Naval vessel noise forecasting method and system based on equivalent surface source and additional point source
An equivalent surface, point source technology, applied in neural learning methods, character and pattern recognition, instruments, etc., can solve problems such as limited ship space, increased detection distance, constraints, etc., to improve efficiency, reduce range, and improve accuracy. rate effect
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[0080] Discrete interpolation is performed on the 8-node quadratic isoparametric units of the collected 104 units. Taking the center of the sphere as the origin, a spherical surface with a radius of 0.7r is used as the virtual surface, that is, the scaling factor is 0.7, and the same number of quadratic isoparametric elements are used to perform discrete interpolation on the virtual surface to obtain the virtual surface source. Evenly distribute 10 points inside the virtual surface as virtual point sound sources; carry out sound pressure calculation, bring the sound pressure into the neural network to obtain vibration velocity data, and perform self-noise prediction.
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