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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：53/0  |  提交时间：2023/02/07
Wind power interval prediction  Temporal convolutional network  Conformalized quantile regression  
An ADRC-based PID tuning rule 期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2021, 页码: 14
作者:  Zhong, Sheng;  Huang, Yi;  Guo, Lei
收藏  |  浏览/下载：130/0  |  提交时间：2022/04/02
active disturbance rejection control  extended state observer  MIMO non-affine uncertain system  proportional-integral-derivative  
Sample average approximation of CVaR-based hedging problem with a deep-learning solution 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 卷号: 56, 页码: 14
作者:  Peng, Cheng;  Li, Shuang;  Zhao, Yanlong;  Bao, Ying
收藏  |  浏览/下载：132/0  |  提交时间：2021/04/26
Conditional Value-at-Risk  Hedging strategies  Deep learning  Theoretical guarantee  Sample average approximation  Uniform convergence  
The Estimation Performance of Nonlinear Least Squares for Phase Retrieval 期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2020, 卷号: 66, 期号: 12, 页码: 7967-7977
作者:  Huang, Meng;  Xu, Zhiqiang
收藏  |  浏览/下载：132/0  |  提交时间：2021/04/26
Phase retrieval  estimation performance  nonlinear least squares  nonlinear Lasso  
A parameter formula connecting PID and ADRC 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 9, 页码: 13
作者:  Zhong, Sheng;  Huang, Yi;  Guo, Lei
收藏  |  浏览/下载：137/0  |  提交时间：2020/09/23
nonlinear uncertain systems  proportional-integral-derivative  PID  active disturbance rejection control  ADRC  extended state observer  ESO