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2008 6th IEEE International Conference on Industrial Informatics最新文献

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An execution semantic for reconfigurable manufacturing systems 可重构制造系统的执行语义
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618115
M. Khalgui, H. Hanisch
This paper deals with the temporal verification and assignment into the execution environment of reconfigurable control systems following the component based international industrial standard IEC61499. A function block (denoted by FB) is an event triggered component owning data and a reconfigurable control application is specified by different FB networks such as each one has to be automatically loaded in memory when a particular reconfiguration scenario is followed. To verify the whole temporal behavior of the system, we check the feasibility of each FB network corresponding to a possible reconfiguration scenario by exploring reachability graphs which will be transformed into OS tasks of the execution environment. Therefore, the reconfigurable system is assigned into different sets of OS tasks such as each set corresponds to a particular reconfiguration scenario. We developed the tool X-Reconfig supporting the paper contribution that we apply on the FESTO production system available in our laboratory at the Martin Luther University.
本文根据基于组件的国际工业标准IEC61499,讨论了可重构控制系统执行环境的时间验证和分配问题。功能块(用FB表示)是拥有数据的事件触发组件,可重构控制应用程序由不同的FB网络指定,例如当遵循特定的重新配置场景时,每个功能块都必须自动加载到内存中。为了验证系统的整体时间行为,我们通过探索可达性图来检查每个FB网络对应于可能的重构场景的可行性,这些可达性图将转换为执行环境的操作系统任务。因此,可重构系统被分配到不同的操作系统任务集中,例如每个任务集对应于一个特定的可重构场景。我们开发了工具X-Reconfig,支持我们在Martin Luther大学实验室中可用的FESTO生产系统上的论文贡献。
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引用次数: 0
A dynamic-entropy algorithm for fault isolation 故障隔离的动态熵算法
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618164
Wang Dong, Chen Shengjian, Zhang Yan, Chen Jian
Based on hierarchical-detection model, combined with the existing fault isolation strategies and the entropy theory, the essential of fault isolation process is expounded in this paper. It is concluded that the diagnostic strategies optimizing process is a dynamic test choice process, in order to get optimized fault isolation strategies, dynamic system entropy reduction should be considered, which is consists of failure candidates components variation and test selection. Then, based on this, a dynamic-entropy algorithm for the fault isolation is proposed. By the examination and analysis, the method is simple and could perform effective and fast fault isolation.
基于层次检测模型,结合现有的故障隔离策略和熵理论,阐述了故障隔离过程的本质。结果表明,诊断策略的优化过程是一个动态的试验选择过程,为了得到优化的故障隔离策略,需要考虑故障候选部件变化和试验选择的动态系统熵降。在此基础上,提出了一种基于动态熵的故障隔离算法。经检验和分析,该方法操作简单,能实现有效、快速的故障隔离。
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引用次数: 0
Unfolding enhancements speed FSM based simulation 展开增强基于FSM的仿真速度
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618236
P. Radcliffe
Simulation of real systems such as communications protocols can prove a system will work before any implementation, and test all possible operational states faster and more cheaply than could be achieved with a real physical system. This checking is usually performed by creating a reachability tree that shows all possible outcomes starting from one initial state and checking that all sequences result in an acceptable outcome. Examining the full reachability tree of a system described by Finite State Machines (FSMs) or Petri nets can guarantee the discovery of all incorrect behavior, but can take excessive computing time. Unfolding the reachability tree of a system described by Petri nets has been shown to dramatically reduce the simulation time. This paper shows several advantages if this unfolding is applied to an FSM model of a system instead. Such an approach allows fast discovery of deadlock, and livelock caused by true livelock or by unfairness in the simulation The unfolding method is extended to show how a system can be tested for all possible ldquounexpected inputsrdquo and ldquoany initial staterdquo, both of which are essential when analyzing the robustness of real world protocols. The method is applied to a communications protocol called 2-wire TIA where the simulation speed up was estimated to be a factor of 1.8 billion.
