杨浩森

个人信息Personal Information

性别:男

所在单位:电气工程学院

办公地点:海山楼B1315

联系方式:haosenyang@dlut.edu.cn

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个人简介Personal Profile

杨浩森,博士,副教授,博士生导师。2022年6月于上海交通大学获博士学位,曾在香港理工大学任博士后研究员,现就职于大连理工大学李卫星院长团队。主要从事人工智能在电力系统中的应用、电网信息物理系统建模、分析与控制,电网稳定性与优化运行等。近五年以第一/通讯作者发表SCI期刊论文16篇,其中包含12篇中科院一区期刊,担任多个SCI期刊编辑及多个国内外期刊审稿人。主持/参与过多个项目,包括香港理工大学Matching Fund, 国家重点研发计划、宁夏重点研发计划、香港理工大学碳中和项目、国家电网、香港中华电力等项目。


研究方向:

1. 人工智能在电力系统的应用;

2. 电网信息物理系统建模、分析与控制;

3. 电网稳定性与优化运行。


招生信息:

本人一直全程亲力亲为指导所有学生, 致力于推动人工智能与电力系统的深度融合,坚信通过跨领域的合作能够激发创新的火花。团队最看重对科研的兴趣与热爱,欢迎电气工程、自动化与计算机专业的学生报考,会在24小时内回复。


学术发表:

[1] H. Yang, B. Tan, Z. Liang, X. Shi, H. Dong, C. Wang, S. Chen, "Piece-Wise Loss Guided Multi-Resolution Data Fusion Learning for False Data Injection Attack Detection in Smart Grids", in Information Fusion, vol. 122, p. 103183, Oct., 2025.

[2] H. Yang, X. He, Z. Wang, R. C. Qiu and Q. Ai, "Blind False Data Injection Attacks Against State Estimation Based on Matrix Reconstruction," in IEEE Transactions on Smart Grid, vol. 13, no. 4, pp. 3174-3187, July, 2022.

[3] H. Yang, X. Shi, R. C. Qiu, X. He, Q. Ai and Z. Wang, "Monitoring Data Factorization of High Renewable Energy Penetrated Grids for Probabilistic Static Voltage Stability Assessment," in IEEE Transactions on Smart Grid, vol. 13, no. 2, pp. 1273-1286, Mar., 2022.

[4] H. Yang, W. Zhang, Z. Liang, Z. Wang, C. Y. Chung and Q. Wang, "AC False Data Injection Attack Based on Robust Tensor Principle Component Analysis," in IEEE Transactions on Industrial Informatics, vol. 20, no. 8, pp. 9887-9897, Aug. 2024.

[5] H. Yang, X. Shi, Z. Wang, Z. Liang, L. Xiong and L. He, "Closest Voltage Collapse Point Searching of High Renewable Energy Penetration Power Grid," in IEEE Transactions on Industrial Informatics, vol. 21, no. 8, pp. 6006-6016, Aug. 2025.

[6] H. Yang and Z. Wang, "A False Data Injection Attack Approach Without Knowledge of System Parameters Considering Measurement Noise," in IEEE Internet of Things Journal, vol. 11, no. 1, pp. 1452-1464, Jan., 2024.

[7] H. Yang, W. Zhang, Z. Liang, Z. Wang, C. Y. Chung and Q. Wang, "Parameter-Free False Data Injection Attack Against AC State Estimation: A Canonical Polyadic Decomposition Based Approach," in IEEE Transactions on Power Systems, vol. 40, no. 3, pp. 2153-2164, May 2025.

[8] H. Yang, Z. Wang and R. C. Qiu, "Data Domain Adaptation for Voltage Stability Evaluation Considering Topology Changes," in IEEE Transactions on Power Systems, vol. 38, no. 3, pp. 2834-2844, May, 2023.

[9] H. Yang, X. Shi, L. Xiong, Z. Wang, Z. Liang, "Robust Hierarchical Grouping Learning Immune to Missing Data for Voltage Stability Assessment," in IEEE Transactions on Power Systems, vol. 40, no. 1, pp. 689-700, Jan. 2025.

[10] H. Yang, K. Ding, R. C. Qiu and T. Mi, "Remaining Useful Life Prediction Based on Normalizing Flow Embedded Sequence-to-Sequence Learning," in IEEE Transactions on Reliability, vol. 70, no. 4, pp. 1342-1354, Dec., 2021.


学术兼职:

1. Protection and Control of Modern Power Systems, Associate Editor;

2. Journal of Automation and Intelligence, Associate Editor;

3. Energies特刊"Application of Artificial Intelligence in Power & Energy Systems", Guest Editor;

4. Applied Sciences特刊"Application of Big Data and Machine Learning in Smart Grid", Guest Editor;


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