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Qiong Zhou

Qingdao University

No. 308 Ning Xia Road

Qingdao, 266071

China

  • Qingdao University

SCHOLARLY PAPERS

3

DOWNLOADS

373

TOTAL CITATIONS

16

Scholarly Papers (3)

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1.

Improving the Bi-Lstm Model with Xgboost and Attention Mechanism: A Combined Approach for Short-Term Power Load Prediction

Number of pages: 20 Posted: 23 May 2022
Yeming Dai, Qiong Zhou, Mingming Leng, Xinyu Yang and Yanxin Wang
Qingdao University - School of Business, Qingdao University, Lingnan University, Qingdao University and Qingdao University
Downloads 183 (413,774)
Citation 5

Abstract:

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Power load forecasting, Attention mechanism, Bidirectional long-short term memory network, Extreme gradient boosting, Weighted grey relational projection algorithm

2.

LOWESS Smoothing and Random Forest Based GRU Model: A Short-Term Photovoltaic Power Generation Forecasting Method

Number of pages: 18 Posted: 18 Nov 2021
Yeming Dai, Yanxin Wang, Xinyu Yang and Qiong Zhou
Qingdao University - School of Business, Qingdao University, Qingdao University and Qingdao University
Downloads 109 (649,907)
Citation 11

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photovoltaic power generation, Prediction, Locally Weighted Scatterplot Smoothing, Random Forest, Gated recurrent unit

3.

Short-Term Photovoltaic Power Generation Forecasting with Lowess Smoothing, Feature Selection, and Optimized Bigru

Number of pages: 26 Posted: 01 Mar 2023
Yeming Dai, Yanxin Wang, Mingming Leng, Xinyu Yang and Qiong Zhou
Qingdao University - School of Business, Qingdao University, Lingnan University, Qingdao University and Qingdao University
Downloads 81 (796,622)

Abstract:

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Photovoltaic power generation, Prediction, LOWESS smoothing, Correlation analysis, Random forest, BiGRU