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Synergistic-ANN Recognizers for monitoring and Diagnosis of Multivariate Process Shift Patterns

Synergistic-ANN Recognizers for Monitoring and Diagnosis of ...

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international conference of Soft Computing and Pattern Recognition (SOCPAR)

作者： Ibrahim Masood Adnan Hassan Faculty of mechanical and manufacturing engineering Universiti Tun Hussein Onn Malaysia Batu Pahat Malaysia Faculty of mechanical engineering Universiti Teknologi Malaysia Skudai Malaysia

An intelligent control chart pattern recognition system is essential for efficient monitoring and diagnosis process variation in automated manufacturing environment. Artificial neural networks (ANN) have been applied for automated recognition of control chart patterns since the last 20 years. In early study, the development of control chart patterns recognizers was mainly based on generalized-ANN model. There has been an increasing trend among researchers to move beyond generalized recognizer particularly for addressing complex recognition tasks. However, the existing works mainly focus on univariate process cases. This paper aims to investigate an effective synergistic-ANN model for on-line monitoring and diagnosis multivariate process patterns. The recognition performances of a generalized-ANN and the parallel distributed ANN recognizers for learning dynamic patterns of multivariate process patterns were discussed.

关键词： Pattern recognition monitoring Design optimization Printing Integer linear programming Constraint optimization Testing Containers computer applications Laboratories

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Estimation Based distributed QoS Pricing and Scheduling for Elastic Internet Services

Estimation Based Distributed QoS Pricing and Scheduling for ...

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international conference on Developments in eSystems Engineering (DESE)

作者： G. Abbas A. K. Nagar H. Tawfik J. Y. Goulermas Intelligent and Distributed Systems Laboratory University of Liverpool UK Intelligent and Distributed Systems Laboratory Liverpool Hope University UK Electrical Engineering and Electronics University of Liverpool UK

We present a State Estimation based Internet traffic flow control system where the objective is to maximize the aggregate bandwidth utility of network sources over their transmission rates. The network links and sources are viewed as processors of distributed computation and the control mechanism is based on estimation and optimization framework to solve the dual problem. The novelty of our approach is that it allows network sources to estimate link bandwidth prices, based on the network state, rather than depending on the continuous price feedback from the network links. This is primarily to reduce the computational and communicational overhead of the routing process and to enable efficient resource allocation. The estimation framework also serves as network Management System to control hardware malfunctions, improves network monitoring and eliminates anomalies, such as measurement noise another discrepancies between network system models that typically leads to poor network performance. The approach is validated using two case studies in congestion and rate control which demonstrate favorable results in terms of enhanced data delivery with fewer packet losses and retransmissions. Moreover, our improved optimization framework in turn improves on network stability and responsiveness by allowing reduced buffer occupancy over congested links, which further enables low packet loss and low service delays.

关键词： Pricing Web and internet services State estimation Bandwidth Processor scheduling IP networks Communication system traffic control control systems Aggregates computer networks

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monitoring High-Quality Wine Production using Wireless Sensor Networks

Monitoring High-Quality Wine Production using Wireless Senso...

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Annual Hawaii international conference on System Sciences (HICSS)

作者： G. Anastasi O. Farruggia G. Lo Re M. Ortolani Department of Information Engineering University of Pisa Pisa Italy Department of Computer Engineering University of Palermo Palermo Italy

This work reports the experience on the design and deployment of a WSN-based system for monitoring the productive cycle of high-quality wine in a Sicilian winery. Besides providing the means for pervasive monitoring of the cultivated area, the project described here is aimed to support the producer in ensuring the overall quality of their production, in terms of accurate planning of interventions in the field, and preservation of the stored product. Wireless Sensor Networks are employed as the sensing infrastructure of a distributed system for the control of a prototypal productive chain; nodes have been deployed both in the field and in the cellar, where wine aging is performed, and data is collected at a central unit in order to perform inferences that suggest timely interventions that preserve the grapes' quality.

