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Short duration disturbance classifying based on S-transform maximum similarity

机译:基于S变换最大相似度的短时扰动分类

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摘要

The S-transformed module time-frequency matrix (MTFM) has been proved that it is an effective analyzing method to extract short duration disturbance characteristics. A new classification method of power quality disturbances comparing the standard S-transformed time-frequency matrix of ideal disturbances with the characteristics of tested disturbances was proposed in this paper. Based on the maximum similarity principle without any other classifier, the S-transformed results were directly used in the method. This scheme is superior with simple principium and low calculation cost. The simulation results show that the proposed method is effective in classifying short duration disturbances and with better noise proof ability.
机译:S变换模块时频矩阵(MTFM)已被证明是提取短时扰动特性的有效分析方法。提出了一种将理想干扰的标准S变换时频矩阵与被测干扰特征进行比较的电能质量扰动分类新方法。基于最大相似度原理,无需任何其他分类器,将S转换结果直接用于该方法。该方案具有原理简单,计算成本低等优点。仿真结果表明,该方法能有效地对短时干扰进行分类,具有较好的抗噪能力。

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