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Short-term load forecasting is always a popular topic in electric power industry because of its essentiality in energy system planning and operation. In the deregulated power system, the increase for a few percentages in the prediction accuracy would bring benefits worth of millions of dollars, which makes load forecasting become more important than ever before. This paper focuses on the short-term...
In a power system covering large geographical area, a single forecasting model for overall load of the whole region sometimes can not guarantee satisfactory forecasting accuracy. One of the major reasons is because the existence of load diversity, usually caused by weather diversity. In such a system, multi-region load forecasting will be a feasible and effective solution to provide more accurate...
The development of wind generation has rapidly progressed over the last decade. With the advance in wind turbine technologies, wind energy has become competitive with other fuel-based generation resources. The fluctuation of wind, however, makes it difficult to optimize the use of wind power generation. Current practice ignores the possible available capacity of the wind generation during the unit...
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