Jian Li

Beijing Institute of Technology

5 South Zhongguancun street

Center for Energy and Environmental Policy Researc

Beijing, 100081

China

  • Beijing Institute of Technology

SCHOLARLY PAPERS

5

DOWNLOADS

95

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

A Lightweight Multi-Modal Model for Short-Term Solar Irradiance Prediction Based on Knowledge Distillation Strategy

Number of pages: 36 Posted: 13 Dec 2023
Yunfei Zhang, Jun SHEN, Jian Li, Xu Chen and Danyang Liu
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 46 (887,590)

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Solar irradiance prediction, Lightweight model, Multi-modal learning, Knowledge distillation, Deep learning

2.

Multiple Cross-Attention and Multi-Task Learning Based Model for Multi-Energy Load Forecasting with Hybrid Time Granularities

Number of pages: 35 Posted: 03 Jun 2024
Yunfei Zhang, Jun SHEN, Jian Li, Dawei He, Xu Chen and Danyang Liu
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 20 (1,167,001)

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Multi-energy load forecasting, Hybrid time granularities, Deep learning, Multi-task learning, Cross-attention

3.

Dominant Factor Identification and Fast Optimization of Carnot Battery by Integrating Shap and Physics-Guided Neural Network

Number of pages: 38 Posted: 04 Apr 2025
Yunfei Zhang, Jian Li, Mingzhe Yu, Xu Chen, Xingying Chen and Jun SHEN
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Hohai University and Beijing Institute of Technology
Downloads 12 (1,260,938)

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Carnot battery, Physics-guided neural network, SHAP, Dominant factor identification, Optimization method

4.

Study on Off-Design Performance of Supercritical Co2 Cycles Coupled with Single-Tank Thermal Energy Storage Under Variable Heat Source Temperatures and Partial Loads

Number of pages: 37 Posted: 16 Nov 2024
Zhoulei He, Jingze Yang, Mohan Cheng, Jian Li and Hong Yao
Huazhong University of Science and Technology, Huazhong University of Science and Technology, Huazhong University of Science and Technology, Beijing Institute of Technology and Huazhong University of Science and Technology
Downloads 11 (1,271,358)

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Supercritical CO2 cycle, Off-design performance, Thermal energy storage utilization, Peak-shaving scenarios, Thermodynamic performance.

5.

Design of Optimal Waste Heat Recovery System for Compressed Air Energy Storage Considering Various System Layouts and Working Fluid Types

Number of pages: 42 Posted: 12 May 2025
Xu Chen, Jian Li, Yunfei Zhang, Mingzhe Yu, Yujie Zhang, Xingying Chen and Jun SHEN
Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Harbin Normal University, Hohai University and Beijing Institute of Technology
Downloads 6 (1,318,635)

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Waste heat, Multi-objective optimization, Compressed air energy storage, Zeotropic mixture, Organic Rankine Cycle