Data-driven Prediction Model Selection Considering Time Series Characteristics of Wind Speed

Author:

Bai Xinyu1,Xiao Shuangyue1,Liu Li1,Liu Shengchi1,Wang Yanping1

Affiliation:

1. School of Information Science and Engineering, Dalian Polytechnic University,Dalian,Liaoning,China,116034

Funder

Innovation Fund

Publisher

IEEE

Reference24 articles.

1. The position of coal in the world energy consumption structure;Li;China Coal,2006

2. A Hybrid Approach for Multi-Step Wind Speed Forecasting Based on Multi-Scale Dominant Ingredient Chaotic Analysis, KELM and Synchronous Optimization Strategy

3. Short-term wind speed prediction method based on time series combined with LS-SVM;Han;IEEE,2012

4. The Combined Forecasting Model of Gray Model based on Linear Time-Variant and ARIMA Model;Xia;IJRRAS,2013

5. Research on Short-term Wind Speed Forecasting Model Based on EEMD and LSTM;Chen;Software Engineer,2020

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