Research on Aviation Wire Life Prediction Method based on Vibration Test and Neural Network
The traditional prediction methods for aviation wires were mainly based on experience,which not only had high errors,but also had strong experience and did not form a certain qualitative analysis,so the accuracy of their life predic-tion lacked scientificity.In response to this deficiency,we proposed an innovative method.Firstly,artificial damage was created to the aircraft wires,followed by constant magnitude random vibration wear tests.Then,modeling and parameter estimation methods using different surrogate models were applied,and the finite difference method was used to predict the full cycle life and reliable life of the aircraft wires during service.Finally,the law of wire wear failure was discovered,and a-chieved the prediction effect and solved the problem of lack of scientificity in life prediction.The formed life prediction meth-od had certain qualitative analysis ability and guiding significance for aviation enterprises.
万方数据
维普
