个人简介:
姓名:郭群
职称:讲师/硕士研究生导师
邮箱:guo_qun24@dlmu.edu.cn
研究方向:人工智能在电力电子变换器故障诊断中的应用、浅地表电磁探测
经历:
2012.9-2016.6 吉林大学,电气工程及其自动化,学士
2016.9-2019.6 吉林大学,电力电子与电力传动,硕士
2020.9-2024.6 吉林大学,测试计量技术及仪器,博士
2024年7月-至今, 大连海事大学,船舶电气工程学院,讲师
代表性论文(*为通讯作者):
1.q. guo, s. zhou, x. zhang, et al. a multiarray electromagnetic instrument for shallow surface real-time detection[j]. ieee transactions on instrumentation and measurement, 2021, 70:1-9.
2.q. guo, x. zhang, j. li, et al. fault diagnosis of modular multilevel converter based on adaptive chirp mode decomposition and temporal convolutional network[j]. engineering applications of artificial intelligence, 2022, 107: 104544.
3.q. guo, j. li, f. zhou, et al. an open-set fault diagnosis framework for mmcs based on optimized temporal convolutional network[j]. applied soft computing, 2023, 133:109959.
4.q. guo, g. li and j. lin. a domain generalization network exploiting causal representations and non-causal representations for three-phase converter fault diagnosis[j]. ieee transactions on instrumentation and measurement, 2024, 74:1-13.
5.q. guo, g. li and j. lin. domain-specific adaptation network for inverter fault diagnosis: knowledge transfer from simulation to physical domain[j]. measurement, 2024, 227: 114299.
6. ren, t. han, q. guo* and g. li*. "analysis of interpretability and generalizability for power converter fault diagnosis based on temporal convolutional networks[j]. ieee transactions on instrumentation and measurement, 2023, 72:1-11.
7.周逢道,郭群,郭英杰,等.阵列式浅地表电磁探测系统控制模式研究[j].仪器仪表学报,2018,39(07):200-207. (中文ei)