对真实系统(如通信协议)的模拟可以在任何实现之前证明系统可以工作,并且比使用真实物理系统更快、更便宜地测试所有可能的操作状态。这种检查通常通过创建一个可达性树来执行,该树显示从一个初始状态开始的所有可能的结果,并检查所有序列是否产生可接受的结果。检查由有限状态机(fsm)或Petri网描述的系统的完整可达性树可以保证发现所有不正确的行为,但可能会花费过多的计算时间。利用Petri网对系统的可达性树进行展开,可以大大缩短仿真时间。本文展示了将这种展开应用于系统的FSM模型的几个优点。这种方法可以快速发现死锁,以及由真实的活锁或模拟中的不公平引起的活锁。展开方法扩展到显示如何测试系统的所有可能的非预期输入和初始状态,这两者在分析真实世界协议的鲁棒性时都是必不可少的。该方法应用于称为2线TIA的通信协议,其中仿真速度估计为18亿倍。
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引用次数: 0
Wavelet neuron selection method for ECG data compression 心电数据压缩的小波神经元选择方法
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618258
Xinping Yan, Qiaohui Guo, Yongming Yang
In this paper, a wavelet network for the Electrocardiograph (ECG) data compression and the selection of its wavelet neuron are presented. The methods of the frequency-domain matching and the orthogonal least square (OLS) algorithm in selecting the wavelet basis and its quantity were discussed. We choose Morlet wavelet as the mother wavelet, and use the ECG signal for simulation. The result demonstrates that the number of Morlet wavelets whose spectrums locating at the ECG is up to 152. But after filtrated by the OLS algorithm, it reduces sharply. This method can make the size of the wavelet network driving to optimum and reduce the training time of the wavelet network significantly. The algorithm also can reconstruct the ECG signal very well. The results of simulation indicate that it can reflect the location and intensity of all waves correctly. Consequently, the algorithm has higher compression ratio and fidelity.
本文提出了一种用于心电数据压缩的小波网络及其小波神经元的选择。讨论了频域匹配和正交最小二乘(OLS)算法选择小波基及其数量的方法。我们选择Morlet小波作为母小波,用心电信号进行仿真。结果表明,在心电上定位的Morlet小波多达152个。但经过OLS算法的过滤后,它急剧减少。该方法可以使小波网络驱动的大小达到最优,并显著减少小波网络的训练时间。该算法还能很好地重建心电信号。仿真结果表明,该方法能较好地反映各波的位置和强度。因此,该算法具有较高的压缩比和保真度。
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引用次数: 1
Using goal-oriented paradigm for community computing 使用面向目标的范例进行社区计算
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618254
Sehyeong Cho, Chulan Ren
This paper proposes to adopt the goal-oriented computing as a paradigm of computing and software development for industrial ubiquitous computing. We analyze several planning techniques and conclude that partial conditional HTN is most appropriate for goal-oriented computing within the pervasive industrial environment, in view of software engineering. We propose the language and algorithm required for such goal-oriented computing.
本文提出采用面向目标的计算作为工业普适计算的计算和软件开发范式。我们分析了几种规划技术,并得出结论,从软件工程的角度来看,部分条件HTN最适合于普适工业环境中面向目标的计算。我们提出了这种面向目标的计算所需的语言和算法。
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引用次数: 1
Numerical simulation and experimental study of liquid-solid two-phase flow in nozzle of DIA Jet DIA射流喷嘴内液固两相流的数值模拟与实验研究
Pub Date : 2008-07-13 DOI: 10.1007/978-3-540-85930-7_13
Guihua Hu, Wenhua Zhu, Tao Yu, Jin Yuan
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引用次数: 18
Hierarchical path planning approach for mobile robot navigation under the dynamic environment 动态环境下移动机器人导航的分层路径规划方法
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618127
Zeng Bi, Yang Yimin, Yuan Wei
In view of the environment uncertainty of mobile robot navigating under the unknown and dynamic environments, the paper adopts hierarchical path planning ways which is two layers of global and the local optimization have been combined to implement autonomous mobile robot navigating. The genetic algorithm and the fuzzy theory were applied in the two layers separately, the genetic annealing algorithm is used to global path planning, and the hierarchical fuzzy coordinated strategy is used to local optimization procedure. It results in fewer rules, as well as much simplified and flexible design where new behaviors can be added easily. The simulation experiments indicate the effectiveness of the proposed methods.
