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检索条件"任意字段=International Conference on Computer Distributed Control and Intelligent Environmental Monitoring"

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Optimizing distributed Data Mining Applications Based on Object Clustering Methods

Optimizing Distributed Data Mining Applications Based on Obj...

引用

international conference on Parallel Computing in Electrical Engineering (PARLEC)

作者： V. Fiolet E. Laskowski R. Olejnik L. Masko B. Toursel M. Tudruj Laboratoire dInformatique Fondamentale de Lille LIFL UMR CNRS 8022 Universite des Sciences et Technologies de Lille USTL Lille France Institute of Computer Science University of Mons-Hainaut Mons Belgium Institute of Computer Science Polish Academy of Sciences Warsaw Poland

The exponential computational cost involved in traditional data mining methods enforces search for less complex new algorithms. Especially, data mining on grid is a challenge due to the lack of shared memory in grid computing, which puts special attention to communication optimization. The aim of the DisDaMin project (distributed data mining), described in the paper, is solving data mining problems by using new distributed algorithms intented for execution in grid environments. The DisDaMin implements intelligent fragmentation of data by clustering methods and asynchronous collaborative processing adjusted to grid environments. The DG-ADAJ environment provides adaptive control of distributed applications written in Java for desktop grid. It constitutes a component-based middleware, which allows for optimized distribution of applications on clusters of Java virtual machines, monitoring of application execution and dynamic online balancing of processing and communication. The DG-ADAJ system provides a middleware platform for desktop grid that could be used as a deployment base for DisDaMin algorithms. In this paper, we propose static object placement optimization algorithms for fragmentation of data in the DisDaMin project. The algorithms use DG-ADAJ's object clustering methods to provide optimized local processing on each node with minimized inter-node communication

关键词： Optimization methods Data mining Clustering methods Clustering algorithms Java Middleware Computational efficiency Grid computing distributed algorithms Machine intelligence

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Structural damage detection using wireless sensor-actuator networks

Structural damage detection using wireless sensor-actuator n...

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20th IEEE international Symposium on intelligent control, ISIC '05 and the13th Mediterranean conference on control and Automation, MED '05

作者： Chintalapudi, Krishna Johnson, Erik A. Govindan, Ramesh Department of Computer Science University of Southern California Los Angeles CA 90089-2531 Department of Civil and Environmental Engineering University of Southern California Los Angeles CA 90089-2531

ISBN: (纸本)0780389360

Structural health monitoring (SHM) is a wellestablished multi-disciplinary research field, in which the goal is to develop technologies and techniques to automatically detect, localize, and classify damage in large structures. This paper is focused, starting with a simple SHM problem and a simple structure, on how wireless sensor networking technologies can help advance SHM. Specifically, a distributed damage detection algorithm is developed based on shifted spectra of réponse at the sensor nodes. While damage detection using frequency shifts is fairly well-understood in the SHM community, the development here adheres to sensor network architectural principles: the technique is amenable to in-network processing and duty-cycling, and can be implemented on a long-running sensor network. The efficacy is demonstrated using simulations on structural models, and actual measurements on real, albeit simple, structures. ©2005 IEEE.

关键词： Failure (mechanical)

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Hierarchical stabilization control with upper level multi-agent based controller and lower level local controller

Hierarchical stabilization control with upper level multi-ag...

引用

13th international conference on intelligent Systems Application to Power Systems, ISAP'05

作者： Hiyama, Takashi Ohta, Tsuyoshi IEEE Kumamoto University Kumamoto 860-8555 Japan

ISBN: (纸本)1599750287

This paper presents a hierarchical stabilization control system with a multi-agent based upper level stabilization controller and a lower level local stabilization controller. Two types of intelligent agents are proposed to realize the proposed upper level stabilization controller: a monitoring agent for gathering required information to stabilize the target power system and a stabilization control agent(supervisor) which performs the actual stabilization control on the selected device. All the required information is distributed through computer networks. The lower level stabilization controller utilizes only local information monitored at the site of the controlled device. Whenever interferences of computer networks happen, the multi-agent based stabilization controller is not able to continue the proper control action to stabilize the target power system. Therefore, under such circumstances the control system is switched to the lower level local stabilization controller to continue the stabilization control. To demonstrate the efficiency of the proposed hierarchical stabilization control scheme, experimental studies have been performed on a 5kVA laboratory system with the Energy Capacitor System as an Energy Storage Device for the stabilization control. © 2005 ISAP.

