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yongqian liu

North China Electric Power University

School of Business Administration,NCEPU

No. 2 Beinong Road, Changqing District

Beijing, 102206

China

  • North China Electric Power University

SCHOLARLY PAPERS

13

DOWNLOADS

498

TOTAL CITATIONS

1

Scholarly Papers (13)

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1.

A Low-Computational Physics-Guided Deep Learning Model for Wind Farm Flow Control Under Time-Varying Wind Conditions

Number of pages: 19 Posted: 13 Dec 2024
Shukai He, Hangyu Wang, jie yan, Cheng Tao, yongqian liu and Shuang Han
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 and North China Electric Power University
Downloads 72 (883,195)

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Wind farm flow control, time-varying wind condition, Clustering, physics-guided deep learning, control model

2.

Techno-Economic Feasible Region of Electrochemical Energy Storage Participating in the Day-Ahead Electricitymarket Trading

Downloads 71 (867,774)

Techno-Economic Feasible Region of Electrochemical Energy Storage Participating in the Day-Ahead Electricitymarket Trading

Number of pages: 33 Posted: 31 Oct 2024
Jie Yan, Dingchang Tan, Yamin Yan, Haoran Zhang, Shuang Han and yongqian liu
North China Electric Power University, North China Electric Power University, China University of Petroleum (Beijing) - Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Peking University, North China Electric Power University and North China Electric Power University
Downloads 28 (1,385,838)

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Energy storage, spot market, flexibility, techno-economic feasible region

Techno-Economic Feasible Region of Electrochemical Energy Storage Participating in the Day-Ahead Electricitymarket Trading

Number of pages: 33 Posted: 06 Nov 2024
Jie Yan, Dingchang Tan, Yamin Yan, Haoran Zhang, Shuang Han and yongqian liu
North China Electric Power University, North China Electric Power University, China University of Petroleum (Beijing) - Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Peking University, North China Electric Power University and North China Electric Power University
Downloads 24 (1,445,011)

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energy storage, spot market, flexibility, techno-economic feasible region

Techno-Economic Feasible Region of Electrochemical Energy Storage Participating in the Day-Ahead Electricitymarket Trading

Number of pages: 33 Posted: 29 Oct 2024
Jie Yan, Dingchang Tan, Yamin Yan, Haoran Zhang, Shuang Han and yongqian liu
North China Electric Power University, North China Electric Power University, China University of Petroleum (Beijing) - Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, Peking University, North China Electric Power University and North China Electric Power University
Downloads 19 (1,513,226)

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Energy storage, spot market, flexibility, techno-economic feasible region

3.

A Market-Based Real-Time Algorithm for Congestion Alleviation Incorporating Ev Demand Response in Active Distribution Networks

Number of pages: 29 Posted: 16 Sep 2023
Mohan Menghwar, Jie Yan, Yongning Chi, Muhammad Amin and yongqian liu
affiliation not provided to SSRN, North China Electric Power University, China Electric Power Research Institute, affiliation not provided to SSRN and North China Electric Power University
Downloads 62 (951,658)

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Real-time congestion management, Demand Response, Lyapunov optimization, EV charging scheduling, Market-based mechanism, distributed energy resources

4.

Pod-Rbf Wind Turbine Wake Model by Cfd and Analytical Data Fusing

Number of pages: 28 Posted: 24 Sep 2023
Li Li, Yulu Wu, Ning Li, Hang Meng, yongqian liu and Mingwei Ge
North China Electric Power University, affiliation not provided to SSRN, Ningxia University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 54 (1,052,702)

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wind turbine wake, multi-fidelity, data-driven

5.

Study on the Aerodynamic Characteristics of Spar and Semi-Submersible Type Floating Wind Turbines Under Dynamic Yaw

Number of pages: 18 Posted: 14 Jan 2024
Lijie Yuan, yongqian liu, Hang Meng, Guangxing Wu, Yunzhou Han and Guowei Qian
North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University, University of Tokyo and affiliation not provided to SSRN
Downloads 46 (1,121,190)

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Yaw misalignment, Floating offshore wind turbine, Wind turbine blade, Aerodynamic characteristics

6.

