Real-time prediction method and simulation system for wave force borne by motion load
A real-time prediction, wave force technology, applied in design optimization/simulation, instrument, calculation, etc., can solve the problems of increasing the difficulty of deep-sea crane controller design, the failure of timely feedback of force information, and the difficulty of motion and force data, etc. Achieving the effect of wide practicability, flexible model establishment and setting, and great flexibility
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Embodiment 1
[0057] This embodiment discloses a real-time prediction method of the wave force on the moving load, which combines the computational fluid dynamics software OpenFOAM and the GRU neural network method for real-time prediction of the wave force on the moving load.
[0058] In this embodiment, the numerical pool based on computational fluid dynamics is used to calculate the interaction between the floating body and the wave, and the numerical pool is used to generate a large amount of data to train the neural network. The trained neural network is used to provide the floating body (ship and load) online for the crane control system. ) force information. And the numerical wave pool based on computational fluid dynamics can also be used to verify the performance of the designed deep-sea crane controller.
[0059] In an implementation example, it is also possible to introduce the trained neural network into OpenFOAM to predict data by importing the PyTorch library to expand the fun...
Embodiment 2
[0101] The purpose of this embodiment is to provide a computing device, which includes a memory, a processor, and a computer program stored in the memory and operable on the processor. The processor implements the steps of the above method when executing the program.
Embodiment 3
[0103] The purpose of this embodiment is to provide a computer-readable storage medium.
[0104] A computer-readable storage medium, on which a computer program is stored, and when the program is executed by a processor, the steps of the above-mentioned method are executed.
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