关键词： Multi agent systems

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A distributed monitoring system for spinning-machine's spindle

A distributed monitoring system for spinning-machine's spind...

引用

3rd international conference on Mechatronics and Information Technology (ICMIT 05)

作者： Hong, Y Ping, Y Jian, PZ Univ Elect Sci & Technol China Sch Mech Engn Chengdu 610054 Sichuan Peoples R China

ISBN: (纸本)0819460737

As a key unit with textile coil process technology, spinning-machine's spindles composes of a braking switch, a three-phase current motor, rolling bearings and a rotary cup. Aiming at on line monitoring and fault diagnosis, a distributed monitoring system was proposed for real-time data collection and high-speed transmission. In this system, an IPC worked as an upper deck computer and many single chip processors served as bottom controllers that working status data collection and transmission can be conveniently conducted. With the features of bulk processing data and large quantities of controlled nodal points in a workshop condition, the distributed monitoring system was developed with adoption of particular approaches such as a distributed configuration with PCI bus for real time data collection and highspeed transmission, logic compression algorithm for data processing, etc. Therefore this system realizes reliable and high-speed bulk data collection, transmission and processing to meet needs of real-time monitor and control of spindle units.

关键词： spinning-machine's spindle distributed monitoring system data collection data transmission

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EAAR: An approach to environment adaptive application reconfiguration in sensor network

引用

1st international conference on Mobile Ad-hoc and Sensor Networks

作者： Zhang, DM Ma, HD Liu, L Tao, D Beijing Univ Posts & Telecommun Sch Comp Sci & Technol Beijing Key Lab Intelligent Telecommun Software & Beijing 100876 Peoples R China

ISBN: (纸本)3540308563

Application reconfiguration provides a powerful mechanism to adapt component-based distributed applications for changed environmental conditions. In this paper, we propose an effective environment adaptive application reconfiguration (EAAR) mechanism based on the feedback-loop concept of the control theory. Based on this mechanism, a pull-based paradigm is introduced to represent the sensing-judging-acting process in sensor networks. We utilize rule-based knowledge to analyze the change of environment, thus perform self-adaptive application reconfiguration efficiently. To demonstrate how EAAR mechanism works, we simulated a scenario of reconfiguring applications in sensor networks.

关键词： Telecommunication networks

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Agent-based control strategies for smart and safe vehicles

Agent-based control strategies for smart and safe vehicles

引用

2005 IEEE international conference on Vehicular Electronics and Safety

作者： Wang, Fei-Yue Chinese Academy of Sciences University of Arizona

ISBN: (纸本)0780394356

Since its inception around the mid of 1980s as the key concept and method in distributed artificial intelligence (DAI), agent or multigent systems have evolved and diversified rapidly, and become an established and promising research and application field which brings together and draws on results, concepts, and ideas from many disciplines, including artificial intelligence, computer science, sociology, economics, organization and management science, and philosophy. The success of agent systems has lead to a modern definition of DAI: the study, construction, and application of multiagent systems, that is, systems in which several interacting, intelligent agents pursue some set of goals or perform some set of tasks [1]. It is very interesting to note that the problem of air traffic control and conflict management was one of very first few application examples tried by agent technology [2], and today is still an interesting topics in agent research such as in the US Air Force Research Laboratory's AMBER project (see http://***/html/*** for more information). The distributed Vehicle monitoring Task (DVMT) was another earlier milestone in agent research and DAI history, where Lesser and Corkill introduced the concept of blackboards for the communication of data and goals by agents distributed geographically, and each is capable of sensing some portion of an overall area to be monitored [3, 4]. However, since the introduction of modern control, especially hierarchical control methods to urban traffic management problems, traditional control approaches based on functional decomposition prevail in both theoretical studies and practical applications [5]. Most current research works are focused more on developing hierarchical structures, analytical modeling, optimized algorithms that are effective for real-time traffic applications, as one can see from well-known traffic control systems such as CRONOS, OPAC, SCOOT, SCAT, PRODYN, RHODES [6, 7, 8]. Althou

关键词： Multi agent systems

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A holonic ontology-based multi-agent system for the distributed scheduling and monitoring of industrial processes

A holonic ontology-based multi-agent system for the distribu...

