Sealing ring is one of the key parts of hydraulic support, and its stability directly affects the safety of hydraulic support. The aging life of hydraulic support seal ring is an important performance parameter to evaluate the sealing property of hydraulic support. In this paper, by means of evolutionary neural network algorithm, the aging life test data of hydraulic support ring was studied, the aging life prediction model of hydraulic support ring was established, and the accuracy of the model was tested by testing samples, which proved that the established model had a good prediction ability.
孙鹏飞1，殷 宏1，杨 旭1，董立军1，张盼盼2. 基于进化神经网络的液压支架密封圈老化寿命的预测研究[J]. 煤炭与化工, 2018, 41(11): 100-102.
Sun Pengfei1, Yin Hong1, Yang Xu1, Dong Lijun1, Zhang Panpan2. Prediction research of the aging life of hydraulic support seal ring based on evolutionary neural network. CCI, 2018, 41(11): 100-102.
