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Incorporating Semantic Knowledge into Dynamic Data Processing for Smart Power Grids [chapter]

Qunzhi Zhou, Yogesh Simmhan, Viktor Prasanna
2012 Lecture Notes in Computer Science  
In this paper, we combine semantic web and complex event processing for stream based semantic querying.  ...  Further, we introduce and evaluate caching techniques to improve the response time for semantic event queries to meet our application needs and enable sustainable energy management.  ...  This work is supported by the Department of Energy under Award Number DE-OE0000192 and the Los Angeles Department of Water and Power.  ... 
doi:10.1007/978-3-642-35173-0_17 fatcat:wfcsba2p7rcdrpv4cywtzvhrym

Performance evaluation of integrated smart energy solutions through large-scale simulations

Terence Song, Dritan Kaleshi, Ran Zhou, Olivier Boudeville, Jing-Xuan Ma, Aude Pelletier, Idir Haddadi
2011 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm)  
In this paper, we describe the CLEVER simulator-a discrete-event simulator developed specifically for evaluating the performance of the ICT infrastructure of smart energy solutions at very large scales  ...  energy sources is both large and complex, involving many different sensing, measurement, and control devices.  ...  ACKNOWLEDGMENT The authors acknowledge the input received from domain experts of the CLEVER consortium, and in particular Ashley Pocock, Hazel Preston-Barnes, Mike Patterson, Christopher Osborne, Richard  ... 
doi:10.1109/smartgridcomm.2011.6102351 dblp:conf/smartgridcomm/SongKZBMPH11 fatcat:eikcd636kfgxvkjblmjzoriuyy

How Smart is the Grid? [article]

Ermanno Lo Cascio, Zhenjun Ma, François Maréchal
2020 arXiv   pre-print
The findings are likely to suggest the urgent need for multidisciplinary cooperation to wisely address engineering and ontological challenges gravitating around the smart grid concept.  ...  However, to understand the effective sustainability of complex grids, specific tools are required.  ...  In [7] , the authors reviewed the big data issues for the smart grid framework, highlighting challenges and opportunities.  ... 
arXiv:2006.04943v2 fatcat:j4msv64kwzdr5dgrrzzvayvola

Wireless Sensor Networks for Smart Grid Applications: A Case Study on Link Reliability and Node Lifetime Evaluations in Power Distribution Systems

Gurkan Tuna, V. Cagri Gungor, Kayhan Gulez
2013 International Journal of Distributed Sensor Networks  
Therefore, the relationship between node lifetime and link reliability in smart grid environments needs to be investigated.  ...  . (2) Neighbourhood area networks (NANs) carry information between customer premises and aggregation points. (3) Wide area networks (WANs) serve as the backbone for communication between the utility data  ...  Acknowledgment This work was supported by the European Union  ... 
doi:10.1155/2013/796248 fatcat:377re27uzvfwnbyfjcmdgjkwku

Semantic Information Integration for Smart Grid Applications [chapter]

Yogesh Simmhan, Qunzhi Zhou, Viktor Prasanna
2011 Green IT: Technologies and Applications  
In association with it, semantic complex event processing system will allow consumer and utility managers to easily specify and enact energy policies continuously.  ...  a rich ecosystem of Smart Grid applications from users, third party vendors, the utility and regulators.  ...  Sharma and Khaled Salem from the LA DWP for discussions and contributions.  ... 
doi:10.1007/978-3-642-22179-8_19 fatcat:oz432avxmzdk5lys5ih64etwwm

Semantic Information Modeling for Emerging Applications in Smart Grid

Qunzhi Zhou, Sreedhar Natarajan, Yogesh Simmhan, Viktor Prasanna
2012 2012 Ninth International Conference on Information Technology - New Generations  
In order for emerging Smart Grid applications to take advantage of the diverse data influx, extensible information integration is required.  ...  We show the semantic model facilitates information integration and knowledge representation for developing the next generation Smart Grid applications.  ...  ACKNOWLEDGMENT This work is supported by the Department of Energy under Award Number DE-OE0000192.  ... 
doi:10.1109/itng.2012.150 dblp:conf/itng/ZhouNSP12 fatcat:l7fdmxbet5gctmueu4ug5ujafq

OMNeT++ and mosaik: Enabling Simulation of Smart Grid Communications [article]

Jens Dede, Koojana Kuladinithi, Anna Förster, Okko Nannen and Sebastian Lehnhoff
2015 arXiv   pre-print
This will enable realistic simulation of communication network protocols and services for smart grid scenarios and on the other side, further development of communication protocols for smart grid applications  ...  The purpose of this paper is to bring these challenges up and to gather relevant experience and expertise from the OMNeT++ community.  ...  INTRODUCTION Smart grids have been identified as the most important development towards renewable energy production and usage.  ... 
arXiv:1509.03067v1 fatcat:lsmxtsfilfhuzgdonz5okasmgm

Fog Computing for Smart Grids: Challenges and Solutions [article]

Linna Ruan, Shaoyong Guo, Xuesong Qiu, Rajkumar Buyya
2020 arXiv   pre-print
However, with the emerging of mission-critical and delay-sensitive applications, traditional Cloud-based data processing mode becomes less satisfying.  ...  The use of Fog computing to empower the edge-side processing capability of Smart grid systems is considered as a potential solution to address the problem.  ...  Huge Amounts of Data Processing With the emerging of Smart grid infrastructures, various system data increases both in rate and amount, which brings high complexity and aggravates the burden for data processing  ... 
arXiv:2006.00812v3 fatcat:crujhzi3ebb47dleabpdtazxgq

