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检索条件"任意字段=International Conference on Grid Computing and Applications"

共 8969 条记录，以下是71-80 订阅

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Empowering Local Renewable Energy Initiatives: A Cost-Effective Micro Weather Station with Cloud Connectivity and Mobile Monitoring

Empowering Local Renewable Energy Initiatives: A Cost-Effect...

引用

Integrated Circuits and Communication Systems (ICICACS), IEEE international conference on

作者： Saurav Suman Srilashmii Veeraraghavan Krithika Suresh Vivek Raj Yadav Haiagreva P Anand R Ramprabhakar Dept of EEE ASE Amrita Vishwa Vidyapeetham Bangalore India

ISBN: (数字)9798331508456

ISBN: (纸本)9798331508463

The increasing use of green energy requires precise weather information for effective operation of renewable energy sources. As for weather stations, they give standard meteorological information, which is not quite accurate enough for renewable energy forecasting at a specific site. This paper introduces a new microweather station system to address this issue gap by providing accurate, effective, and location-specific real-time information for estimating the potential of renewable energies. The system incorporated the application of highly innovative sensor technologies as well as an IoT system that allows for accurate tracking of small-scale weather conditions in specific areas; the adoption of cloud computing; and innovation in the use of mobile apps. The suggested solution allows stakeholders to leverage readily available information for defining energy systems development strategies, grid planning, and overall environmental responsibilities. It is obvious that localized weather data is crucial to the effective dispatch of solar, wind, and other renewable energy technologies, with relevance identified in a world that is increasingly trending towards sustainable energy solutions. The results of the live data received are then converted into graphs and line plots. Also, the real-time data is represented in the form of meters for digital values, which provides a user-friendly environment and easy representation of data. ThingSpeak allows users to monitor and analyze live data effectively, ensuring a better understanding and developing strategic planning for the local weather data.

关键词： Cloud computing Wind Technological innovation Accuracy Strategic planning Real-time systems Mobile applications Monitoring Standards Meteorology

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Decentralized Microgrid Energy Management: A Cooperative Game Approach for Peer-to-Peer Energy Trading

Decentralized Microgrid Energy Management: A Cooperative Gam...

引用

international conference on Green Energy and applications (ICGEA)

作者： Son Tran Thanh Anh Nguyen-Tuan Hung Ta-Xuan Tuyen Nguyen Duc Hirotaka Takano Dept. Electrical Engineering School of EEE Hanoi Uni. of Science and Technology Hanoi Vietnam Dept. Electrical Electronic and Computer of Engineering Faculty of Engineering Gifu Univerisity Science and Technology Gifu Japan

ISBN: (数字)9798331530778

ISBN: (纸本)9798331530785

This article introduces an innovative platform for microgrids (MGs) that enables active energy trading both with the main power grid and directly among MGs. By facilitating Peer-to-Peer (P2P) energy trading, the proposed platform ensures mutually beneficial outcomes, particularly in the presence of advanced energy resources such as Battery Energy Storage Systems (BESSs) and Demand Response Programs (DRPs). From the perspective of power systems, P2P energy trading enhances local energy balancing and promotes self-sufficiency within MG networks. Unlike traditional noncooperative game models, where participants act independently, this study adopts a cooperative game approach that aligns with the autonomous and self-interested nature of MGs. Numerical simulations validate the effectiveness of the platform, demonstrating that MGs can engage in energy trading while achieving economic benefits. Fur-thermore, the platform determines optimal pricing and energy trading volumes, ensuring that participants gain measurable eco-nomic advantages in the P2P market. Additionally, technologies such as BESSs and DRPs significantly enhance energy sharing among MGs, thereby improving overall system efficiency and sustainability.

关键词： Biological system modeling Volume measurement Games Microgrids Pricing Particle measurements Peer-to-peer computing Sustainable development Optimization Resilience

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Proceedings of the 7th IEEE/ACM international conference on grid computing, grid 2006

Proceedings of the 7th IEEE/ACM International Conference on ...

引用

7th IEEE/ACM international conference on grid computing, grid 2006

ISBN: (纸本)1424403448

The proceedings contain 49 papers. The topics discussed include: QoS-constrained stochastic workflow scheduling in enterprise and scientific grids;resource discovery techniques in distributed desktop grid environments;overhead analysis of grid workflow applications;workflow global computing with YML;run-time optimization of grid workflow applications;a gridFTP overlay network service;YA: fast and scalable discovery of idle CPUs in a P2P network;fault-aware scheduling for bag-of-tasks applications on desktop grids;QoS support for workflows in a volatile grid;using workflow for dynamic security context management in grid-based applications;flexible and secure logging of grid data access;multi-replication with intelligent staging in data-intensive grid applications;a QoS-aware heuristic algorithm for replica replacement;and operating system support for space application in grid storage systems.