关键词： Wireless sensor networks Pipelines computerized monitoring Design engineering Production planning Data mining History Data analysis intelligent sensors Production systems

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intelligent self-describing power grids

Intelligent self-describing power grids

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CIRED 2009 - The 20th international conference and Exhibition on Electricity Distribution - Part 2

作者： Andrea Schröder Armin Schnettler Bernhard Schowe-von der brelie Iñaki Laresgoiti José Antonio López FGH e.V. - Germany Fundación LABEIN - Spain

In the development of the Web, semantics are seen as a central key to enable and to support smarter forms of collaboration and process control. In this context, semantics may be essential to manage future power systems with significant share of power generated by distributed energy resources in an intelligent way - as required in the framework of smart grid designs. The EU funded project S-TEN (intelligent self-describing technical and environmental networks) lays foundations for advanced monitoring systems and sensors by applying semantic Web technologies, Web services and rule-bases to potentially constantly changing networks composed of network components ranging from simple sensors to complex plants such as combined heat and power plants. This paper goes beyond the paper presented in the CIRED 2007 conference [1] and will present the results of the now finished S-TEN project (***) featuring the work being done to develop and use technologies designed to provide functionalities required by future power grids.

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intelligent self-describing power grids

Intelligent self-describing power grids

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CIRED 2009 - 20th international conference and Exhibition on Electricity Distribution - Part 1

作者： Andrea Schroder Bernhard Schowe-Von Der Brelie Inaki Laresgoiti Jose Antonio Lopez Armin Schnettler FGH Mannheim e.V. Germany Fundación LABEIN Spain

ISBN: (纸本)9781849191265

In the development of the Web, semantics are seen as a central key to enable and to support smarter forms of collaboration and process control. In this context, semantics may be essential to manage future power systems with significant share of power generated by distributed energy resources in an intelligent way - as required in the framework of smart grid designs. The EU funded project STEN (intelligent Self-describing Technical and environmental Networks) lays foundations for advanced monitoring systems and sensors by applying Semantic Web technologies, Web Services and rule-bases to potentially constantly changing networks composed of network components ranging from simple sensors to complex plants such as combined heat and power plants. This paper goes beyond the paper presented in the CIRED 2007 conference [1] and will present the results of the now finished S-TEN project (***) featuring the work being done to develop and use technologies designed to provide functionalities required by future power grids.

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WSN Architectures for intelligent Transportation Systems

WSN Architectures for Intelligent Transportation Systems

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New Technologies, Mobility and Security (NTMS)

作者： Mounib Khanafer Mouhcine Guennoun Hussein T. Mouftah School of Information Technology and Engineering University of Ottawa Ottawa ONT Canada

The emergence of, and advancement in, integrated digital circuitry technology along with the development of efficient software algorithms made it possible to build small, lightweight wireless nodes equipped with embedded processors, sensors and radio transceivers. By densely deploying these nodes, in a highly distributed manner, we can build a Wireless Sensor Network (WSN). In this network, sensors collaborate in monitoring physical parameters or environmental conditions, such as temperature, sound, vibration, etc. Sensor nodes frequently report the data they capture to a central collection unit that analyses the data and takes appropriate actions if needed. intelligent Transportation Systems (ITSs) emerged as a potential candidate for benefiting from the unique features and capabilities of WSNs. In ITSs, transportation infrastructure is supported with the ingenious achievements of computer and information technology to resolve severe situations like traffic congestion and cope with emergency conditions like major accidents. In this paper, we study the requirements for an efficient WSN architecture for ITSs, survey the WSN architectures proposed for this type of applications highlighting their strengths and weaknesses, and shed light on future directions in this field of research.

关键词： intelligent transportation systems Wireless sensor networks intelligent sensors computer architecture Acoustic sensors Temperature sensors Integrated circuit technology Embedded software Software algorithms Radio transceivers

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AEEC-Adaptive and Energy Efficient Clustering Algorithm for Content Based Wireless Sensor Networks

AEEC-Adaptive and Energy Efficient Clustering Algorithm for ...

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international Symposium on computer Science and its Applications, CSA

作者： Otgonchimeg Buyanjargal Youngmi Kwon Department of Information and Communications Engineering Chungnam National University Daejeon South Korea

ISBN: (纸本)9781424449453;9781424449460

Wireless sensor network (WSN) has increasingly been used for many applications such as building distributed systems, military applications, remote environmental monitoring and target tracking among others. This has been enabled by the availability, particularly in recent years, of sensors that are smaller, cheaper and intelligent. However, sensor nodes operate on limited battery power, energy usage is a very important concern in a WSN. There has been significant research focus that revolves around harvesting and minimizing energy. In this paper, we propose a modified algorithm of Low Energy Adaptive Clustering Hierarchy (LEACH) protocol for Content based WSNs. Our modified protocol called AEEC (Adaptive and Energy Efficient Clustering) algorithm is aimed at prolonging the lifetime of a sensor network by balancing energy usage of the nodes in content based WSNs. AEEC makes the nodes with more residual energy have more chances to be selected as cluster head. Hence, we avoided single node failure due to maximize connectivity of network. We compared the performance of our AEEC algorithm with the LEACH protocol using simulations.

