A Symmetric Block Resampling Method to Generate Energy Time Series Data

2021 22nd IEEE International Conference on Industrial Technology (ICIT)(2021)

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摘要
Energy modeling frequently relies on time series data, whether observed or forecasted. This is particularly the case, for example, in capacity planning models that use hourly production and load data forecasted to occur over the coming several decades. This paper addresses the attendant problem of performing sensitivity, robustness, and other post-solution analyses using time series data. We propo...
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关键词
Wind energy generation,Analytical models,Sensitivity,Time series analysis,Stochastic processes,Predictive models,Robustness
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