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To integrate wind and solar energy in electric systems, new technologies, such as energy storage and demand response, have been proposed to increase system flexibility. Control approaches and market rules are being developed accordingly to better manage these resources in multiple time scales. Therefore, models and software tools capable of performing hourly scheduling, intra-hour dispatch, and automatic...
Matlab is a high-performance language for scientific and technical computing. It integrates computation, visualization, and programming in an environment which provides many specific toolboxes. Different toolboxes can be used in corresponding areas, such as math, control theory, economics. We described the design of the Leontief input-output model toolbox which can simulate the trajectories of input...
According to the chaotic and non-linear characters of power load data, the model of artificial neural networks ANN based on Lyapunov exponents was established. The time series matrix was established according to the theory of phase-space reconstruction, and then Lyapunov exponents was computed to determine time delay and embedding dimension. Then artificial neural networks algorithm was used to predict...
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