REN Xiaohong, WAN Hong, YU Xiao, DING Enjie. Open-circuit fault diagnosis of three-level inverter based on Park transformatio[J]. Journal of Mine Automation, 2020, 46(5): 82-86. DOI: 10.13272/j.issn.1671-251x.17523
Citation: REN Xiaohong, WAN Hong, YU Xiao, DING Enjie. Open-circuit fault diagnosis of three-level inverter based on Park transformatio[J]. Journal of Mine Automation, 2020, 46(5): 82-86. DOI: 10.13272/j.issn.1671-251x.17523

Open-circuit fault diagnosis of three-level inverter based on Park transformatio

More Information
  • In view of problems that existing neutral point clamped (NPC) three-level inverter fault diagnosis method needs large amount of calculation and its accuracy is affected by noise and load, an open-circuit fault diagnosis method of three-level inverter based on Park transformation was proposed. Park transformation is carried out on three-phase output current of the three-level inverter to calculate average current Park vector;sliding window is used to obtain a single-cycle current signal, and output current change is analyzed in case of IGBT fault according to inverter circuit structure; iterative method is used to determine threshold value of average current Park vector modulus, and 13 kinds of open-circuit faults of three-level inverter power tube are identifid and located combining phase angle and modulus.Simulation results show that the fault diagnosis accuracy of the method reaches 98.31%. Compared with traditional open-circuit fault diagnosis method, the proposed method does not need to learn and train the data of 13 kinds of open-circuit faults, which greatly reduces calculation amount and improves efficiency and accuracy of fault diagnosis.
  • Related Articles

    [1]LIANG Hong. Open-circuit fault diagnosis method for switching tube of mine NPC three-level inverter[J]. Journal of Mine Automation, 2022, 48(10): 142-150. DOI: 10.13272/j.issn.1671-251x.17974
    [2]HUI Ali, LU Weiqiang, RONG Xiang, WEI Lipeng, CHEN Wenya. Research on fault diagnosis method of asynchronous motor based on Park-WPT and WOA-LSSVM[J]. Journal of Mine Automation, 2021, 47(12): 106-113. DOI: 10.13272/j.issn.1671-251x.2021070035
    [3]CHENG Weiwei, WU Rui. Predictive control of high-power three-level PWM rectifier without weighting coefficient[J]. Journal of Mine Automation, 2021, 47(1): 81-86. DOI: 10.13272/j.issn.1671-251x.2020070015
    [4]LI Shiguang, XUE Han, LI Zhen, GAO Zhengzhong, LI Ying. Fault diagnosis of mine-used transformer based on optimized fuzzy Petri net[J]. Journal of Mine Automation, 2017, 43(5): 54-57. DOI: 10.13272/j.issn.1671-251x.2017.05.013
    [5]YU Jing, MO Xiuquan, XU Na. Research on predictive control for mine high-pressure three-level ANPC inverter[J]. Journal of Mine Automation, 2016, 42(10): 85-90. DOI: 10.13272/j.issn.1671-251x.2016.10.020
    [6]QIU Shiguang, LI Siguang. A fault-tolerance topology of three-level four-leg NPC inverter[J]. Journal of Mine Automation, 2016, 42(10): 70-73. DOI: 10.13272/j.issn.1671-251x.2016.10.016
    [7]YE Manyuan, CAI Hong, LI Bing, LI Song. Study of five-level inverter double-band SHEPWM control method[J]. Journal of Mine Automation, 2014, 40(11): 55-60. DOI: 10.13272/j.issn.1671-251x.2014.11.014
    [8]QIU Shiguang, LI Mei. A distinguishing method of open-circuit IGBT of three-level NPC inverter[J]. Journal of Mine Automation, 2014, 40(9): 99-102. DOI: 10.13272/j.issn.1671-251x.2014.09.023
    [9]GUO Yi-dan, SONG Shu-zhong, MA Jian-wei, ZHU Jin-hong. Analysis and Simulation of IGBT Power Consume Based on PSpice[J]. Journal of Mine Automation, 2009, 35(10): 53-56.
    [10]LI Ming, ZHU Mei-qiang, GUO Xiao-yua. Influence of Harmonics of SVPWM of Three-level Inverter on Motor Torque[J]. Journal of Mine Automation, 2007, 33(6): 32-35.
  • Cited by

    Periodical cited type(16)

    1. 杨龙欢,董效杰,王一帆,刘承毅,周运磊. 基于GAF与Swin Transformer的逆变器故障诊断. 通信与信息技术. 2025(02): 98-103 .
    2. 徐小健,于飞. 基于输出电压轨迹的三相逆变器开关管开路故障诊断. 中国电机工程学报. 2024(03): 1106-1117 .
    3. 徐晓艳. 基于可编程控制器的永磁同步电机控制方法. 自动化与仪表. 2024(02): 71-75+96 .
    4. 王良成,汪源,张永辉. 复杂环境新能源汽车永磁电机传感器故障诊断. 计算机仿真. 2024(04): 136-140 .
    5. 赵亚东,马腾飞,胡小刚,武轶凡. 煤矿井下带式输送机故障智能诊断. 洁净煤技术. 2024(S1): 587-592 .
    6. 李杰,王杰,梁文腾,石璐杉,王博仑,熊宇峰,张良驹,周霞. 含逆变型分布式电源的负荷模型构建及参数辨识方法. 南方能源建设. 2024(06): 164-173 .
    7. 王晓鹏,姚帅亮,姚芳,董超群. 逆变器功率管开路故障诊断方法综述. 电源学报. 2023(03): 156-169 .
    8. 金恩淑,耿梦炜. 基于Park变换和Teager能量算子的晶闸管逆变器保护新方法. 东北电力大学学报. 2023(03): 8-15 .
    9. 张伟,李军霞,吴磊,李斌. 基于1DCNN-ELM的带式输送机托辊轴承故障诊断研究. 煤炭科学技术. 2023(S1): 383-389 .
    10. 李红岩,杨朝旭,荣相,史晗,王越,刘宝,王磊. 矿用逆变器功率器件故障预测与健康管理技术现状及展望. 工矿自动化. 2022(05): 15-20 . 本站查看
    11. 王新,黄冲,许翔. PC三电平逆变器电解电容故障特征分析. 电子科技. 2022(05): 81-86 .
    12. 程硕,帕孜来·马合木提. 基于键合图和贝叶斯网络的NPC逆变器故障诊断. 机床与液压. 2022(15): 207-212 .
    13. 梁宏. 矿用NPC三电平逆变器开关管开路故障诊断方法. 工矿自动化. 2022(10): 142-150 . 本站查看
    14. 张松慧,陆亚苹. 基于形态学滤波器的异步电机谐波电流抑制方法. 微电机. 2021(03): 89-96 .
    15. 吴传龙,陈伟,刘晓文,史新国,刘柯,任晓红. 基于特征融合的提升机逆变器故障诊断. 工矿自动化. 2021(05): 46-51 . 本站查看
    16. 邢震震,苏淑靖,梁文科,梁东飞. 基于派克变换的改进型鉴相器设计与实现. 电子测量技术. 2021(12): 18-23 .

    Other cited types(25)

Catalog

    Article Metrics

    Article views (119) PDF downloads (16) Cited by(41)
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return