نتایج جستجو برای: keywords demand for electricity

تعداد نتایج: 11111047  

Journal: :International Journal of Forecasting 2022

Standard methods for forecasting electricity loads are not robust to cyberattacks on demand data, potentially leading severe consequences such as major economic loss or a system blackout. Methods required that can handle under these conditions and detect outliers would otherwise go unnoticed. The key challenge is remove many possible while maintaining enough clean data use in the regression. In...

2016
N. Ravi Kumar R. Kamalakannan

The advancement of hybrid energy resources such as solar and wind power leading to the emergence of customer owned grid. It provides an opportunity to regulars to obtain low energy costs as well as enabling the power supplier to regulate the utility grid. There is a need to develop smart systems that will automatically submit energy demand schedule and monitors energy price signals in real-time...

2010
Johanna L. Mathieu Ashok J. Gadgil

We describe a method to generate statistical models of electricity demand from Commercial and Industrial (C&I) facilities including their response to dynamic pricing signals. Models are built with historical electricity demand data. A facility model is the sum of a baseline demand model and a residual demand model; the latter quantifies deviations from the baseline model due to dynamic pricing ...

2003
Ross Baldick Sergey Kolos Stathis Tompaidis

We consider interruptible electricity contracts issued by a distributor of electricity, that allow for interruptions to electric service in exchange for either an overall reduction in the price of electricity delivered, or for financial compensation at the time of interruption. We provide an equilibrium model to determine electricity prices, based on stochastic models of supply and demand. In t...

2005
Afzal S. Siddiqui Emily S. Bartholomew Chris Marnay Afzal S Siddiqui Emily S Bartholomew

Regardless of the form of restructuring, deregulated electricity industries share one common feature: the absence of any significant, rapid demand-side response to the wholesale (or, spot market) price. For a variety of reasons, most electricity consumers still pay an average cost based regulated retail tariff held over from the era of vertical integration, even as the retailers themselves are ...

Journal: :IEEJ Transactions on Power and Energy 1987

2009
Deanna Hood

In the current economic, resource and carbon constrained climate, it is imperative that power distribution companies invest in only necessary network augmentation. However, with electricity demand growth over recent years doubling the electricity consumption growth, capital expenditure is following in a similar fashion relative to operational expenditure [1]. The need for greater infrastructure...

2016
Karl Anton Zach Hans Auer

Remarkably higher expected shares of variable renewable energy sources for electricity generation (RES-Electricity) than those available today will be a great challenge for the European power system. Bulk electricity storage technologies— that is, pumped hydro energy storage—are considered a key component while facing these future challenges. The conducted analysis is based on the modeling resu...

Population growth and industrial development cause the growth in electricity demand. Supply of this energy needs investment for installation of new power stations and more fuel consumption with different consequences. Furthermore, Demand side management is an approach to rationalize and reduce the rate of demand growth. With attention to the cause and effect nature in energy sector, interaction...

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