关键词： Semantics

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Hybrid Machine Learning Model for Solar Energy Prediction

Hybrid Machine Learning Model for Solar Energy Prediction

引用

international conference on Computer and Automation Engineering, ICCAE

作者： Likhasit Phaengsomsri Ke Xu Xuzhe Ma Yibo Zhang Huadong Mo School of Engineering & Technology University of New South Wales Canberra Australia School of Electrical Engineering and Telecommunications University of New South Wales Sydney Australia Faculty of Engineering University of Sydney Sydney Australia School of Systems and Computing University of New South Wales Canberraa Australia

ISBN: (数字)9798331533816

ISBN: (纸本)9798331533823

The increasing global energy demand necessitates sustainable energy solutions to mitigate the adverse effects of fossil fuels. Solar energy, harnessed through Photovoltaic (PV) systems, offers a viable alternative, but its variability poses integration challenges with the power grid. This study proposes a hybrid machine learning (ML) model combining Multi-Layer Perceptron Neural Network (MLPNN) for pattern recognition, Decision Tree (DT) for feature selection, and Bayesian Optimization for hyperparameter tuning to improve solar energy output prediction. Using historical meteorological data from a PV system in Canberra, Australia, the model identified solar irradiance as the most influential feature, with temperature, wind speed, and time contributing unique information. Results demonstrate that while the MLPNN achieved superior prediction accuracy, the hybrid model reduced training time by 30 % with a comparable RMSE, MSE, and $\mathbf{R}^{2}$ . These findings highlight a trade-off between accuracy and efficiency, suggesting the hybrid model for real-time applications and the MLPNN for accuracyfocused tasks. This research provides a practical framework for enhancing solar energy prediction systems.

关键词： Training Accuracy Wind speed Computational modeling Machine learning Predictive models Feature extraction Data models Bayes methods Optimization

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Proceedings of the 6th international Workshop on Middleware for grid computing, MGC'08, held at the ACM/IFIP/USENIX 9th international Middleware conference

Proceedings of the 6th International Workshop on Middleware ...

引用

6th international Workshop on Middleware for grid computing, MGC'08, held at the ACM/IFIP/USENIX 9th international Middleware conference

ISBN: (纸本)9781605583655

The proceedings contain 11 papers. The topics discussed include: dynamic self-scheduling for parallel applications with task dependencies;Cyclotron: a secure, isolated virtual cycle-scavenging grid in the enterprise;a group membership service for large-scale grids;Pastrygrid: decentralisation of the execution of distributed applications in desktop;extending XACML authorisation model to support policy obligations handling in distributed applications;a tool for isolating performance in general-purpose operating systems;a new multi-objective optimization scheme for grid resource allocation;resource use pattern analysis for opportunistic grids;heuristic for resources allocation on utility computing infrastructures;exception handling patterns for hierarchical scientific workflows;and using clouds to address grid limitations.

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Proceedings: First international conference on e-Science and grid computing e-Science 2005

Proceedings: First International Conference on e-Science and...

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1st international conference on e-Science and grid computing, e-Science 2005

ISBN: (纸本)0780394631

The proceedings contain 77 papers. The topics discussed include: a grid environment for data integration of scientific databases;putting Semantics into e-Science and grids;the challenge of volunteer computing with lengthy climate model simulations;a BLAST service built on data indexed overlay network;application modeling and representation for automatic grid-enabling of legacy applications;development of chemistry portal for grid-enabled molecular science;a platform for distributed analysis of neuroimaging data on global grids;analysis of the ATLAS Rome production experience on the LHC computing grid;the evolving grid deployment and operations model within EGEE, LCG and gridPP;multiple temporal consistency states for dynamical verification of upper bound constraints in grid workflow systems;enhancing scientific workflows with secure shell functionality in UNICORE grids;and cost-based scheduling of scientific workflow applications on utility grids.

关键词： Database systems

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Proceedings - 13th ACM/IEEE international conference on grid computing, grid 2012

Proceedings - 13th ACM/IEEE International Conference on Grid...

