avatar

陈欣

副教授
西安交通大学电气工程与自动化
xin.chen.nj (at) xjtu.edu.cn


About Me

教育经历：

科研经历：

研究方向/Research Interests

本科/研究生课程

科研项目

News

Publications

  1. SOC-Boundary and Battery Aging Aware Hierarchical Coordination of Multiple EV Aggregates Among Multi-stakeholders with Multi-Agent Constrained Deep Reinforcement Learning
    Xin Chen*
    PDF

  2. Spatio-temporal Patterns between ENSO and Weather-related Power Outages in the Continental United States
    Long Huo, Xin Chen*, Kaiwen Li, Fengying Cai, Jürgen Kurths
    PDF

  3. 1. Graph Embedding Dynamic Feature-based Supervised Contrastive Learning of Transient Stability for Changing Power Grid Topologies
    Zijian Lv, Xin Chen*, and Zijian Feng
    PDF

  4. 2. Deep Reinforcement Learning-Based Battery Conditioning Hierarchical V2G Coordination for Multi-Stakeholder Benefits
    Yubao Zhang, Xin Chen*, Yi Gu, Zhicheng Li, Wu Kai
    PDF

  5. 3. Transferable Deep Learning Power System Short-Term Voltage Stability Assessment with Physics-Informed Topological Feature Engineering
    Zijian Feng, Xin Chen*, Zijian Lv, Peiyuan Sun, Kai Wu
    PDF

  6. 4. Optimal Inter-area Oscillation Damping Control A Transfer Deep Reinforcement Learning Approach with Switching Control Strategy
    Siyuan Liang, Long Huo, Xin Chen*, Peiyuan Sun
    PDF

  7. 5. DIICAN Dual Time-scale State-Coupled Co-estimation of SOC, SOH and RUL for Lithium-Ion Batteries
    Ningbo Cai, Yuwen Qin, Xin Chen*, Kai Wu
    PDF

  8. 6. A Self-attention Knowledge Domain Adaptation Network for Commercial Lithium-ion Batteries State-of-health Estimation under Shallow Cycles
    Xin Chen*, Yuwen Qin, Weidong Zhao, Qiming Yang, Ningbo Cai, Kai Wu
    PDF

  9. 7.Remaining Useful Life Prediction Using Temporal Deep Degradation Network for Complex Machinery with Attention-based Feature Extraction
    Yuwen Qin, Ningbo Cai, Chen Gao, Yadong Zhang, Yonghong Cheng, Xin Chen*
    PDF

  10. 8. Higher-order motif-based time series classification for forced oscillation source location in power grids, Nonlinear Dynamics, 111, 20127–20138 (2023)
    Long Huo, Xin Chen*
    PDF

  11. 9. Rotor Angle Stability Prediction using Temporal and Topological Embedding Deep Neural Network Based on Grid-Informed Adjacency Matrix, Journal of Modern Power Systems and Clean Energy,
    P. Sun, L. Huo, X. Chen* and S. Liang,
    PDF Early Access

  12. 10. Collective Large-scale Wind Farm Multivariate Power Output Control Based on Hierarchical Communication Multi-Agent Proximal Policy Optimization, Renewable Energy, 219, 119479 (2023)
    Yubao Zhang, Xin Chen*, Sumei Gong, and Jiehao Chen,
    PDF

  13. 11. State of Health prediction of lithium-ion batteries based on temporal degeneration feature extraction with Deep Cycle Attention Network, Journal of Energy Storage, 65, 107367 (2023)
    Chenye Zou, Xin Chen*, Yadong Zhang,
    PDF

  14. 12. Power network uniqueness and synchronization stability from a higher-order structure perspective, Physica D Nonlinear Phenomena, 443, 133557(2023)
    H. Liu, X. Chen*, L. Huo, C. Niu
    PDF

  15. 13. Impact of inter-network assortativity on robustness against cascading failures in cyber–physical power systems, Reliability Engineering & System Safety 217, 108068,(2022)
    H. Liu, X. Chen*, L. Huo, Y. Zhang, C. Niu

  16. 14. The waiting-time distribution for network partitions in cascading failures in power networks, Physica A Statistical Mechanics and its Applications 598, 127381, (2022)
    L. Huo, X. Chen*,
    PDF

  17. 15. Motif difference field An effective image-based time series classification and applications in machine malfunction detection
    Y. Zhang, F. Gan, X. Chen
    2020 IEEE 4th Conference on Energy Internet and Energy System Integration
    PDF

服务/Services

Journal Reviewers

学生毕业去向


Powered by Jekyll and Minimal Light theme.