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Zhe Chen

Aalborg University

SCHOLARLY PAPERS

13

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622

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17

Scholarly Papers (13)

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1.

Data-Driven Dynamic State Estimation Framework Using a Koopman Operator-Based Linear Predictor

Number of pages: 13 Posted: 24 Sep 2024
Yang Deyou, Han Gao, Zhe Chen, Yanling Lv, Jin Ma and Lixin Wang
Harbin University of Science and Technology, Harbin University of Science and Technology, Aalborg University, Harbin University of Science and Technology, The University of Sydney and affiliation not provided to SSRN
Downloads 97 (704,534)

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Koopman operator, data-driven, linear predictor, extended dynamic mode decomposition with control (EDMDc), dynamic state estimation (DSE)

2.

Physical-Model-Free Intelligent Energy Management for a Grid-Connected Hybrid Wind-Microturbine-Pv-Ev Energy System Via Deep Reinforcement Learning Approach

Number of pages: 35 Posted: 13 May 2022
Bin Zhang, Weihao Hu, Xiao Xu, Tao Li, Zhenyuan Zhang and Zhe Chen
Aalborg University, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University
Downloads 71 (867,774)

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Neural network, deep reinforcement learning, energy management, Microgrid, Renewable energy

3.

Dc Protection Coordination for Multi-Terminal Hb-Mmc-Based Hvdc Grids

Number of pages: 10 Posted: 23 Aug 2022
Seyed Hassan Ashrafi Niaki, Zhe Chen, Birgitte Bak-Jensen, Kamran Sharifabadi, Zhou Liu and Shuju Hu
Aalborg University, Aalborg University, Aalborg University, Equinor ASA, affiliation not provided to SSRN and Chinese Academy of Sciences (CAS)
Downloads 66 (907,769)
Citation 3

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DC protection coordination, multi-terminal HVDC grids, voltage source converter (VSC), DC fault, MMC converter

4.

A Hybrid Data-Driven Method for Low-Carbon Economic Energy Management Strategy in Electricity-Gas Coupled Energy Systems Based on Transformer Network and Deep Reinforcement Learning

Number of pages: 31 Posted: 21 Apr 2022
Bin Zhang, Weihao Hu, Xiao Xu, Zhenyuan Zhang and Zhe Chen
Aalborg University, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University
Downloads 66 (907,769)
Citation 2

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Deep reinforcement learning, neural network, energy management system, integrated energy system, low-carbon

5.

Dynamic Estimation Of Load-Side Equivalent Inertia By Using Data-Driven Method

Number of pages: 8 Posted: 26 Oct 2023
Yunlu Li, Shuang Guo, Haixin Wang, Junyou Yang and Zhe Chen
Shenyang University of Technology, Shenyang University of Technology, Shenyang University of Technology, Shenyang University of Technology and Aalborg University
Downloads 59 (970,490)

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data-driven, load-side inertia, equivalent inertia, inertia estimation, system aggregation

6.

Probabilistic Wind Power Forecasting for Newly-Built Wind Farm Based on Multi-Task Gaussian Process Method

Number of pages: 30 Posted: 27 Dec 2022
Qishu Liao, Di Cao, Zhe Chen, Frede Blaabjerg and Weihao Hu
affiliation not provided to SSRN, affiliation not provided to SSRN, Aalborg University, Aalborg University and University of Electronic Science and Technology of China (UESTC)
Downloads 57 (989,921)

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Wind power forecasting, Gaussian process, point forecasting, probabilistic forecasting, multi-task learning

7.

Variational Autoencoder-Based Learning Intrinsic Periodic-Trend Representations for Short-Term Load Forecasting

Number of pages: 21 Posted: 09 Jan 2025
Deyou Yang, Zihao Zhang, Han Gao, Anton V. Prokhorov, Zhe Chen and Yanling Lv
Harbin University of Science and Technology, Harbin University of Science and Technology, Harbin University of Science and Technology, Tomsk Polytechnic University, Aalborg University and Harbin University of Science and Technology
Downloads 46 (1,109,210)

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Periodic-trend representations, Variational autoencoders, variational inference, Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM) networks

8.

