Research on Total Contact Force Detection Method for Wedge Ring Based on Multilayer Perceptron
Wedge ring connection structures are commonly used for connecting thin-walled cylindrical prod-ucts.The contact force between wedge rings can be utilized to characterize the compactness of the wedge ring assembly.A total contact force prediction model for wedge rings is established based on a multilayer perceptron(MLP)by analyzing the relationship between the clamping force of the wedge rings,the impulse force,and their acceleration responses.Based on this model,a detection method for the total contact force is proposed.An experimental setup was designed,and the model,along with the measurement method,was validated through experiments.The experimental results show that the detection accuracy of the pro-posed method is within±75 N,confirming the feasibility of the detection method.
wedge ring connection structuremultilayer perceptrontotal contact force prediction mod-eldetection method
万方数据
维普
