周南

长聘教轨副教授,博士生导师


联系方式

地址:上海市闵行区东川路800号上海交通大学电气工程学院317室

邮箱:zhounan@sjtu.edu.cn



研究兴趣 教育背景 工作经历 学术发表 项目资助 获奖信息 公益服务
电力设备的健康管理、风险评估与预测性维护

2016-2021,工学博士,电气工程,上海交通大学

2012-2016,工学学士,电气工程及其自动化,上海交通大学

2025-至今,长聘教轨副教授,上海交通大学

2021-2025,博士后,SP Group-NTU Joint Lab,新加坡南洋理工大学

[1] N. Zhou, L. Luo, G. Sheng and X. Jiang, "Scheduling the Imperfect Maintenance and Replacement of Power Substation Equipment: A Risk-based Optimization Model," in IEEE Transactions on Power Delivery, doi: 10.1109/TPWRD.2025.3572076

[2] N. Zhou, L. Luo, L. Zhang, G. Sheng and X. Jiang, "Optimal Maintenance Scheduling of Power Substation Equipment: A Condition-Informed Risk Assessment Approach," in IEEE Transactions on Instrumentation and Measurement, vol. 74, pp. 1-14, 2025, Art no. 3540014

[3] N. Zhou, Y. Xu, S. Cho and C. -T. Wee, "Multiple Correspondence Analysis-based Evaluation of Power Asset Condition Monitoring Techniques," in IEEE Transactions on Power Delivery, vol. 40, no. 2, pp. 1180-1190, April. 2025.

[4] N. Zhou, L. Luo, G. Sheng and etc., "Power Transformers Insulation Faults Identification with DGA: A Molecular Dynamics-Assisted Method," IEEE Transactions on Dielectrics and Electrical Insulation, vol. 31, no. 6, pp. 3479-3488, Dec. 2024.

[5] N. Zhou, Y. Xu, G. Ma, and L. Luo, “A Sample Covariance Model-based Method for Topology Change Detection and Location of Power Grids with High-Level Renewables”, in IEEE Transactions on Industrial Informatics, vol. 20, no. 8, pp. 9997-10007, Aug. 2024.

[6] N. Zhou and Y. Xu, " A Prioritization Method for Switchgear Maintenance Based on Equipment Failure Mode Analysis and Integrated Risk Assessment," in IEEE Transactions on Power Delivery, vol. 39, no. 2, pp. 728-739, April 2024.

[7] N. Zhou, Y. Xu, S. Cho and C. T. Wee, "A Systematic Review for Switchgear Asset Management in Power Grids: Condition Monitoring, Health Assessment, and Maintenance Strategy," in IEEE Transactions on Power Delivery, vol. 38, no. 5, pp. 3296-3311, Oct. 2023

[8] N. Zhou and Y. Xu, "A Multi-Evidence Fusion Based Integrated Method for Health Assessment of Medium Voltage Switchgears in Power Grid," in IEEE Transactions on Power Delivery, vol. 38, no. 2, pp. 1406-1415, April 2023.

[9] N. Zhou, B. Han, Y. Xu, L. Luo, G. Sheng, X. Jiang, "Fault locating and severity assessment for power distribution systems based on elasticity network topology mapping", in International Journal of Electrical Power & Energy Systems, Vol. 144, 2023, 108570, ISSN 0142-0615.

[10] N. Zhou, L. Luo, B. Han, G. Sheng and X. Jiang, "Detecting and Classifying Multiple Class Events in a Power Distribution System Based on an Eigenvalue Fluctuation Model," in IEEE Transactions on Power Delivery, vol. 37, no. 4, pp. 2717-2727, Aug. 2022.

[11] N. Zhou, L. Luo, G. Sheng and X. Jiang, “An Array Virtual Extension Method for Power Equipment Acoustic Emission and Vibration Source Localization Based on High Order Cumulants,” High Voltage, vol. 6, no. 1, pp. 95-105, Feb. 2021.

[12] N. Zhou, L. Luo, G. Sheng and X. Jiang, "Power Distribution Network Dynamic Topology Awareness and Localization Based on Subspace Perturbation Model," in IEEE Transactions on Power Systems, vol. 35, no. 2, pp. 1479-1488, March 2020.

[13] N. Zhou, L. Luo, G. Sheng and X. Jiang, "High Accuracy Insulation Fault Diagnosis Method of Power Equipment Based on Power Maximum Likelihood Estimation," in IEEE Transactions on Power Delivery, vol. 34, no. 4, pp. 1291-1299, Aug. 2019.

[14] N. Zhou, L. Luo, G. Sheng and etc., "Direction of arrival estimation method for multiple UHF partial discharge sources based on virtual array extension," IEEE Transactions on Dielectrics and Electrical Insulation, vol. 25, no. 4, pp. 1526-1534, Aug. 2018.

[15] N. Zhou, L. Luo, J. Chen, G. Sheng and X. Jiang, "Error correction method based on multiple neural networks for UHF partial discharge localization," in IEEE Transactions on Dielectrics and Electrical Insulation, vol. 24, no. 6, pp. 3730-3738, Dec. 2017.

[16] 周南, 罗林根, 宋辉, 盛戈皞, 江秀臣. 基于最大似然估计的变电站特高频局部放电定向方法[J]. 电工技术学报, 2019, 34(15):3285-3292.

[17] 周南, 罗林根, 黄辉, 黄凤, 盛戈皞, 江秀臣. 基于虚拟阵列扩展的特高频多源局部放电DOA估计方法[J]. 高电压技术, 2019, 45(05):1551-1558.

[18] 周南, 罗林根, 高兆丽, 沈大千, 盛戈皞, 江秀臣. 基于多神经网络的局部放电特高频时延定位误差修正算法[J]. 高电压技术, 2018, 44(11):3641-3648.

[19] Zhou, N., Ma, G., & Luo, L. (2024, April). The Optimal Scheduling of Maintenance and Replacement of Power Transformers: A Risk Based Method. In 2024 9th Asia Conference on Power and Electrical Engineering (ACPEE) (pp. 1143-1147). IEEE.

[20] Zhou, N., Xu, Y., Cho, S., Wee, C. T., & Luo, L. (2024, June). A Risk Assessment Based Method for Prioritizing Power Substation Apparatus Maintenances. In 2024 18th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) (pp. 1-4). IEEE.

[21] Zhou, N.; Xu, Y.; Sungin, C.; Wee, C.T.: 'A health index based remaining useful life estimation method for distribution switchgear in power grids', 19th International Conference on AC and DC Power Transmission (ACDC 2023), Glasgow, UK, 2023 p. 220 – 223

[22] N. Zhou, L. Luo, H. Song, G. Sheng and X. Jiang, "A Substation UHF Partial Discharge Detection Method Based on Maximum Likelihood Estimation," 2019 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), Richland, WA, USA, 2019, pp. 279-282

[23] Zhang, L., Sheng, G., Zhou, N., Ni, Z., & Jiang, X. (2024). Incipient interturn fault detection for ONAN power transformers using electrothermal characteristic fusion analysis. IET Generation, Transmission & Distribution, 18(9), 1871-1884.

[24] Y. Xia, Y. Xu and N. Zhou, "A Transferrable and Noise-Tolerant Data-Driven Method for Open-Circuit Fault Diagnosis of Multiple Inverters in a Microgrid," in IEEE Transactions on Industrial Electronics, doi: 10.1109/TIE.2023.3301508.

[25] Zhang, L., Sheng, G., Hou, H., Zhou, N., & Jiang, X. (2021). An adaptive fault diagnosis method of power transformers based on combining oversampling and cost‐sensitive learning. IET Smart Grid, 4(6), 623-635.

[26] L. Zhang, G. Sheng, H. Hou, N. Zhou, H. Song and X. Jiang, "Effect of Temperature on Current Pulse Characteristics of Negative Corona Discharge Based on Numerical Model," in IEEE Transactions on Plasma Science, vol. 51, no. 1, pp. 15-25, Jan. 2023

(1)Project 1: Risk-Based Asset Investment and Planning Optimization,新加坡电力集团(SP Group)与Energy Market Authority科研项目,参与。

(2)Cyber and Physical Security Assessment of Power Grid with High-Level Distributed Energy Resources and Asset Ageing & Degradation,新加坡国防科技局(DSO)国家实验室科研项目, 参与。

(3)美国Momental 基金会, 科技项目, 考虑碳排放指数的电力资产更换优化, 2022-12 至 2023-10, 7万元, 结题, 主持。

(4)电力变压器老化机理的数字化建模与检修优化新技术研究,重庆大学输变电装备技术全国重点实验室,开放课题,主持。

(1)2025年Energies Travel Award

(2)2024年南洋理工大学CoE Dean Learner Fund

(3)2022年美国Mistletoe Research Fellowship

(4)2022年上海交通大学优秀博士学位论文(提名)等奖励

(1)组织Electronics 特刊“Emerging Digitalization Technologies and Applications in the Context of Future Power Grids(面向新型电力系统的数字化方法)”

(2)组织Electronics 特刊“Advanced Condition Monitoring and Health Diagnosis of Power Equipment Oriented Towards New Power Systems”