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Yeming Dai

Qingdao University - School of Business

Qingdao

China

SCHOLARLY PAPERS

8

DOWNLOADS

528

TOTAL CITATIONS

16

Scholarly Papers (8)

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 (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

Abstract:

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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
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

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 43 (1,145,425)

Abstract:

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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 (1,277,121)

Abstract:

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

6.

Cooperation or Not? Strategic Responses to Imbalance Pricing under Multi-Source Uncertainty

Number of pages: 35 Posted: 05 Sep 2025
Yeming Dai, Rongqing Yin and Mingming Leng
Qingdao University - School of Business, Qingdao University and Lingnan University
Downloads 32 (1,332,057)

Abstract:

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Multi-source uncertainties, Imbalance pricing, Stackelberg game, Cournot game, Cooperative game, Shapley value

7.

Real-Time Pricing Scheme for Power Market with Renewable Energy Considering Advertising Attractiveness

Number of pages: 36 Posted: 11 Apr 2023
Yeming Dai and Xilian Sun
Qingdao University - School of Business and Qingdao University
Downloads 23 (1,411,822)

Abstract:

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renewable energy, real-time pricing, advertising differential game, Stackelberg game

8.

A Novel Distributed P2p Energy Transaction Based on Blockchain and Ces

Number of pages: 30 Posted: 02 Mar 2023
Yeming Dai and Yuqing Yang
Qingdao University - School of Business and Shenzhen University
Downloads 23 (1,411,822)

Abstract:

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P2P energy transaction, cloud energy storage, Game theory, Renewable energy, blockchain