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China?s energy consumption and economic activity at the regional level 期刊论文
ENERGY, 2022, 卷号: 259, 页码: 12
作者:  Zheng, Jiali;  Feng, Gengzhong;  Ren, Zhuanzhuan;  Qi, Nengxi;  Coffman, D'Maris;  Zhou, Yunlai;  Wang, Shouyang
收藏  |  浏览/下载：81/0  |  提交时间：2023/02/07
China  Economic development  Energy consumption  Decomposition analysis  Regional value chains  
A novel two-stage seasonal grey model for residential electricity consumption forecasting 期刊论文
ENERGY, 2022, 卷号: 258, 页码: 18
作者:  Du, Pei;  Guo, Ju'e;  Sun, Shaolong;  Wang, Shouyang;  Wu, Jing
收藏  |  浏览/下载：95/0  |  提交时间：2023/02/07
Electricity consumption forecasting  Grey model  Seasonal factor  Error correction strategy  
Understanding the linkage-dependence structure between oil and gas markets: A new perspective 期刊论文
ENERGY, 2022, 卷号: 257, 页码: 18
作者:  Wei, Zhaohao;  Chai, Jian;  Dong, Jichang;  Lu, Quanying
收藏  |  浏览/下载：83/0  |  提交时间：2023/02/07
Oil and gas markets  Characteristic evolution  Intrinsic mechanism quantification  Non-parametric test  Multivariate GARCH-Copula  CEEMDAN-JADE-RT  
Conformalized temporal convolutional quantile regression networks for wind power interval forecasting 期刊论文
ENERGY, 2022, 卷号: 248, 页码: 16
作者:  Hu, Jianming;  Luo, Qingxi;  Tang, Jingwei;  Heng, Jiani;  Deng, Yuwen
收藏  |  浏览/下载：78/0  |  提交时间：2023/02/07
Wind power interval prediction  Temporal convolutional network  Conformalized quantile regression  
The impact of China's low-carbon transition on economy, society and energy in 2030 based on CO2 emissions drivers 期刊论文
ENERGY, 2022, 卷号: 239, 页码: 12
作者:  Shi, Huiting;  Chai, Jian;  Lu, Quanying;  Zheng, Jiali;  Wang, Shouyang
收藏  |  浏览/下载：152/0  |  提交时间：2022/04/02
CO2 emissions  Low-carbon economy  Transition impact  Bayesian network  
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy 期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
作者:  Yang, Wendong;  Sun, Shaolong;  Hao, Yan;  Wang, Shouyang
收藏  |  浏览/下载：220/0  |  提交时间：2022/04/02
Electricity price  Forecasting  Hybrid model  Model selection  Kernel-based extreme learning machine  
Multi-step-ahead wind speed forecasting based on a hybrid decomposition method and temporal convolutional networks 期刊论文
ENERGY, 2022, 卷号: 238, 页码: 22
作者:  Li, Dan;  Jiang, Fuxin;  Chen, Min;  Qian, Tao
收藏  |  浏览/下载：164/0  |  提交时间：2022/04/02
Wind speed forecasting  Ensemble patch transform  Complete ensemble empirical mode  decomposition  Temporal convolutional network  Hybrid method