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Ensemble Learning-based Electricity Price Forecasting for Smart Grid Deployment

by Bijay Neupane
"... In a deregulated electricity market, forecasting electricity prices is essential to help stakeholders with the decision making process. Electricity price forecasting is an inherently difficult problem due to its special characteristics of dynamicity and nonstationarity. Further deployment of the sma ..."
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of the smart grid for power distribution en-ables a two-way communication between the supplier and the consumer. This en-ables the supplier to price the energy based on the consumption feedback from the consumer, and the consumer can schedule their consumption behavior to achieve optimal utilization. In our

978-1-4673-5157-7/13/$31.00 c©2013 IEEE Artificial Neural Network-based Electricity Price Forecasting for Smart Grid Deployment

by Bijay Neupane, Kasun S. Perera, Zeyar Aung, Wei Lee Woon
"... Abstract—A deregulated electricity market is one of the keystones of up-and-coming smart grid deployments. In such a market, forecasting electricity prices is essential to helping stakeholders with the decision making process. Electricity price forecasting is an inherently difficult problem due to i ..."
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Abstract—A deregulated electricity market is one of the keystones of up-and-coming smart grid deployments. In such a market, forecasting electricity prices is essential to helping stakeholders with the decision making process. Electricity price forecasting is an inherently difficult problem due

Regulatory Policies and Case Studies

by Smart Grid Legislative , 2011
"... information presented in this overview is based on a report of emerging smart grid deployments and plans ..."
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information presented in this overview is based on a report of emerging smart grid deployments and plans

Privacy-friendly aggregation for the smart-grid. Privacy Enhancing Technologies

by Klaus Kursawe, George Danezis, Markulf Kohlweiss , 2011
"... Abstract. The widespread deployment of smart meters for electricity gas and water consumption to modernise the electricity systems, has been associated with privacy concerns. In this paper, we present protocols that can be used to privately compute aggregate meter measurements, allowing for fraud an ..."
Abstract - Cited by 46 (5 self) - Add to MetaCart
and leakage detection as well as further statistical processing of meter measurements, without revealing any additional information about the individual meter readings. 1 Introduction. Smart-grid deployments are actively promoted by many governments, including the United States as well as the European Union

Achieving Accountability in Smart Grid

by Jing Liu, Yang Xiao, Senior Member, Jingcheng Gao
"... Abstract—Smart grid is a promising power infrastructure that is integrated with communication and information technologies. Nevertheless, privacy and security concerns arise simultaneously. Failure to address these issues will hinder the modernization of the existing power system. After critically r ..."
Abstract - Cited by 3 (2 self) - Add to MetaCart
reviewing the current status of smart grid deployment and its key cyber security concerns, the authors argue that accountability mechanisms should be in-volved in smart grid designs. We design two separate accountable communication protocols using the proposed architecture with certain reasonable

Smart Grid and its Development Prospects In the Asia-Pacific Region

by Gurlin Singh Lamba
"... The purpose of this paper is to explain the importance of Smart Grid Deployment in Asia-Pacific region. The paper throws the light on various problems and challenges related to electricity grids that are faced in Asia-Pacific region and the solution to manage those problems by adopting the vision of ..."
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The purpose of this paper is to explain the importance of Smart Grid Deployment in Asia-Pacific region. The paper throws the light on various problems and challenges related to electricity grids that are faced in Asia-Pacific region and the solution to manage those problems by adopting the vision

Self-Organised Key Management for the Smart Grid

by Foivos F. Demertzis, Georgios Karopoulos, Christos Xenakis
"... Abstract. As Smart Grid deployments emerge around the world, their protection against cyberattacks becomes more crucial. Before protective measures are put into place, one of the main factors to be considered is key management. Smart Grid poses special requirements compared to traditional networks; ..."
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Abstract. As Smart Grid deployments emerge around the world, their protection against cyberattacks becomes more crucial. Before protective measures are put into place, one of the main factors to be considered is key management. Smart Grid poses special requirements compared to traditional networks

Working Paper #70 Smart-Grid Policies: An International Review

by Marilyn A. Brown, Shan Zhou, Dr. Marilyn, A. Brown, D. M. Smith Building , 2012
"... The electric power systems of many industrialized nations are challenged by the need to accommodate distributed renewable generation, increasing demands of a digital society, growing threats to infrastructure security, and concerns over global climate disruption. The “smart grid ” – with a two-way ..."
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-way flow of electricity and information between utilities and consumers – can help address these challenges, but various financial, regulatory, and technical obstacles hinder its rapid deployment. An overview of experiences with smart-grids policies in pioneering countries shows that many governments have

1On the impact of SmartGrid metering infrastructure on load forecasting

by Mahnoosh Alizadeh, Anna Scaglione, Zhifang Wang
"... Abstract—Accurate real-time load forecasting is essen-tial for the reliable and efficient operation of a power system. Assuming that the number of electrical vehicles will increase substantially in the near future, the load profiles of the system will become too volatile and un-predictable for the c ..."
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the full statistical information. This model offers an example of the potential impact of the smart metering infrastructure currently being deployed. I.

The Secretary, acting through the Assistant Secretary of the Office of Electricity Delivery and Energy

by unknown authors , 1302
"... established in section 1303, shall, after consulting with any interested individual or entity as appropriate, no later than one year after enactment and every two years thereafter, report to Congress concerning the status of smart grid deployments nationwide and any regulatory or government barriers ..."
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established in section 1303, shall, after consulting with any interested individual or entity as appropriate, no later than one year after enactment and every two years thereafter, report to Congress concerning the status of smart grid deployments nationwide and any regulatory or government
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