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A Non-raster Scanning Approach in Atomic Force Microscopy Using a Combined Contour Prediction Algorithm 结合轮廓预测算法的原子力显微镜非光栅扫描方法
Pub Date : 2014-09-24 DOI: 10.3182/20140824-6-ZA-1003.01683
Kaiqiang Zhang, G. Herrmann, C. Edwards, S. Burgess, M. Miles
Abstract In this paper, we present a novel non-raster scanning algorithm for high-speed imaging in Atomic Force Microscopy. In contrast to recent non-raster scanning algorithms for string-like samples, the proposed algorithm is developed for cells and other simple specimen samples. This algorithm collects data in the vicinity of the specimen to create sample contours at different heights to build the 3D topography of the target sample. During the scan process, the tip is steered based on a prediction of the contour curvature and contour tangent. The proposed scanning trajectory follows the contour of the sample and avoids crossing the specimen, while minimizing the possible excitation of resonances of the cantilever. For the prediction of the curvature and tangent of the contour, the current partially obtained contour and a previous contour scan are used: a prediction from both contours is suitably combined by a weighting algorithm derived from a reliability evaluation of both predictions. This permits the creation of topographical images of specific interest at a reduced scanning time in comparison to some prevalent non-raster scan algorithms and raster scans. Simulation results are provided.
摘要本文提出了一种用于原子力显微镜高速成像的非光栅扫描算法。与最近针对字符串样样品的非光栅扫描算法相比,本文提出的算法适用于细胞和其他简单的样品样品。该算法采集样本附近的数据,创建不同高度的样本轮廓,构建目标样本的三维地形。在扫描过程中,根据轮廓曲率和轮廓切线的预测来引导尖端。所提出的扫描轨迹遵循样品的轮廓,避免穿过样品,同时最大限度地减少悬臂梁共振的可能激发。对于轮廓的曲率和切线的预测,使用当前部分获得的轮廓和先前的轮廓扫描:从两个轮廓的预测是由一个加权算法派生的可靠性评估适当地结合。与一些流行的非栅格扫描算法和栅格扫描相比,这允许在更短的扫描时间内创建特定兴趣的地形图像。给出了仿真结果。
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引用次数: 16
Learning Chronicles Signing Multiple Scenario Instances 学习编年史签名多场景实例
Pub Date : 2014-09-08 DOI: 10.3182/20140824-6-ZA-1003.02579
A. Subias, L. Travé-Massuyès, Euriell Le Corronc
Chronicle recognition is an efficient and robust method for fault diagnosis. The knowledge about the underlying system is gathered in a set of chronicles, then the occurrence of a fault is diagnosed by analyzing the flow of observations and matching this flow with a set of available chronicles. The chronicle approach is very efficient as it relies on the direct association of the symptom, which is in this case a complex temporal pattern, to a situation. Another advantage comes from the efficiency of recognition engines which make chronicles suitable for one-line operation. However, there is a real bottleneck for obtaining the chronicles. In this paper, we consider the problem of learning the chronicles. Because a given situation often results in several admissible event sequences, our contribution targets an extension to multiple event sequences of a chronicle discovery algorithm tailored for one single event sequence. The concepts and algorithms are illustrated with representative and easy to understand examples.
时序识别是一种高效、鲁棒的故障诊断方法。关于底层系统的知识被收集到一组历史记录中,然后通过分析观察流并将该流与一组可用的历史记录相匹配来诊断故障的发生。编年史方法非常有效,因为它依赖于症状的直接联系,在这种情况下,症状是一种复杂的时间模式。另一个优势来自于识别引擎的效率,它使得编年史适合一行操作。然而,获取编年史有一个真正的瓶颈。在本文中,我们考虑了学习编年史的问题。由于给定的情况通常会导致几个可接受的事件序列,因此我们的贡献目标是扩展为单个事件序列量身定制的历史记录发现算法的多个事件序列。用具有代表性和易于理解的例子说明了这些概念和算法。
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引用次数: 22
Formation Control of Wheeled Robots in the Port-Hamiltonian Framework port - hamilton框架下轮式机器人的编队控制
Pub Date : 2014-08-30 DOI: 10.3182/20140824-6-ZA-1003.00394
E. Vos, J. Scherpen, A. Schaft, A. Postma
Abstract This paper proposes a new control strategy for the formation control of a network of wheeled robots. Starting from the rigid body dynamics, a dynamical model of the wheeled robot is derived in the port-Hamiltonian framework. The formation control objective is achieved by interconnecting the robots using virtual couplings, which give a clear physical interpretation of the proposed solution. Simulation and experimental results are given, to illustrate the effectiveness of the approach.
