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Collective target tracking mean field control for electric space heaters 电热加热器的集体目标跟踪平均场控制
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961476
A. Kizilkale, R. Malhamé
As part of a system wide optimization problem in smart grids it is required that the mean temperature of a massive number of space heating devices associated with energy storage follows a computed target temperature trajectory. The classical control approach is to compute the required signal centrally for each device and to send that signal. However, the corresponding computational and communication requirements can be forbidding. Instead, in this paper the presence of large numbers of heaters justifies the use of a decentralized mean field control based approach to the problem. A novel agent cost structure including an integral term is utilized for this purpose. The corresponding system of mean field equations is developed, a fixed point analysis is given, an e-Nash theorem is presented, and numerical simulation results are provided.
作为智能电网系统范围优化问题的一部分,要求与储能相关的大量空间加热设备的平均温度遵循计算的目标温度轨迹。经典的控制方法是为每个设备集中计算所需的信号并发送该信号。然而,相应的计算和通信需求可能令人望而生畏。相反,在本文中,大量加热器的存在证明了使用基于分散平均场控制的方法来解决这个问题。为此,提出了一种包含积分项的新型代理成本结构。建立了相应的均场方程组,给出了不动点分析,提出了e-Nash定理,并给出了数值模拟结果。
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引用次数: 13
New vector-radix algorithm for computing two-dimensional discrete Hartley transform 计算二维离散Hartley变换的矢量-基数新算法
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961509
M. T. Hamood, K. Gaeid, Sufian H. Ali
This paper presents an efficient vector-radix fast Hartley transform (VR-22×22-FHT) algorithm for computing the two dimensional discrete Hartley transform (2-D DHT). The proposed algorithm achieves, at the same time, both the speed advantage of the vector-radix-4×4 FHT algorithm and the simplest structural complexity offered by vector-radix-2×2 algorithm. The algorithm is implemented its arithmetic complexity is analysed and compared to the existing 2-D FHT algorithms such as row-column (RC) approach and vector-radix (VR). The result of this comparison has shown that the proposed algorithm significantly reduces the number of operations compared to RC approach and noticeably better performance than VR algorithm.
本文提出了一种计算二维离散哈特利变换(2-D DHT)的矢量基快速哈特利变换(VR-22×22-FHT)算法。同时,该算法既具有vector-radix-4×4 FHT算法的速度优势,又具有vector-radix-2×2算法最简单的结构复杂度。分析了该算法的算法复杂度,并与现有的行-列(RC)法和向量-基数(VR)法进行了比较。对比结果表明,与RC算法相比,该算法显著减少了运算次数,且性能明显优于VR算法。
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引用次数: 0
A sliding mode observer for hemodynamic characterization under modeling uncertainties 模型不确定性下血流动力学特性的滑模观测器
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961586
Chadia Zayane-Aissa, T. Laleg‐Kirati
This paper addresses the case of physiological states reconstruction in a small region of the brain under modeling uncertainties. The misunderstood coupling between the cerebral blood volume and the oxygen extraction fraction has lead to a partial knowledge of the so-called balloon model describing the hemodynamic behavior of the brain. To overcome this difficulty, a High Order Sliding Mode observer is applied to the balloon system, where the unknown coupling is considered as an internal perturbation. The effectiveness of the proposed method is illustrated through a set of synthetic data that mimic fMRI experiments.
本文讨论了在建模不确定的情况下,大脑小区域的生理状态重建的情况。对脑血容量和氧萃取分数之间的耦合的误解导致了对描述大脑血流动力学行为的所谓气球模型的部分了解。为了克服这一困难,将高阶滑模观测器应用于气球系统,其中未知耦合被认为是内部扰动。通过一组模拟fMRI实验的合成数据说明了所提出方法的有效性。
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引用次数: 2
An algorithm based on model predictive control for trajectories tracking with untimed PNs 一种基于模型预测控制的非定时pn轨迹跟踪算法
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961378
D. Lefebvre, E. Leclercq
This paper is about trajectory tracking for DESs. The main contribution is to compute incrementally control sequences approaching the minimal length sequences. The method is based on a partial exploration of the PN reachability graph and inspired from the MPC approach. The method is suitable for bounded and unbounded PNs. It also works for PNs with weighted arcs and for PNs with some uncontrollable transitions.
