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CASIA OpenIR
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Probabilistic Prediction of Solar Generation Based on Stacked Autoencoder and Lower Upper Bound Estimation Method 会议论文
, 线上, 19 – 24th July, 2020
作者:  Pan, Cheng;  Tan, Jie
浏览  |  Adobe PDF(1379Kb)  |  收藏  |  浏览/下载：178/50  |  提交时间：2020/09/25
Short-Term Solar Power Generation Forecasting Via Continuous Conditional Random Fields 会议论文
, Chengdu, China, China, 6-9 Dec. 2019
作者:  Pan, Cheng;  Tan, Jie;  Feng, Dandan
浏览  |  Adobe PDF(360Kb)  |  收藏  |  浏览/下载：186/51  |  提交时间：2020/09/25
continuous conditional random fields , solar generation forecasting , regularization  
Very Short-Term Solar Generation Forecasting Based on LSTM with Temporal Attention Mechanism 会议论文
, Chengdu, China, China, 6-9 Dec. 2019
作者:  Pan, Cheng;  Tan, Jie;  Feng, Dandan;  Li, Yi
浏览  |  Adobe PDF(441Kb)  |  收藏  |  浏览/下载：171/56  |  提交时间：2020/09/25
photovoltaic power prediction , Long Short-Term Memory (LSTM) , attention mechanism , machine learning , partial correlation analysis  
Day-Ahead Hourly Forecasting of Solar Generation Based on Cluster Analysis and Ensemble Model 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 期号: 7, 页码: 112921-112930
作者:  Pan, Cheng;  Tan, Jie
浏览  |  Adobe PDF(5875Kb)  |  收藏  |  浏览/下载：284/60  |  提交时间：2019/12/16
Cluster analysis  ensemble model  ridge regression  solar generation forecasting  
Identification of Power Quality Disturbance Sources using Gradient Boosting Decision Tree 会议论文
, Xi'an, China, China, 30 Nov.-2 Dec. 2018
作者:  Pan, Cheng;  Tan, Jie;  Feng, Dandan
浏览  |  Adobe PDF(423Kb)  |  收藏  |  浏览/下载：223/61  |  提交时间：2020/09/25
gradient boosting decision tree , power quality , identification , disturbance sources