摘要针对轮式机器人网络的编队控制问题,提出了一种新的控制策略。从刚体动力学出发,在port- hamilton框架下建立了轮式机器人的动力学模型。编队控制目标是通过使用虚拟耦合连接机器人来实现的,这为所提出的解决方案提供了清晰的物理解释。仿真和实验结果验证了该方法的有效性。
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引用次数: 17
Optimization of Controller Parameters for Energy Saving 面向节能的控制器参数优化
Pub Date : 2014-08-29 DOI: 10.3182/20140824-6-ZA-1003.02361
Yongling Wu, Kang Li, Ning Li, Shaoyuan Li, Lin Wang
Abstract Among various technologies to tackle the twin challenges of sustainable energy supply and climate change, energy saving through advanced control plays a crucial role in decarbonizing the whole energy system. Modern control technologies, such as optimal control and model predictive control do provide a framework to simultaneously regulate the system performance and limit control energy. However, few have been done so far to exploit the full potential of controller design in reducing the energy consumption while maintaining desirable system performance. This paper investigates the correlations between control energy consumption and system performance using two popular control approaches widely used in the industry, namely the PI control and subspace model predictive control. Our investigation shows that the controller design is a delicate synthesis procedure in achieving better trade-off between system performance and energy saving, and proper choice of values for the control parameters may potentially save a significant amount of energy.
在应对可持续能源供应和气候变化双重挑战的各种技术中,通过先进控制实现节能对整个能源系统的脱碳起着至关重要的作用。现代控制技术,如最优控制和模型预测控制,确实提供了同时调节系统性能和限制控制能量的框架。然而,到目前为止,很少有人利用控制器设计的全部潜力来降低能耗,同时保持理想的系统性能。本文采用工业上广泛使用的两种控制方法,即PI控制和子空间模型预测控制,研究了控制能耗与系统性能之间的相关性。我们的研究表明,控制器设计是一个微妙的综合过程,在系统性能和节能之间实现更好的权衡,适当选择控制参数的值可能会节省大量的能源。
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引用次数: 2
Aggregation and Control of Supermarket Refrigeration Systems in a Smart Grid 智能电网中超市制冷系统的聚合与控制
Pub Date : 2014-08-26 DOI: 10.3182/20140824-6-ZA-1003.00268
Rasmus Pedersen, John Schwensen, B. Biegel, J. Stoustrup, T. Green
Abstract In this work, control strategies for aggregation of a portfolio of supermarkets towards the electricity balancing market, is investigated. The supermarkets are able to shift the power consumption in time by pre-cooling the contained foodstuff. It is shown how the flexibility of an individual supermarket can be modeled and how this model can be used by an aggregator to manage the portfolio to deliver upward and downward regulation. Two control strategies for managing the portfolio to follow a power reference are presented and compared. The first strategy is a non-convex predictive control strategy while the second strategy consists of a PI controller and a dispatch algorithm. The predictive controller has a high performance but is computationally heavy. In contrast the PI/dispatch strategy has lower performance, but requires little computational effort and scales well with the number of supermarkets. Two simulations are conducted based on high-fidelity supermarket models: a small-scale simulation with 20 supermarkets where the performance of the two strategies are compared and a large-scale simulation with 400 supermarkets which only the PI/dispatch controller is able to handle. The large-scale simulation shows how a portfolio of 400 supermarkets successfully can be used for upward regulation of 900 kW for a two hour period.