本文研究的是DESs的轨迹跟踪问题。主要贡献是计算接近最小长度序列的增量控制序列。该方法基于对PN可达性图的部分探索,并受到MPC方法的启发。该方法适用于有界和无界pn。它也适用于具有加权弧的pn和具有一些不可控过渡的pn。
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引用次数: 2
A waypoint guidance strategy for underwater snake robots 水下蛇形机器人的航点制导策略
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961590
E. Kelasidi, K. Pettersen, J. Gravdahl
In this paper, a waypoint guidance strategy is proposed for an underwater snake robot. The robot is directed to follow a path which is derived using path planning techniques. A first version of the path is derived by the path planner by using the artificial potential field method for obstacle avoidance. Afterwards, by subsampling the derived path, a set of waypoints are chosen along the path. The path is then defined by interconnecting these waypoints by straight lines. Secondly, a straight line path following controller is proposed, to make the underwater snake robot follow the desired path. Simulation results are presented, illustrating the performance of the proposed guidance control strategy for both lateral undulation and eel-like motion.
针对水下蛇形机器人,提出了一种航点制导策略。利用路径规划技术推导出一条路径,引导机器人沿着该路径运动。路径规划器利用人工势场避障法推导出第一个版本的路径。然后,通过对导出的路径进行子采样,在路径上选择一组路点。然后通过直线连接这些路点来定义路径。其次,提出了一种直线路径跟踪控制器,使水下蛇形机器人沿期望路径运动;仿真结果说明了所提出的导引控制策略在横向波动和类鳗鱼运动下的性能。
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引用次数: 25
Fault detection isolation and reconfiguration algorithms for atmospheric re-entry 大气再入故障检测、隔离和重构算法
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961551
M. Poderico, G. Morani, F. Corraro
This paper proposes a new Fault Tolerant Control Strategy relying on Fault Detection, Isolation and Reconfiguration (FDIR) algorithms. Adaptive Control laws are combined to Control Allocation algorithms that enable the reconfiguration of Flight Control Laws in case of actuators and/or Reaction Control System (RCS) failures. This allows achieving good robustness to possible failures occurring during flight and, at the same time, to optimize the use of a hybrid set of control effectors (i.e. aerodynamic surfaces and Reaction Control System) such to reduce thrusters fuel consumption. Fault Detection and Isolation (FDI) algorithms provide the required information about the health status of actuators/RCS thus enabling the reconfiguration of Flight Control Laws. The effectiveness of the proposed approach has been preliminarily demonstrated through a numerical analysis that accounts for both nominal and failures scenario, by using a 6Dof Model of Flying Test Bed FTB3, developed by Italian Aerospace Research Centre in the framework of Unmanned Space Vehicle (USV) Program.
提出了一种基于故障检测、隔离和重构(FDIR)算法的容错控制策略。自适应控制律与控制分配算法相结合,可以在执行器和/或反应控制系统(RCS)失效的情况下重新配置飞行控制律。这可以实现良好的鲁棒性,以应对飞行过程中可能发生的故障,同时,优化使用一组混合控制效应器(即空气动力学表面和反应控制系统),以减少推进器的燃料消耗。故障检测和隔离(FDI)算法提供有关执行器/RCS健康状态的必要信息,从而实现飞行控制律的重新配置。采用意大利航空航天研究中心在无人空间飞行器(USV)计划框架下开发的FTB3飞行试验台6Dof模型,通过对名义和故障情况的数值分析,初步证明了所提出方法的有效性。
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引用次数: 3
Urban perimeter control for emission reduction and traffic performance improvement 控制城市周界,减少排放,改善交通性能
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961498
A. Csikós, T. Tettamanti, I. Varga
This work suggests a NMPC controller for the urban perimeter control problem. The system model is based on the mathematical formalization of the problem, proposed in [1] expanded by describing the queue dynamics at the perimeter gates. For the extended model a multicriteria control problem is formalized: the conventional control objective of traffic network control, i.e. the improvement of TTD performance is accompanied by another control goal: the reduction of traffic emission. For the emission modeling, an average-speed based model framework is used, utilizing aggregated network parameters such as the total travel distance and the total time spent in the network. The NMPC controller is compared to a PID controller in a case study. The simulations show acceptable performance of the NMPC controller.