引用

international conference on Emerging Technologies and Factory Automation (ETFA)

作者： M. Georgoudakis A. Kalogeras C. Alexakos K. Charatsis S. Koubias Applied Electronis Lab Department of Electrical and Computer Engineering University of Patras Rio-Patras Greece Industrial Systems Institute Platani Patras Greece

This paper proposes a middleware architecture that serves as a framework for the management of industrial processes in an industrial grid environment. The proposed system is based on agents making possible the effective distribution of intelligence, thus fortifying the survivability of the industrial network, while a central point of monitoring and control allows agent monitoring. By the term `agent' we denote a piece of software which overviews a well-defined part of an industrial process, abides to rules, accepts inputs, issues reports and easily adapts to environmental changes. Utilizing key technologies like Web services, workflow allocation and ontologies, a scalable and highly adaptable architecture is achieved

关键词： Ontologies Multiagent systems Job shop scheduling monitoring Electrical equipment industry Middleware environmental management intelligent agent intelligent networks Industrial control

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Structural Damage Detection Using Wireless Sensor-Actuator Networks

Structural Damage Detection Using Wireless Sensor-Actuator N...

引用

IEEE international Symposium on intelligent control (ISIC)

作者： K. Chintalapudi E.A. Johnson R. Govindan Department of Computer Science University of Southern California Los Angeles CA USA Department of Civil and Environmental Engineering University of Southern California Los Angeles CA USA

Structural health monitoring (SHM) is a well-established multi-disciplinary research field, in which the goal is to develop technologies and techniques to automatically detect, localize, and classify damage in large structures. This paper is focused, starting with a simple SHM problem and a simple structure, on how wireless sensor networking technologies can help advance SHM. Specifically, a distributed damage detection algorithm is developed based on shifted spectra of response at the sensor nodes. While damage detection using frequency shifts is fairly well-understood in the SHM community, the development here adheres to sensor network architectural principles: the technique is amenable to in-network processing and duty-cycling, and can be implemented on a long-running sensor network. The efficacy is demonstrated using simulations on structural models, and actual measurements on real, albeit simple, structures

关键词： Wireless sensor networks computerized monitoring Costs Vibration measurement Sensor phenomena and characterization computer science Detection algorithms Frequency Buildings Marine vehicles

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Wireless ad-hoc control networks

Wireless ad-hoc control networks

引用

IEEE international conference on Industrial Informatics (INDIN)

作者： S. Bu F. Naghdy School of Electrical Computer and Telecommunication Engineering University of Wollongong Wollongong Australia

A new concept called wireless ad-hoc control networks (WACNets), designed for distributed and remote monitoring and control is suggested in this work. Such systems represent the next stage in the evolution of distributed control and monitoring. WACNet explores a framework for organic, evolutionary and scalable method of integrating a large number of nodes with sensing and/or actuation, local intelligence and control, data processing and communication capabilities. The concept is introduced and the design of the network is presented. As an essential element in the operation of WACNet, service discovery developed for WACNet will be described and progress made so far will be reported.

关键词： Communication system control intelligent sensors distributed computing Remote monitoring Ethernet networks Automatic control IEC standards Peer to peer computing Telecommunication control computer networks

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Hierarchical Design of distributed Fault Tolerant control Systems

Hierarchical Design of Distributed Fault Tolerant Control Sy...

引用

IEEE international Symposium on intelligent control (ISIC)

作者： M. Capiluppi A. Paoli Center for Research on Complex Automated Systems (CASY) Giuseppe Evangelisti DEIS Department of Electronic Computer Science and Systems University of Bologna and INFN Bologna Italy

This work deals with the description of a design procedure for hierarchical fault tolerant control (FTC) of large, distributed system. Following a functional perspective, a procedure for the modular design of the diagnostic and reconfiguration algorithms which run at different levels of the hierarchy is presented. The whole procedure is applied to an hydraulic benchmark system

关键词： Fault tolerant systems distributed control control systems Tree graphs Fault trees Fault tolerance Resource management Fault detection monitoring Algorithm design and analysis

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