文章中主要介绍了遗传算法和模糊聚类相结合在特征提取中选取最有特征向量，极其在故障诊断应用中的优越性。-Article introduces the genetic algorithm and the combination of fuzzy clustering in the feature extraction, select the best feature vector, most in the superiority of fault diagnosis applications.