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Zuhan Zhang

North China Electric Power University

School of Business Administration,NCEPU

No. 2 Beinong Road, Changqing District

Beijing, 102206

China

SCHOLARLY PAPERS

5

DOWNLOADS

88

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

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

2.

EPMFL: A day-ahead electricity price forecasting framework based on multi-factors collaborative learning and dynamic interpretable loss

Number of pages: 39 Posted: 30 Jan 2026
North China Electric Power University, North China Electric Power University, Northeastern University at Qinhuangdao, North China Electric Power University and North China Electric Power University
Downloads 20 (1,491,251)

Abstract:

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Electricity Price Forecasting, Data Preprocessing, Collaborative Forecasting, Multi-feature Fusion Prediction

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

EPMFL: A day-ahead electricity price forecasting frameworkconsidering renewable-induced volatility based on multi-factorscollaborative learning and dynamic interpretable loss

Number of pages: 41 Posted: 12 Feb 2026
North China Electric Power University, North China Electric Power University, Northeastern University at Qinhuangdao, North China Electric Power University, North China Electric Power University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 6 (1,646,315)

Abstract:

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Electricity Price Forecasting, Data Preprocessing, Collaborative Forecasting, Multi-feature Fusion Prediction

EPMFL: A day-ahead electricity price forecasting frameworkconsidering renewable-induced volatility based on multi-factorscollaborative learning and dynamic interpretable loss

Number of pages: 41 Posted: 12 Feb 2026
North China Electric Power University, North China Electric Power University, Northeastern University at Qinhuangdao, North China Electric Power University, North China Electric Power University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 5 (1,646,315)

Abstract:

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Electricity Price Forecasting, Data Preprocessing, Collaborative Forecasting, Multi-feature Fusion Prediction

5.

Bidding Strategy for Electric Vehicles Participating in the Energy Frequency Regulation Market Based on Multi-Agent Reinforcement Learning

Number of pages: 20 Posted: 13 Feb 2026
North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 10 (1,548,648)

Abstract:

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electric vehicle, multi-agent reinforcement learning, energy market, frequency regulation market, bidding strategy