Overall Levelized Cost Modeling for Mobile Energy Storage in High Proportion Renewable Energy Scenario

Number of pages: 30 Posted: 25 Aug 2022
Jie Yan, Shan Liu, Yamin Yan, Haoran Zhang and yongqian liu
North China Electric Power University, North China Electric Power University, China University of Petroleum (Beijing) - Beijing Key Laboratory of Urban Oil and Gas Distribution Technology, University of Tokyo and North China Electric Power University
Downloads 46 (1,109,210)

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High proportion of renewable energy, Overall levelized cost, Mobile energy storage, Comparative analysis

7.

Study on the Active Yaw Control Effect on the Coupled System of Wind Turbine and Floating Platform for Floating Wind Turbines

Number of pages: 23 Posted: 30 Dec 2024
Lijie Yuan, yongqian liu, Hang Meng, Yan Li, Yunzhou Han and Guowei Qian
North China Electric Power University, North China Electric Power University, North China Electric Power University, Tianjin University, University of Tokyo and affiliation not provided to SSRN
Downloads 29 (1,332,057)

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active yaw control, floating wind turbine, aerodynamic characteristics, Wind turbine blade

8.

Neural Circuit Policy-Driven Spiking Neural Network: A Clustered and Lightweight Method for Wind Farm Condition Monitoring

Number of pages: 14 Posted: 18 Jul 2025
Xinjian Bai, yongqian liu, Shuang Han, Zijian Kang and Amir Rasekhi Nejad
North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University and Norwegian University of Science and Technology (NTNU)
Downloads 27 (1,399,036)
Citation 1

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Wind turbine, Predictive maintenance, Condition monitoring, Neural circuit policy, Spiking neural network, Lightweight network

9.

Research on Optimal Operation of Wind Turbines Based on Robust Model Predictive Control

Number of pages: 14 Posted: 18 Jul 2022
Zhang Jinhua, Liangyu Liu, yongqian liu, yuerong zhu and jie yan
North China University of Water Resources and Electric Power - School of Electric Power, North China University of Water Resources and Electric Power - School of Electric Power, North China Electric Power University, North China University of Water Resources and Electric Power and North China Electric Power University
Downloads 25 (1,385,945)

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Wind Turbine, RMPC, feedback control law, linear matrix inequality, disturbance invariant set

10.

A High-Fidelity Wake Model for Wind Turbines in Complex Terrain via Feature Transformation and Data-Driven Fusion

Number of pages: 25 Posted: 23 Mar 2026
Mingyang Zhang, Baoliang Li, Weiye Song, Yali Ouyang, Kaibo Wang and yongqian liu
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 and North China Electric Power University
Downloads 23 (1,411,822)

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Wind turbine wake, complex terrain, feature transformation, Deep learning

11.

Wind Turbine Wake Model for Complex Terrain with Varied Slopes

Number of pages: 23 Posted: 09 Jan 2026
Mingyang Zhang, Baoliang Li, Weiye Song, Yali Ouyang, Kaibo Wang and yongqian liu
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 and North China Electric Power University
Downloads 19 (1,481,165)

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Wind turbine wake, complex terrain, deep learning, large eddy simulation

12.

Dynamic Wake Model for Wind Farm Based on Flow Field Decomposition and Physics-Guided Neural Networks

Number of pages: 34 Posted: 12 Jun 2026
Mingyang Zhang, Kaibo Wang, Shukai He, Shuang Han and yongqian liu
North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 12

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Flow field decomposition, physics-guided, wind farm, dynamic wake

13.

A wind farm wake model based on streamwise-velocity-gradient parameterization of vertical Reynolds shear stress

Number of pages: 30 Posted: 10 Mar 2026
Mingyang Zhang, Yali Ouyang, Shuang Han, Li Li and yongqian liu
North China Electric Power University, North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 12 (1,534,404)

Abstract:

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Wind farm wake, Reynolds shear stress parameterization, Streamwise velocity gradient, Semi-infinite wind farm, Internal boundary layer, Large-eddy simulation