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13th ACM/IEEE international conference on grid computing, grid 2012

ISBN: (纸本)9780769548159

The proceedings contain 24 papers. The topics discussed include: a decentralized periodic replication strategy based on knapsack problem;a distributed cache for Hadoop distributed file system in real-time cloud services;a sequential cooperative game theoretic approach to storage-aware scheduling of multiple large-scale workflow applications in grids;allocating resources for workflows running under authorization control;an adaptive heuristic approach to service selection problems in dynamic distributed systems;automatic SLA matching and provider selection in grid and cloud computing markets;designing and deploying a scientific computing cloud platform;energy-aware scheduling algorithm with duplication on heterogeneous computing systems;minimizing cost of virtual machines for deadline-constrained MapReduce applications in the cloud;and OddCI-Ginga: a platform for high throughput computing using digital TV receivers.

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e-Science 2006 - Second IEEE international conference on e-Science and grid computing

e-Science 2006 - Second IEEE International Conference on e-S...

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e-Science 2006 - 2nd IEEE international conference on e-Science and grid computing

ISBN: (纸本)0769527345

The proceedings contain 152 papers. The topics discussed include: benefits of e-science for the physiome project;grid enabling data de-duplication;emerging technologies and applications for e-science;grid based flood prediction virtual organization;complex dynamics in the plankton: computational science applied to the world's oceans;national grid initiatives: lessons learned and recommendations;dynamic infrastructure for systems level science;from bioinformatics towards e-bioscience;grid organizational memory: a versatile solution for ontology management in the grid;interactive workflows in a virtual laboratory for e-bioscience: the SigWin-Detector Tool for gene expression analysis;adapting and evaluating commercial workflow engines for e-science;communication over a secured heterogeneous grid with the griddLeS runtime environment;and domain based access control model for distributed collaborative applications.

关键词： grid computing

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Proceedings of the 3rd international Workshop on Middleware for grid computing, MGC'05, Held at the ACM/IFIP/USENIX international Middleware conference

Proceedings of the 3rd International Workshop on Middleware ...

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3rd international Workshop on Middleware for grid computing, MGC'05, Held at the ACM/IFIP/USENIX international Middleware conference

ISBN: (纸本)1595932690

The proceedings contain 16 papers. The topics discussed include: strategies for storage of checkpointing data using non-dedicated repositories on grid systems;scalable grid service discovery based on UDDI;building adaptable cache services;autonomic management of J2EE edge servers;the implementation of the BSP parallel computing model on the integrade grid middleware;managing jobs with an interpreted language for dynamic adaptation;application deployment using catallactic grid middleware;SP2A: a service-oriented framework for P2P-based grids;accurate autonomous accounting in peer-to-peer grids;peer-to-peer resource discovery in mobile grids;hierarchical self-scheduling for MPI applications executing in computational grids;hierarchical submission in a grid environment;grid middleware portal infrastructure;and SVgrid: a secure virtual environment for untrusted grid applications.

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2nd international conference on Networks for grid applications, gridNets 2008

2nd International Conference on Networks for Grid Applicatio...

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2nd international conference on Networks for grid applications, gridNets 2008

ISBN: (纸本)3642020798

The proceedings contain 28 papers. The special focus in this conference is on Networks for grid applications. The topics include: UDTv4: Improvements in performance and usability;Automatic network services aligned with grid application requirements in CARRIOCAS project: (invited paper);communication contention reduction in joint scheduling for optical grid computing: (Invited paper);Experimental demonstration of a self-organized architecture for emerging grid computing applications on OBS testbed;Joint scheduling of tasks and communication in WDM optical networks for supporting grid computing;Manycast service in optical burst/packet switched (OBS/OPS) networks (invited paper);OBS/GMPLS Interworking Network with Scalable Resource Discovery for Global grid computing: (Invited Paper);providing QoS for anycasting over optical burst switched grid networks;a paradigm for reconfigurable processing on grid;erratum to: Networks for grid applications (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, (2009), 2, 10.1007/978-3-642-02080-3);the measurement and modeling of a P2P streaming video service;SCE: grid environment for scientific computing;qoS differentiated adaptive scheduled optical burst switching for grid networks;principles of service oriented operating systems;preliminary resource management for dynamic parallel applications in the grid;Performance evaluation of a SLA negotiation control protocol for grid networks;performance assessment architecture for grid;report on gridnets 2008;Implementation and Evaluation of DSMIPv6 for MIPL;grid management: Data model definition for trouble ticket normalization;Extension of resource management in SIP;economic model for consistency management of replicas in data grids with OptorSim simulator;a video broadcast architecture with server placement programming.

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