不确定噪声扰动下的电力变换器故障检测
Fault Detection of Power Converter under Uncertain Noise Disturbances
DOI: 10.12677/CSA.2019.95104, PDF,   
作者: 刘子幸, 王子赟*, 王 艳, 纪志成:江南大学物联网技术与应用教育部工程中心,江苏 无锡
关键词: 集员估计电力变换器故障检测Set Membership Estimation Power Converter Fault Detection
摘要: 针对未知但有界的不确定噪声扰动下的电力变换器系统,提出了一种基于集员估计的故障检测方法。以Buck变换器为例,将其仿真所得电流电压数值作为集员估计的输入,通过椭球包围所有参数的可行集,当近似可行集为空集时可以判定Buck变换器存在故障。
Abstract: A fault detection method based on set membership estimation is proposed for power converter systems with unknown but bounded uncertain noise disturbances. Taking Buck converter as an example, the current and voltage values obtained by simulation are taken as input of set membership estimation. The feasible set of all parameters is surrounded by ellipsoid and it can be concluded that the Buck converter is faulty when the approximate feasible set is empty set.
文章引用:刘子幸, 王子赟, 王艳, 纪志成. 不确定噪声扰动下的电力变换器故障检测[J]. 计算机科学与应用, 2019, 9(5): 921-925. https://doi.org/10.12677/CSA.2019.95104

参考文献

[1] 孟准, 王议锋, 杨良. 一种适用于小功率可再生能源的单相高频双Buck全桥并网逆变器[J]. 电工技术学报, 2017, 32(8): 220-228.
[2] Buticchi, G., Barater, D., Costa, L.F., et al. (2018) A pv-Inspired Low-Common-Mode Du-al-Active-Bridge Converter for Aerospace Applications. IEEE Transactions on Power Electronics, 33, 10467-10477. [Google Scholar] [CrossRef
[3] Mishra, A.K. and Singh, B. (2017) Solar Photovoltaic Array Dependent Dual Output Converter Based Water Pumping Using Switched Reluctance Motor Drive. IEEE Transactions on Industry Applications, 53, 5615-5623. [Google Scholar] [CrossRef
[4] 于生宝, 何建龙, 王睿家, 等. 基于小波包分析和概率神经网络的电磁法三电平变换器故障诊断方法[J]. 电工技术学报, 2016, 31(17): 102-112.
[5] 刘玉双, 赵剡, 吴发林. 基于外定界椭球集员估计的纯方位目标跟踪[J]. 北京航空航天大学学报, 2017, 43(3): 497-505.
[6] 沈强, 刘洁瑜, 赵乾, 王琪. 非线性系统中心差分集员估计方法[EB/OL]. 控制理论与应用, 1-11. http://kns.cnki.net/kcms/detail/44.1240.TP.20190408.1008.014.html, 2019-05-08.
[7] 王子赟, 徐桂香, 刘子幸, 王艳, 纪志成. 基于正多胞体线性规划的滤波故障诊断方法[EB/OL]. 控制与决策, 1-9.
[8] 周波, 钱堃, 马旭东, 戴先中. 基于集员估计的室内移动机器人多传感器融合定位[J]. 控制理论与应用, 2017, 34(4): 541-550.