关键词： Energy efficiency Clustering algorithms Wireless sensor networks intelligent sensors Routing protocols Power engineering and energy Batteries Wireless communication Bandwidth Energy consumption

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The real-time networked data gathering systems based on EtherCAT

The real-time networked data gathering systems based on Ethe...

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2009 international conference on environmental Science and Information Application Technology

作者： Lei Wang computer Science and Technology Henan Polytechnic University Henan,Jiaozuo 454000,PR China Junyan Qi computer Science and Technology Henan Polytechnic University Henan,Jiaozuo 454000,PR China

distributed control systems have been growing explosively and the Field-bus technology has been widely employed for networked data gathering ***,few Fieldbus is real time down to the I(Input)/O(Output) level and most of them have a large number of *** this paper we introduce a novel high-speed industry Ethernet bus known as EtherCAT into data gathering system.A networked data gathering system based on EtherCAT is achieved and the experimental results indicate the system can perform well in real-time data transmission.

关键词： Fieldbus EtherCAT data gathering real-time

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The establishment and application of urban environment information system based on MAPGIS:a case study on Jiaozuo city

The establishment and application of urban environment infor...

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2009 international conference on environmental Science and Information Application Technology

作者： Zheng Ji-dong College of resources and environment Henna polytechnic university Jiaozuo,China LUO Li-ping Engineering Design and Research Institute The Second Artillery Beijing,China

In order to keep dynamic monitoring on the resources and environment on major environmental problems in Jiaozuo city and based on MAPGIS,an urban environment information system(UEIS)was established and applied in this *** UEIS is a type of spatial environment information system,based on regional urban ecosystem,it input such relative data as population,economy,resources and environment into computer by its spatial location or geographic coordinates,then save,refresh,inquiry and search,model analysis,display,printing and drawing output *** provided an effective method to the regional urban environmental *** the UEIS,the design and development of model base and its management system hold the main part for the integration of the whole system and the decision analysis depend on the relative environmental *** models displayed important role in the analysis,analogue,assessment,prediction and optimization of raw *** design and development of model base mainly include environment assessment,prediction,planning management models and corresponding model base management *** UEIS included following subsystems—the resources and environment basic information management system,the resources and environment dynamic monitoring information management system,the ambient air pollution control system and the water environmental pollution control *** order to input and output mass storage of data related to society,economy,resources and environment hold in this system conveniently and rapidly,and doing decision and simulate work supported by multi-source of information,this UEIS makes full use of the tool software MAPGIS and the existing poly environmental software,thus it perfects the function of environment management and control,import and output,spatial analysis and decision *** UEIS achieved the following targets,first,it can do the daily jobs such as the save,refresh,inquiry and search,statistic and analysis,

关键词： urban environmental information system (UEIS) database model base establishment and application

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Designed of Remotely monitoring System of Great Warehouse based on CAN Bus

Designed of Remotely Monitoring System of Great Warehouse ba...

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international conference on MultiMedia and Information Technology

作者： Lu, Guoqing Gao, Guojiang Hu, Liqiang Hao, Ronghua Liu, Dongmei Hebei Univ Sci & Technol Inst Informat Sci & Engn Shijiazhuang 050018 Hebei Peoples R China shijiazhuang Railway Inst Coll Elect & Elect Engn Shijiazhuang 050043 Hebei Peoples R China shijiazhuang Railway Inst Coll Econ & Management Shijiazhuang 050043 Hebei Peoples R China

ISBN: (纸本)9780769535562

It presentes a new method of the monitoring and controling system for the great warehouse. The method uses CAN bus and ethernet to design a distributed control structure with multi-level subsystem. It can be accessed into the INTERNET to control several centralized warehouses remotely in real time. The host computer and the monitoring computer can be synchronous controled through the CAN bus so that the parameters such as temperature and humidity can be get, modified and displayed not only from the host computer but also from the monitoring computer as well as the function of the fire alarm.

关键词： can bus monitoring System Great Warehouse

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