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An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
作者:  Yang, Dongchuan;  Guo, Ju-E;  Sun, Shaolong;  Han, Jing;  Wang, Shouyang
收藏  |  浏览/下载：120/0  |  提交时间：2022/04/02
Short-term load forecasting  Bivariate empirical mode decomposition  Decomposition-ensemble approach  Reconstruction  Bayesian optimization  Long short-term memory network  
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:  Heng, Jiani;  Hong, Yongmiao;  Hu, Jianming;  Wang, Shouyang
收藏  |  浏览/下载：102/0  |  提交时间：2022/04/02
Probabilistic and deterministic wind speed  forecasting  Wind characteristic information  Probability density functions  Generalized Gaussian process  Pseudo-Likelihood  
Modeling deep decarbonization: Robust energy policy and climate action 期刊论文
APPLIED ENERGY, 2020, 卷号: 262, 页码: 3
作者:  Duan, Hongbo;  Rogel, Joeri;  Veysey, Jason;  Wang, Shouyang
收藏  |  浏览/下载：123/0  |  提交时间：2020/05/24
A multi-scale method for forecasting oil price with multi-factor search engine data 期刊论文
APPLIED ENERGY, 2020, 卷号: 257, 页码: 12
作者:  Tang, Ling;  Zhang, Chengyuan;  Li, Ling;  Wang, Shouyang
收藏  |  浏览/下载：144/0  |  提交时间：2020/05/24
Big data  Search engine data  Google trends  Multivariate empirical mode decomposition  Oil price forecasting  
Carbon emissions of cities from a consumption-based perspective 期刊论文
APPLIED ENERGY, 2019, 卷号: 235, 页码: 509-518
作者:  Mi, Zhifu;  Zheng, Jiali;  Meng, Jing;  Zheng, Heran;  Li, Xian;  Coffman, D'Maris;  Woltjer, Johan;  Wang, Shouyang;  Guan, Dabo
收藏  |  浏览/下载：183/0  |  提交时间：2019/04/02
Consumption-based accounting  Production-based accounting  Embodied CO2 emissions  City  Input-output model  
A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载：131/0  |  提交时间：2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm