寇磊

目前主要从事海上风电场中新能源电力设备的智能监测与故障诊断领域的研究工作，将人工智能、电力物联网、数据加密保护等技术用于海上风电场中风机、电力电子变换器等主要电力设备的智能监测与故障诊断。

在《ISA Transactions》、《IEEE Transactions on Transportation Electrification》、《International Journal of Bio-Inspired Computation》、《Reliability Engineering and System Safety》、《IET Power Electronics》、《Electric Power Systems Research》、《IET Generation Transmission & Distribution》、《电网技术》等期刊和会议上发表50余篇SCI/EI检索学术论文。

近期发表论文、专利等相关代表性成果如下：

[1]     Lei Kou（寇磊）, Jinbo Wu, Fangfang Zhang*, Peng Ji, Wende Ke, Junhe Wan, Hailin Liu, Yang Li, Quande Yuan. Image encryption for Offshore wind power based on 2D-LCLM and Zhou Yi Eight Trigrams[J]. International Journal of Bio-Inspired Computation, 2023, 22(1): 53-64. （ESI高被引&热点）

[2]      Lei Kou（寇磊）, Junhe Wan, Hailin Liu, Wende Ke, Hui Li, Jie Chen, Zhen Yu, Quande Yuan. Optimized design of patrol path for offshore wind farms based on genetic algorithm and particle swarm optimization with traveling salesman problem. Concurrency and Computation: Practice and Experience. 2024, 36(2): e7907.

[3]     Lei Kou（寇磊）, Chuang Liu*, Guowei Cai, Zhe Zhang, Jianing Zhou, Xuemei Wang. Fault diagnosis for three-phase PWM rectifier based on deep feedforward network with transient synthetic features[J]. ISA Transactions, 2020, 101: 399-407.

[4]     Lei Kou（寇磊）, Fangfang Zhang*, Luobing Chen, Wende Ke, Quande Yuan, Junhe Wan, Zhen Wang. An algorithm of finding rules for a class of cellular automata[J]. International Journal of Bio-Inspired Computation, 2023, 21(4): 189-199.

[5]     Lei Kou（寇磊）, Zhe Huang, Cuimei Jiang*, Fangfang Zhang*, Wende Ke, Junhe Wan, Hailin Liu, Hui Li, Jinyan Lu. Data encryption based on 7D complex chaotic system with cubic memristor for smart grid[J]. Frontiers in Energy Research, 2022, 10: 980863.

[6]     Lei Kou（寇磊）, Chuang Liu*, Guowei Cai, Jianing Zhou, Quande Yuan, Simiao Pang. Fault diagnosis for open-circuit faults in NPC inverter based on knowledge-driven and data-driven approaches[J]. IET Power Electronics, 2020, 13(6): 1236-1245.

[7]     Lei Kou（寇磊）, Chuang Liu*, Guowei Cai, Zhe Zhang. Fault Diagnosis for Power Electronics Converters based on Deep Feedforward Network and Wavelet Compression[J]. Electric Power Systems Research, 2020, 185: 106370.

[8]     Lei Kou（寇磊）, Chuang Liu*, Guowei Cai, Jianing Zhou, Quande Yuan. Data-Driven Design of Fault Diagnosis for Three-phase PWM Rectifier using Random Forests Technique with Transient Synthetic Features[J], IET Power Electronics, 2020, 13(16): 3571-3579.

[9]     Lei Kou（寇磊）, Xiaodong Gong, Yi Zheng*, Xiuhui Ni, Yang Li, Quande Yuan, Yanan Dong. A Random Forest and Current Fault Texture Feature-Based Method for Current Sensor Fault Diagnosis in Three-Phase PWM VSR[J]. Frontiers in Energy Research, 2021, 9: 708456.

[10]     Lei Kou（寇磊）, Yang Li, Fangfang Zhang, Xiaodong Gong, Yinghong Hu, Quande Yuan, and Wende Ke. Review on Monitoring, Operation and Maintenance of Smart Offshore Wind Farms[J]. Sensors, 2022, 22, (8): 2822.

[11]     刘闯*, 寇磊, 蔡国伟, 赵梓含, 张哲. 基于人工智能的电力电子变换器开路故障诊断研究综述[J]. 电网技术, 2020, 44(8): 2957-2970.（入选热文榜单TOP20）

[12]     Fangfang Zhang, Zhe Huang, Lei Kou（寇磊）*, Yang Li, Maoyong Cao, Fengying Ma. Data Encryption based on 9D Complex Chaotic System with Quaternion for Smart Grid[J]. Chinese Physics B, 2023, 32: 010502.

[13]     Chuang Liu*, Lei Kou（寇磊）, Guowei Cai, Jianing Zhou, Yiqun Meng, Yuheng Yan. Knowledge-based and Data-driven Approach based Fault Diagnosis for Power-Electronics Energy Conversion System[C]. 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Beijing, China, 2019, 1-6.

[14]     Lei Kou（寇磊）, Chuang Liu*, Guowei Cai, Zhe Zhang, Xuejiao Li, Quande Yuan. Fault Diagnosis for Power Converters based on Random Forests and Feature Transformation[C]. 2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia), Nanjing, China, 2020, 1821-1826.

[15]     Zhen Wang, Lei Kou（寇磊）, Wende Ke*, Yuhan Chen, Yan Bai, Qingfeng Li, and Dongxin Lu. 2023. A Spring Compensation Method for a Low-Cost Biped Robot Based on Whole Body Control[J]. Biomimetics 8(1): 126. 

[16]    Zhe Huang, Fangfang Zhang, Lei Kou (寇磊), Quande Yuan, Yuanhong Liu. A Real-Time Image Encryption Algorithm for Distributed Energy System based on the 13D Complex Chaotic Sequence[J]. IEEE MultiMedia, 2023.

[17]    Jian Wang, Hao Li, Shibin Gao, Long Yu, Lei Kou(寇磊), Jieshan Shan, Zilong Cai, Fu Shen, Kaizheng Wang. Data-Driven Time Dependent Reliability Prediction Approach for Overhead Contact Lines Subjected to Imperfect Maintenance, Common Cause Failure and Lightning Strike[J].  IEEE Transactions on Power Delivery, 2024, 39(2): 898-910.

[18]     Shibin Gao, Jian Wang*, Long Yu, Dongkai Zhang, Rui Zhan, Lei Kou（寇磊）, Ke Chen. A Multilayer Bayesian Network Approach-Based Predictive Probabilistic Risk Assessment for Overhead Contact Lines Under External Weather Conditions[J]. IEEE Transactions on Transportation Electrification, 2023,  9(1): 236-253.

2017-2020：东北电力大学  电气工程       博士

2014-2017：东北电力大学  计算机科学与技术  硕士

2021年3月至今，山东省科学院海洋仪器仪表研究所

1.       山东省人工智能学会理事

2.       第二十三届中国机器人及人工智能大赛国赛裁判/山东赛区仲裁委员

3.       第二十四届、二十五届中国机器人及人工智能大赛国赛裁判/山东赛裁判组副组长

4.       ISA Transactions(2区SCI)

5.      Reliability Engineering & System Safety(2区SCI)

6.       Engineering Applications of Artificial Intelligence(2区SCI)

7.       IEEE Transactions on Smart Grid (1区SCI)

8.       Neurocomputing(2区SCI)

9.      IEEE Transactions on Industrial Electronics(1区SCI)

10.    IEEE Transactions on Power Electronics(1区SCI)

11.    Information Sciences(1区SCI)

12.    Energy(1区SCI)

13.    CAAI Transactions on Intelligence Technology(2区SCI)

14.    第37届中国自动化学会青年学术年会（YAC2022）专题主席

15.    2023年第七届高性能编译、计算和通信国际会议(HP3C'23) 专题主席

16.   Sensors: Advanced Sensors Technologies in Monitoring, Operation and Maintenance of Wind Farms 客座编辑

17.  Frontiers in Marine Science（副编辑）

2021年，第23届高校机器人与人工智能教育教学成果奖一等奖(题目：新工科背景下个性化人工智能人才培养模式的探索与实践)；

2021年，指导学生参加第二十三届中国机器人及人工智能大赛全国总决赛获得国家一等奖；

2022年，指导学生参加第二十四届中国机器人及人工智能大赛全国总决赛获得国家二等奖；

[1] 寇磊(1/6); 智慧海洋牧场在线监测系统设计与应用, 中国人工智能学会&中国机器人及人工智能大赛组委会,  国赛一等奖, 2021-12 （学科竞赛奖）

[2]寇磊(1/5); 智能巡检机器人在变电站状态监测与故障诊断中的应用, 中国人工智能学会&中国机器人及人工智能大赛组委会,  国赛二等奖, 2022-8（学科竞赛奖）

[3]寇磊(1/5); 基于OVMD-SSA-BiLSTM的海上风电预测模型的设计与应用, 中国人工智能学会&中国机器人及人工智能大赛组委会,  国赛一等奖, 2023-6（学科竞赛奖）

欢迎热爱编程的研究生加入，专业主要包括计算机科学与技术、控制工程、电子信息等相关专业。

招生信息：控制工程（专硕）2名。