Semantic management of Enterprise Integration Patterns: A use case in Smart Grids

Om P. Patri, Anand V. Panangadan, Vikrambhai S. Sorathia, Viktor K. Prasanna
2014 2014 IEEE 30th International Conference on Data Engineering Workshops  
We illustrate potential savings in messaging resources and automatic lifecycle management using real-world sensor data collected in a Smart Grid project.  ...  We then demonstrate this approach by considering the design of an application to connect mobile customers to Smart Power Grid companies (for the purpose of near real-time regulation of electricity usage  ...  We thank Facilities Management Services at University of Southern California for providing us with the energy consumption data of campus buildings.  ... 
doi:10.1109/icdew.2014.6818302 dblp:conf/icde/PatriPSP14 fatcat:zrugsygoqra6heeibkppylgbau

The New Frontier of Smart Grids

Xinghuo Yu, Carlo Cecati, Tharam Dillon, M. Simões
2011 IEEE Industrial Electronics Magazine  
Elizabeth Chang and Dr. Omar Hussain for discussions about this article and Dr. Ajendra Dwivedi for assistance in drawing the figures.  ...  These complex events should be decomposed into an aggregation of simpler events. n Abstraction of suitable events: Abstraction of the smart device information for event and information representation,  ...  FIGURE 10 - 10 Smart link between the utility grid and smart gateway. NIST conceptual model of SGs.  ... 
doi:10.1109/mie.2011.942176 fatcat:ocuonndpjbaqthsc7cd6ndbinm

Improved Short Term Energy Load Forecasting Using Web-Based Social Networks

Mehmed Kantardzic, Haris Gavranovic, Nedim Gavranovic, Izudin Dzafic, Hanqing Hu
2015 Social Networking  
short term load forecasting process in a smart grid.  ...  In this article, we are initiating the hypothesis that improvements in short term energy load forecasting may rely on inclusion of data from new information sources generated outside the power grid and  ...  Acknowledgements The author Haris Gavranovic would like to acknowledge the contribution of the COST Action TD1207.  ... 
doi:10.4236/sn.2015.44014 fatcat:xtyco6dvrnakhckmeddaohb7ia

Integrating households into the smart grid

Andrea Monacchi, Dominik Egarter, Wilfried Elmenreich
2013 2013 Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES)  
The success of the Smart Grid depends on its ability to collect data from heterogeneous sources such as smart meters and smart appliances, as well as the utilization of this information to forecast energy  ...  In our analysis, we discuss requirements for collecting and integrating household data within smart grid applications.  ...  We would like to thank Kornelia Lienbacher and Lizzie Dawes for proofreading the paper.  ... 
doi:10.1109/mscpes.2013.6623318 fatcat:gpmogaca2zfmlijnur7zwis6sq

Educating the Smart Grid

Jeffrey S. Katz
2008 2008 IEEE Energy 2030 Conference  
of a smart grid, technology and architecture, and aspects for the enablement of alternative and distributed energy and plug-in hybrid electric vehicles.  ...  The smart grid is entering the era of practical pilot projects and readiness to scale. This has been the result of a movement in technology, regulation, and a learning process for all involved.  ...  Technologies such as complex event processing, analytics imported from other industries, mixed mode optimization, partner and ISV networks, and real-time system design are brought to bear to produce the  ... 
doi:10.1109/energy.2008.4780998 fatcat:ywd63vdetbbc3arfgnzuf4aaxu

Semantic smart grid services: Enabling a standards-compliant Internet of energy platform with IEC 61850 and OPC UA

Stjepan Sucic, Sebastian Rohjans, Wolfgang Mahnke
2013 Eurocon 2013  
framework for the Smart Grid.  ...  Large scale dissemination of power grid entities such as distributed energy resources (DERs), electric vehicles (EVs), and smart meters has provided diverse challenges for Smart Grid automation.  ...  A study conducted among experts in 2003 showed that OPC was the favorite technology for exchanging data and linking processes for 78% of the production systems and Manufacturing Execution System (MES)-  ... 
doi:10.1109/eurocon.2013.6625158 dblp:conf/eurocon/SucicRM13 fatcat:aogaps4wejfq5otnv7ipcde4bm

Models for the modern power grid

Pedro H.J. Nardelli, Nicolas Rubido, Chengwei Wang, Murilo S. Baptista, Carlos Pomalaza-Raez, Paulo Cardieri, Matti Latva-aho
2014 The European Physical Journal Special Topics  
This article reviews different kinds of models for the electric power grid that can be used to understand the modern power system, the smart grid.  ...  From this perspective, we then indicate possible ways to incorporate the diverse co-evolving systems into the smart grid model using, for example, network theory and multi-agent simulation.  ...  Section 2 focuses on the complex events that happen in the traditional grid. Section 3 deals with the challenges of building a dedicated communication network for smart grids.  ... 
doi:10.1140/epjst/e2014-02219-6 fatcat:kup5n2gmqjbkxij7en64p6ebpa
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