Abstract
To accurately predict and master the actual combat capacity of the weapon system, the paper took a self-propelled artillery as the research subject and built the completely artillery system virtual prototype based on the dynamic theory. Extracted the dynamic characteristics of firepower system, running system and drive system, the performance variation and failure mechanism of the artillery system were studied by using the method of theoretical analysis, simulation and physical experiment. The paper built the fault evaluation and life prediction model in the process of shooting and drivingby combining data fusion, deep learning, etc. The performance evaluation and the prediction of fault of the full artillery system were realized. It can provide references for the life evaluation and prediction of complex equipment system.
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