Research on Event Analysis Approach for the Identification of Aircraft Large Vertical Load

Aircraft large vertical load means the aircraft is weighted above the normal, which may harm the air safety. So it is crucial to do the research on how to choose suitable models and methods to identify whether the aircraft got a large vertical load before landing and adjust immediately. The MWW nonparametric test is used to extract the distinct features. Then, compare the most commonly used models and choose the k-nearest neighbors and support vector machines with dynamic weight consideration to classify, both of them ensure the accuracy and make sense according to the feature of the dynamic data and comparison of some classify methods. The results indicate that the two methods make no difference on this problem but the model v-SVC in support vector machine seems more adaptable when the problem expands.