Coordinated Carbon Capture Systems and Power-to-Gas Dynamic Economic Energy Dispatch Strategy for Electricity-Gas Coupled Systems Considering System Uncertainty: An Improved Soft Actor-Critic Approach

Number of pages: 30 Posted: 19 Aug 2022
Bin Zhang, Xuewei Wu, Amer M. Y. M. Ghias and Zhe Chen
Aalborg University, Aalborg University, affiliation not provided to SSRN and Aalborg University
Downloads 45 (1,133,231)
Citation 12

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Deep reinforcement learning, prioritized experience replay, soft actor-critic, low-carbon and economic dispatch, electricity-gas coupled system

9.

Hierarchical Koopman Technique for Nonlinear Power System Inertia and Modal Identification

Number of pages: 10 Posted: 12 Dec 2025
guiqing Ma, Haixin Wang, Mingchao Xia, Hassan Bevrani, Zhe Chen, Gen Li and Junyou Yang
Shenyang University of Technology, Shenyang University of Technology, Shenyang University of Technology, University of Kurdistan, Aalborg University, Technical University of Denmark and Shenyang University of Technology
Downloads 35 (1,290,922)

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Real-time inertia estimation, hierarchical Koopman-based framework, Modal identification, ambient data, interconnected power systems

10.

Medium-Frequency and Sub-Synchronous Oscillation Analysis of Direct-Drive Wind Farms Connected to the Parallel Compensated Ac Grid

Number of pages: 9 Posted: 29 Sep 2022
Bingbing Shao, Qi Xiao, Xiaoxiao Meng, Pingping Han, Zilong Miao, Wei Ma, Frede Blaabjerg and Zhe Chen
Hefei University of Technology, Hefei University of Technology, Hefei University of Technology, Hefei University of Technology, Hefei University of Technology, affiliation not provided to SSRN, Aalborg University and Aalborg University
Downloads 33 (1,277,121)

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direct-drive wind farm, medium-frequency oscillation, oscillation interaction, parallel compensated, sub-synchronous oscillation

11.

Low-Carbon Optimization Strategy of Integrated Energy System Based on Eh Coupling Matrix Under Mtec-Idr Mechanism

Number of pages: 13 Posted: 18 Jun 2024
Yanjun Jing, Mingming Liang, Haixin Wang, Zihao Yang, Gen Li, Fausto Pedro Garcia Marquez, Junyou Yang and Zhe Chen
Shenyang University of Technology, Shenyang University of Technology, Shenyang University of Technology, Shenyang University of Technology, Technical University of Denmark, University of Castilla-La Mancha - Ingenium Research Group, Shenyang University of Technology and Aalborg University
Downloads 23 (1,411,822)

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Multi-level thermal energy couplingintegrated energy system integrated demand responseenergy hub

12.

Fault Line Detection in Distribution Networks Leveraging Dynamic Mode Decomposition-Based Dynamic Contribution Factors

Number of pages: 22 Posted: 22 Jul 2025
Deyou Yang, Hongda Dong, Han Gao, Jin Ma and Zhe Chen
Harbin University of Science and Technology, Harbin University of Science and Technology, Harbin University of Science and Technology, The University of Sydney and Aalborg University
Downloads 17 (1,481,165)

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Distribution network, Dynamic Mode Decomposition (DMD), zero-sequence current, dynamic contribution factor (dCF), faulty line detection

13.

Stability Analysis of Power Oscillation Caused by Multiple Grid-Forming Converters Based on Interaction Energy Modelling

Number of pages: 28 Posted: 17 Apr 2026
Yaqi Shen, Zhuoyang Li, Yufeng Zhao, Qiang Fu, Tong Wang and Zhe Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University, Sichuan University, affiliation not provided to SSRN and Aalborg University
Downloads 7 (1,561,096)

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Grid-forming (GFM) converter, VSG control, Power oscillation stability, Interaction energy, Configuration principle