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Weican Liu

Nanyang Technological University

SCHOLARLY PAPERS

3

DOWNLOADS

111

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Epformer: Unlocking Day-Ahead Electricity Price Forecasting Accuracy Using the Time-Frequency Domain Feature Learning Strategy

Number of pages: 33 Posted: 30 May 2025
North China Electric Power University, Nanyang Technological University, North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 64 (980,173)

Abstract:

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Electricity Price Forecasting, Data Preprocessing, Encoder-Decoder Structure, Time and Frequency domain Feature Learning

2.

M2wllm: Multi-Modal Multi-Task Ultra-Short-Term Wind Power Prediction Algorithm Based on Large Language Model

Number of pages: 24 Posted: 31 May 2025
North China Electric Power University, Tsinghua University, North China Electric Power University, North China Electric Power University, Southeast University, Nanyang Technological University and North China Electric Power University
Downloads 35 (1,263,436)

Abstract:

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Wind Power Forecasting, Large Language Model, Multi-Modal Fusion, Few-Shot Learning

3.

Behavior Cloning-Enhanced Multi-Agent Proximal Policy Optimization for Day-ahead Spot Trading in Wind-Photovoltaic-Storage Systems

Number of pages: 25 Posted: 18 Apr 2026
North China Electric Power University, North China Electric Power University, North China Electric Power University, Nanyang Technological University, North China Electric Power University and North China Electric Power University
Downloads 12 (1,534,404)

Abstract:

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Wind-photovoltaic storage system, Spot market, BC-MAPPO, multi-agent reinforcement learning