default author photo

Xinyu Yang

Qingdao University

No. 308 Ning Xia Road

Qingdao, 266071

China

SCHOLARLY PAPERS

5

DOWNLOADS

454

TOTAL CITATIONS

16

Scholarly Papers (5)

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
Qingdao University - School of Business, Qingdao University, Lingnan University, Qingdao University and Qingdao University
Downloads 183
Citation 5

Abstract:

Loading...

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 111
Citation 11

Abstract:

Loading...

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
Qingdao University - School of Business, Qingdao University, Lingnan University, Qingdao University and Qingdao University
Downloads 81

Abstract:

Loading...

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

4.

Forecasting Power Load: A Hybrid Forecasting Method with Intelligent Data Processing and Optimized Artificial Intelligence

Number of pages: 12 Posted: 15 Dec 2021
Yeming Dai and Xinyu Yang
Qingdao University - School of Business and Qingdao University
Downloads 45

Abstract:

Loading...

Empirical mode decomposition, Minimal redundancy maximal relevance, Weighted gray relation projection algorithm, Second-order oscillation and repulsion particle swarm optimization, Power load forecasting

5.

Optimized Seq2seq Model Based on Multiple Methods for Short-Term Power Load Forecasting

Number of pages: 26 Posted: 29 Nov 2022
Yeming Dai, Xinyu Yang and Mingming Leng
Qingdao University - School of Business, Qingdao University and Lingnan University
Downloads 34

Abstract:

Loading...

Power load forecasting, attention mechanism, sequence to sequence, Bidirectional long-short term memory network, Bayesian Optimization