摘要本文研究了超市组合向电力平衡市场聚集时的控制策略。超市能够通过预先冷却所含食品及时转移电力消耗。它展示了如何对单个超市的灵活性进行建模,以及聚合器如何使用该模型来管理投资组合以提供向上和向下的监管。提出并比较了两种按照功率参考来管理投资组合的控制策略。第一种策略是一种非凸预测控制策略,第二种策略由PI控制器和调度算法组成。预测控制器具有较高的性能,但计算量较大。相比之下,PI/调度策略的性能较低,但需要很少的计算量,并且随着超市数量的增加而扩展。基于高保真超市模型进行了两个仿真:一个是20家超市的小规模仿真,比较了两种策略的性能;另一个是400家超市的大规模仿真,只有PI/调度控制器能够处理。大规模的模拟显示了400个超市的组合如何成功地在两个小时内向上调节900千瓦的电力。
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引用次数: 25
Moving horizon least-squares input estimation for linear discrete-time 线性离散时间的移动视界最小二乘输入估计
Pub Date : 2014-08-24 DOI: 10.3182/20140824-6-ZA-1003.01159
S. Systems, Yiming Wan, T. Keviczky, M. Verhaegen
Abstract This paper presents a novel moving horizon least-squares input estimation method for linear discrete-time stochastic systems. For systems with completely unknown initial state and no unstable zeros, some existing work showed that asymptotic input reconstruction is possible in the absence of noises. However, under the same condition but with stochastic noises, most existing input estimators, which are designed to optimally deal with noises, fail to ensure asymptotic unbiasedness. In order to address this limitation for linear discrete-time stochastic systems, we characterize necessary and sufficient conditions for input observability and detectability, and propose a moving horizon least-squares input estimator. Based on the conditions for input observability and detectability, it is proved that our proposed input estimator gives an asymptotically unbiased estimate and has minimal estimation error variance over all linear asymptotically unbiased input estimators. Its effectiveness is illustrated by simulation examples involving aircraft sensor and actuator faults.
提出了一种新的线性离散随机系统的移动水平最小二乘输入估计方法。对于初始状态完全未知且无不稳定零的系统,已有的一些研究表明,在无噪声的情况下,渐近输入重构是可能的。然而,在相同的条件下,在随机噪声条件下,现有的大多数输入估计器都是为了最优处理噪声而设计的,不能保证渐近无偏性。为了解决线性离散随机系统的这一限制,我们刻画了输入可观察性和可检测性的充分必要条件,并提出了一个移动视界最小二乘输入估计量。基于输入可观察性和可检测性的条件,证明了我们的输入估计量给出了渐近无偏估计,并且与所有线性渐近无偏输入估计量相比,估计误差方差最小。通过飞机传感器和执行机构故障的仿真实例说明了该方法的有效性。
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引用次数: 3
Closed-loop Actuator-fault Detection and Isolation using Invariant Sets and Tubes 基于不变量集和管的闭环执行器故障检测与隔离
Pub Date : 2014-08-24 DOI: 10.3182/20140824-6-ZA-1003.01653
Feng Xu, V. Puig, C. Ocampo‐Martinez, F. Stoican, Sorin Olaru
Abstract This paper proposes a new actuator-fault detection and isolation (FDI) strategy for closed-loop discrete time-invariant systems by using invariant sets and tubes. In this approach, invariant sets are used for fault detection (FD) and the establishment of FDI conditions, while the tubes are generated for fault isolation (FI) at transient state. Comparing with the existing set-theoretic FDI techniques, the advantage of this approach consists in that it exhibits a balance between the conservativeness of FDI conditions, the fast FI response and the computational complexity. The effectiveness of the proposed technique is illustrated by a numerical example.
