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Yingjun Ruan

Tongji University

1239 Siping Road

Shanghai, 200092

China

  • Tongji University

SCHOLARLY PAPERS

2

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63

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Scholarly Papers (2)

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1.

An Innovative Deep Reinforcement Learning Framework for Integrated Energy System Scheduling Optimization Considering Year-Around Load Variance

Downloads 41 (837,727)

An Innovative Deep Reinforcement Learning Framework for Integrated Energy System Scheduling Optimization Considering Year-Around Load Variance

Number of pages: 34 Posted: 01 Apr 2025
Qingrong Liu, Hao Shen, Fanyue Qian, Yuting Yao, Hua Meng, Yuan Gao, Tingting Xu and Yingjun Ruan
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, University of Tokyo, Tongji University and Tongji University
Downloads 41 (1,196,631)

Abstract:

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Integrated energy system, deep reinforcement learning, optimizing dispatch, load clustering, expert knowledge

2.

Interpretable Multi-Feature District Building Energy Consumption Prediction Model: Based on Dual Attention Mechanism and Spatiotemporal Graph Convolutional Network

Number of pages: 31 Posted: 14 Apr 2025
Yingjun Ruan, Yamei Ma, Tingting Xu, Yuting Yao, Hua Meng, Fanyue Qian, Chaoliang Wang and Wei Liu
Tongji University, Tongji University, Tongji University, Tongji University, Tongji University, Tongji University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,436,435)

Abstract:

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district building energy consumption prediction, spatiotemporal graph convolutional, attention mechanism, feature difference, interpretability