Current status of hybrid structures in wind forecasting
作者： Mehrnaz Ahmadi , Mehdi Khashei
DOI: 10.1016/J.ENGAPPAI.2020.104133
关键词: Field (computer science) 、 Fossil fuel 、 Wind speed 、 Energy source 、 Industrial engineering 、 Component (UML) 、 Renewable resource 、 Data pre-processing 、 Computer science 、 Greenhouse gas 、 Wind power 、 Time horizon
摘要: … Accurate and precise wind speed and wind power forecasts are the most critical and influential factors in making desired and efficient managerial and operational decisions in the …
sci-hub.st 参考文章(275)
Hui Liu, Hong-qi Tian, Yan-fei Li, Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms Energy Conversion and Management. ,vol. 100, pp. 16- 22 ,(2015) , 10.1016/J.ENCONMAN.2015.04.057
Xiaohui Yuan, Chen Chen, Yanbin Yuan, Yuehua Huang, Qingxiong Tan, Short-term wind power prediction based on LSSVM–GSA model Energy Conversion and Management. ,vol. 101, pp. 393- 401 ,(2015) , 10.1016/J.ENCONMAN.2015.05.065
Hui Liu, Hongqi Tian, Xifeng Liang, Yanfei Li, New wind speed forecasting approaches using fast ensemble empirical model decomposition, genetic algorithm, Mind Evolutionary Algorithm and Artificial Neural Networks Renewable Energy. ,vol. 83, pp. 1066- 1075 ,(2015) , 10.1016/J.RENENE.2015.06.004
Emil B Iversen, Juan M Morales, Jan K Møller, Henrik Madsen, None, Short-term probabilistic forecasting of wind speed using stochastic differential equations International Journal of Forecasting. ,vol. 32, pp. 981- 990 ,(2016) , 10.1016/J.IJFORECAST.2015.03.001
Cristobal Gallego-Castillo, Alvaro Cuerva-Tejero, Oscar Lopez-Garcia, A review on the recent history of wind power ramp forecasting Renewable & Sustainable Energy Reviews. ,vol. 52, pp. 1148- 1157 ,(2015) , 10.1016/J.RSER.2015.07.154
Jie Yan, Yongqian Liu, Shuang Han, Yimei Wang, Shuanglei Feng, Reviews on uncertainty analysis of wind power forecasting Renewable & Sustainable Energy Reviews. ,vol. 52, pp. 1322- 1330 ,(2015) , 10.1016/J.RSER.2015.07.197
Hui Liu, Hong-qi Tian, Xi-feng Liang, Yan-fei Li, Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks Applied Energy. ,vol. 157, pp. 183- 194 ,(2015) , 10.1016/J.APENERGY.2015.08.014
Bri-Mathias Hodge, Austin Zeiler, Duncan Brooks, Gary Blau, Joseph Pekny, Gintaras Reklatis, Improved Wind Power Forecasting with ARIMA Models Computer-aided chemical engineering. ,vol. 29, pp. 1789- 1793 ,(2011) , 10.1016/B978-0-444-54298-4.50136-7
Yun Wang, Jianzhou Wang, Xiang Wei, A hybrid wind speed forecasting model based on phase space reconstruction theory and Markov model: A case study of wind farms in northwest China Energy. ,vol. 91, pp. 556- 572 ,(2015) , 10.1016/J.ENERGY.2015.08.039
Qinghua Hu, Rujia Zhang, Yucan Zhou, Transfer learning for short-term wind speed prediction with deep neural networks Renewable Energy. ,vol. 85, pp. 83- 95 ,(2016) , 10.1016/J.RENENE.2015.06.034