摘要针对闭环离散时不变系统,提出了一种基于不变量集和管道的执行器故障检测与隔离策略。在该方法中,不变量集用于故障检测(FD)和FDI条件的建立,而管道则用于暂态故障隔离(FI)。与现有的集合论FDI技术相比,该方法的优点在于它在FDI条件的保守性、快速的FI响应和计算复杂度之间取得了平衡。数值算例说明了该方法的有效性。
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引用次数: 1
Aggregation and Control of Flexible Consumers: A Real Life Demonstration 柔性消费者的聚集与控制:一个真实的实例
Pub Date : 2014-08-24 DOI: 10.3182/20140824-6-ZA-1003.00718
B. Biegel, P. Andersen, J. Stoustrup, M. Madsen, L. H. Hansen, L. Rasmussen
Abstract In this paper, we present an architecture for aggregation and control of a portfolio of flexible consumers. The architecture makes it possible to control the aggregated consumption of the portfolio to follow a power reference while honoring local consumer constraints. Hereby, an aggregator is able to utilize a portfolio of consumers as a virtual power plant to deliver services in the electricity markets. The architecture is implemented and demonstrated in a field test on a portfolio consisting of 54 heat pumps each located in an inhabited household. In this demonstration, a power reference varying between 15 kW and 35 kW is followed over a 7 day period. The field test showed satisfactory performance in terms of following the power reference and assuring comfort for the inhabitants. To the best knowledge of the authors, this is the first real life demonstration where a power reference is followed based on the aggregated consumption of a larger number of devices – and consequently a significant step towards the smart grid vision.
摘要本文提出了一种柔性消费者组合的聚合和控制体系结构。该体系结构使控制组合的总消耗成为可能,以遵循功率参考,同时尊重本地消费者约束。因此,聚合商能够利用消费者组合作为虚拟发电厂在电力市场上提供服务。该架构在一个由54个热泵组成的组合上进行了实施和现场测试,每个热泵位于一个有人居住的家庭。在这个演示中,参考功率在15千瓦和35千瓦之间变化,持续7天。现场测试表明,在遵循功率参考和保证居住者的舒适性方面,性能令人满意。据作者所知,这是第一个真实的演示,其中基于大量设备的总消耗遵循功率参考-因此朝着智能电网的愿景迈出了重要的一步。
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引用次数: 33
Control of a Multi-Stage Continuous Fermentor for the study of the wine fermentation 用于葡萄酒发酵研究的多级连续发酵罐控制
Pub Date : 2014-08-24 DOI: 10.3182/20140824-6-ZA-1003.00627
C. Casenave, D. Dochain, J. Harmand, Marc Perez, Alain Rapaport, J. Sablayrolles
Yeasts play a central role in the wine making process. To study the yeasts in a stable environment and physiological state, a Multi-Stage Continuous Fermentor (MSCF) has been designed that mimics steps of the batch fermentation process. In this paper, the problem of the control of the sugar concentrations in each of the four reactors of the MSCF is considered. The cascade structure of the device leads to a constraint on the input flow rates (the control variables). A control strategy based on a linearizing control law coupled with a state observer and an anti windup component is proposed and finally implemented on the experimental process.
酵母在酿酒过程中起着核心作用。为了研究酵母在稳定环境下的生理状态,设计了模拟分批发酵过程的多级连续发酵罐(MSCF)。本文研究了MSCF四个反应器中糖浓度的控制问题。该装置的级联结构导致了对输入流量(控制变量)的约束。提出了一种基于线性化控制律耦合状态观测器和抗卷绕分量的控制策略,并在实验过程中进行了实现。
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引用次数: 5
Diagnosis of Labeled Time Petri Nets Using Time Interval Splitting 基于时间间隔分裂的标记时间Petri网诊断
Pub Date : 2014-08-24 DOI: 10.3182/20140824-6-ZA-1003.02336
Baisi Liu, M. Ghazel, A. Toguyéni
Abstract This paper deals with fault diagnosis of timed discrete event systems (TDESs), using a nondeterministic model named labeled time Petri net (LTPN). Thanks to a skillful splitting of time intervals assigned to the LTPN transitions, analyzing diagnosability in such a timed context can be performed using techniques from the untimed context. Moreover, a deterministic structure called augmented state class set graph (ASG) is built on the fly, for both analyzing (Δ-)diagnosability and deriving an online diagnoser.
摘要本文利用一种不确定的时间标记Petri网(LTPN)模型研究了时间离散事件系统的故障诊断问题。由于对分配给LTPN转换的时间间隔进行了巧妙的分割,因此可以使用非定时上下文中的技术来分析这种定时上下文中的可诊断性。此外,动态构建了一种称为增强状态类集图(ASG)的确定性结构,用于分析(Δ-)可诊断性和派生在线诊断器。
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引用次数: 15
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