针对移动机器人在未知和动态环境下导航的环境不确定性,采用将全局优化和局部优化两层路径规划相结合的分层路径规划方法实现移动机器人自主导航。将遗传算法和模糊理论分别应用于两层,采用遗传退火算法进行全局路径规划,采用层次模糊协调策略进行局部优化。它的结果是规则更少,以及更简化和灵活的设计,可以轻松添加新行为。仿真实验表明了所提方法的有效性。
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引用次数: 17
Study of a new online Least Squares Support Vector Machine algorithm in gas prediction 一种新的在线最小二乘支持向量机算法在瓦斯预测中的研究
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618253
Xiao-hu Zhao, Ke-ke Zhao
This paper studied on time series prediction, and proposes a new prediction algorithm of LS-SVM online learning against the shortcomings in the traditional online learning with least squares support vector machine. This algorithm was researched and used in coal mine gas prediction and had proved effective, compared with the actual data and other relative algorithms.
本文对时间序列预测进行了研究,针对传统最小二乘支持向量机在线学习的不足,提出了一种新的LS-SVM在线学习预测算法。将该算法应用于煤矿瓦斯预测中,并与实际数据和其他相关算法进行了比较,证明了该算法的有效性。
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引用次数: 7
A new approach in discrete chaos system control by differential evolution Algorithm 差分进化算法在离散混沌系统控制中的应用
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618260
Fei Gao, Jujang Lee
In this paper, a novel chaos control approach by differential evolution (DE) algorithm is proposed to control the inherent chaotic phenomenon in genetic algorithms. Firstly the new approach detects the dynamical behaviors of a new discrete chaos system with rational fraction in GA such as the extreme values and unstable periodic points. Secondly it directs the chaotic system to its unstable fix point from any initial point by global controlling factors {Uk} solved self-adaptively by DE. Thirdly it proposes a multi-model solution for chaos control through DE to stabilize the system on its unstable fix point. Simulation results are further presented to show the effectiveness and performance of the put method.
针对遗传算法中固有的混沌现象,提出了一种基于差分进化算法的混沌控制方法。该方法首先检测具有有理分数的新型离散混沌系统的动态行为,如极值和不稳定周期点。其次,通过微分方程自适应求解全局控制因子{Uk},将混沌系统从任意初始点引导到不稳定不动点。第三,提出了通过微分方程求解混沌控制的多模型解,使系统稳定在不稳定不动点上。仿真结果进一步验证了该方法的有效性和性能。
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引用次数: 1
Research on the SWF-net-based modeling technology of Virtual Enterprise workflow 基于swf -net的虚拟企业工作流建模技术研究
Pub Date : 2008-07-13 DOI: 10.1109/INDIN.2008.4618303
Dejun Chen, Heng Huang, C. Ji
The basic work process of virtual enterprise was extracted by analyzing the general process of the organization and operation of virtual enterprise in this paper. The method of large-scale workflow network be decomposed into small-scale workflow network was put forward through the introduction of SWF-net theory. Taking the collaborative product design and manufacturing in manufacturing virtual enterprise as an example, the workflow network was modeled and decomposed by using of workflow analysis method based on SWF-net, and the soundness of sub-workflow networks and joint workflow network were analyzed. This workflow analysis method provides a solution for the analysis of large-scale virtual enterprise workflow, which has great theoretical and practical significance.
本文通过分析虚拟企业组织运作的一般流程,提炼出虚拟企业的基本工作流程。通过引入swf网络理论,提出了将大型工作流网络分解为小型工作流网络的方法。以制造业虚拟企业协同产品设计与制造为例,采用基于SWF-net的工作流分析方法对工作流网络进行建模和分解,分析了子工作流网络和联合工作流网络的健健性。该工作流分析方法为大规模虚拟企业工作流分析提供了一种解决方案,具有重要的理论和现实意义。
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引用次数: 3
期刊
2008 6th IEEE International Conference on Industrial Informatics
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