这项工作提出了一种NMPC控制器来解决城市周界控制问题。该系统模型基于[1]中提出的问题的数学形式化,通过描述周边门处的队列动态进行扩展。对于扩展模型,将一个多准则控制问题形式化:交通网络控制的常规控制目标,即TTD性能的提高,伴随着另一个控制目标:减少交通排放。对于排放建模,使用基于平均速度的模型框架,利用聚合的网络参数,如总行程距离和在网络中花费的总时间。在一个案例研究中,将NMPC控制器与PID控制器进行比较。仿真结果表明,NMPC控制器具有良好的控制性能。
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引用次数: 0
Parametric analysis of dynamically equivalent reaction network models 动态等效反应网络模型的参数分析
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961566
D. Csercsik, G. Szederkényi
Using the results related to dynamically equivalent realizations of reaction kinetic systems, we analyze the dynamical properties of mass action reaction networks on which the well known structure based theorems of reaction kinetics are not directly applicable with respect to given range of certain rate coefficients. We introduce a transformation matrix to describe parametric changes, and show that if the appropriate transformation matrix has been found, parameter ranges for which certain dynamical properties can be ensured may be determined via the solution of a linear programming problem. The method is illustrated by numerical examples.
利用与反应动力学系统的动态等效实现有关的结果,我们分析了质量作用反应网络的动力学性质,在这些网络上,已知的基于结构的反应动力学定理对于某些速率系数的给定范围不能直接适用。我们引入一个变换矩阵来描述参数的变化,并表明如果找到合适的变换矩阵,则可以通过求解线性规划问题来确定能够保证某些动态特性的参数范围。通过数值算例对该方法进行了说明。
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引用次数: 0
A physical Human Robot Interaction architecture for flexible joint robots 柔性关节机器人的物理人机交互体系结构
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961582
Abdelrahem Atawnih, Z. Doulgeri, G. Rovithakis
In this work a physical Human Robot Interaction (pHRI) architecture for flexible joint robot is proposed. At its core, a prescribed performance tracking controller is designed at the operational space, to guarantee fast, accurate and robust position tracking. Assuming that a sensing and interpretation task of the human touch is accomplished, a position reference shaping signal reflecting the desired robot reaction is produced. Simulation studies are performed to clarify and verify the approach.
本文提出了一种柔性关节机器人的物理人机交互(pHRI)架构。其核心是在操作空间设计了规定的性能跟踪控制器,保证了快速、准确和鲁棒的位置跟踪。假设完成了对人类触觉的感知和解释任务,则产生反映期望机器人反应的位置参考整形信号。进行了仿真研究以澄清和验证该方法。
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引用次数: 1
Indoor positioning system using walking pattern classification 室内定位系统采用行走模式分类
Pub Date : 2014-06-16 DOI: 10.1109/MED.2014.6961424
F. D. Cillis, Francesca De Simio, L. Faramondi, Federica Inderst, F. Pascucci, R. Setola
In the age of automation the ability to navigate persons and devices in indoor environments has become increasingly important for a rising number of applications. While Global Positioning System can be considered a mature technology for outdoor localization, there is no off-the-shelf solution for indoor tracking. In this contribution, an infrastructure-less Indoor Positioning System based on walking feature detection is presented. The proposed system relies on the differences characterizing different human actions (e.g., walking, ascending or descending stairs, taking the elevator). The motion features are extracted in time domain by exploiting data provided by a 9DoF Inertial Measurement Unit. The positioning algorithm is based on walking distance and heading estimation. Step count and step length are used to determine the walking distance, while the heading is computed by quaternions. An experimental setup has been developed. The collected results show that system guarantee room level accuracy during long trials.
在自动化时代,在室内环境中导航人员和设备的能力对于越来越多的应用变得越来越重要。虽然全球定位系统可以被认为是户外定位的成熟技术,但对于室内跟踪还没有现成的解决方案。本文提出了一种基于步行特征检测的无基础设施室内定位系统。所提出的系统依赖于不同人类行为特征的差异(例如,行走、上下楼梯、乘电梯)。利用9DoF惯性测量单元提供的数据在时域中提取运动特征。定位算法基于步行距离和方向估计。步数和步长用于确定步行距离,而头部由四元数计算。建立了一套实验装置。收集的结果表明,该系统在长时间的试验中保证了房间级的精度。
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引用次数: 17
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22nd Mediterranean Conference on Control and Automation
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