Research on Prediction Model for Erosion and Abrasion of Barrel Based on LSSVM |
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Authors: | XU Da WU Xin-xing HU Jun-biao GUO Lei |
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Affiliation: | Department of Arms Engineering, Academy of Armored Forces Engineering, Beijing 100072, China |
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Abstract: | To predict the erosion and abrasion of high bore pressure tank gun barrel, the least square support vector machine (LSSVM) algorithm was used. Based on the gun firing test data, the prediction model for barrel's erosion and abrasion was established. It was adopted to predict the wear increment of gun barrel. The results show that the prediction values given by the model coincide with the measured data better, and the model can predict the barrel's wear accurately and rapidly. |
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Keywords: | special purpose machinery engineering high pressure gun barrel erosion and abrasion LSSVM prediction model |
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