressed, i.e. low complexity of the implementation, accurate nonlinear dynamics incorporation, nonconservative handling of hard state and control constraints, robustness to supply voltage variations, set-point and load changes. The control design procedure is based on the generation of controlled invariant polytopes (safety domains) using piecewise-linear Lyapunov functions. The proposed technique is numerically evaluated using the exact switched model of the converter.
在本文中,我们描述了一种新的方法来设计一个开关模式升压DC-DC功率变换器的鲁棒和有效的状态反馈控制律。所提出的设计采用所谓的李雅普诺夫控制律,并试图解决大参数变化下的鲁棒约束镇定问题。根据所提出的方法,生成了静态或开关状态反馈控制律,从而解决了许多进一步的关键问题,即实现的低复杂性,精确的非线性动力学结合,硬状态和控制约束的非保守处理,对电源电压变化,设定点和负载变化的鲁棒性。控制设计过程是基于使用分段线性李雅普诺夫函数生成控制不变多面体(安全域)。利用变换器的精确开关模型对所提出的技术进行了数值评估。
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引用次数: 9
Detection of critical situations for vehicle longitudinal dynamics 车辆纵向动力学关键情况的检测
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862445
Sebastien Varrier, D. Koenig, J. Martínez, B. d'Andréa-Novel
The objective of this paper is to design a new integrated methodology for the detection of a critical situation in vehicle longitudinal dynamics. In classical modern vehicle, the ABS - anti-lock braking system - (during bracking) and anti-skid (during accelerations) modules are acting separately. This paper presents an innovative methodology for the detection of longitudinal critical situations that can be used as an information for both ABS and anti-skid programs. The approach is based on the non-linear tire modeling that consists of three operating zones : normal zone, critical and skidding. The normal zone can be approximated by a linear representation of the tire force while this modeling is no longer acceptable in the other regions. Based on this statement, a robust fault detection methodology allows to detect the non-linear characteristics of the tire force representing the critical situation. Applicative results have been implemented on a 1/5th scale vehicle developed in the framework of the French national ANR INOVE project.
本文的目的是设计一种新的综合方法来检测车辆纵向动力学中的临界情况。在经典的现代汽车中,ABS(防抱死制动系统)(在制动过程中)和防滑(在加速过程中)模块分别起作用。本文提出了一种创新的方法来检测纵向临界情况,可以作为ABS和防滑程序的信息。该方法基于非线性轮胎建模,包括三个操作区域:正常区域、临界区域和打滑区域。正常区域可以用轮胎力的线性表示来近似,而这种建模在其他区域不再被接受。基于这种说法,一种鲁棒的故障检测方法允许检测代表临界情况的轮胎力的非线性特征。应用结果已在法国国家ANR INOVE项目框架下开发的1/5比例车辆上实施。
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引用次数: 0
Angular drag-free control and fine satellite-to-satellite pointing for the Next Generation Gravity Missions 角无拖拽控制和精细卫星对卫星指向下一代重力任务
Pub Date : 2014-06-24 DOI: 10.1109/ECC.2014.6862433
E. Canuto, L. Colangelo
The paper presents the design and some simulated results of the attitude control of a two-satellite formation under study by the European Space Agency for the Next Generation Gravity Mission. The formation spacecrafts, with a distance between them of more than 200 km and orbiting around the Earth at about 300 km altitude, must align their axis to the satellite-to-satellite line with a microradian accuracy (pointing control). This is made possible by specific optical sensors accompanying the inter-satellite laser interferometer. Such sensors allow each satellite to autonomously align after an acquisition procedure. Pointing control is constrained by the angular drag-free control, which, imposed by Earth gravimetry, must zero the spacecraft angular acceleration vector below 0.01 microradian/s2 in the science bandwidth. This is made possible by ultrafine accelerometers of the GOCE-class, whose measurements must be coordinated with attitude sensors to meet drag-free and pointing requirements. Embedded Model Control shows how coordination can be implemented around the embedded model of the spacecraft attitude and of the formation frame quaternion. Evidence and discussion about some critical requirements is also included.
本文介绍了欧洲航天局正在研究的用于下一代重力任务的双卫星编队姿态控制系统的设计和一些仿真结果。这些编队航天器之间的距离超过200公里,在大约300公里的高度绕地球轨道运行,它们的轴线必须以微度精度(指向控制)对准星对星线。这是由卫星间激光干涉仪附带的特定光学传感器实现的。这种传感器允许每颗卫星在采集程序后自主对准。指向控制受到角无阻力控制的约束,该控制是由地球重力施加的,必须使航天器的角加速度矢量在科学带宽内小于0.01微度/s2。这是由goce级的超细加速度计实现的,其测量必须与姿态传感器协调,以满足无拖曳和指向要求。嵌入式模型控制显示了如何围绕航天器姿态和编队框架四元数的嵌入式模型实现协调。还包括一些关键需求的证据和讨论。
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引用次数: 7
期刊
2014 European Control Conference (ECC)
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