Research of Prediction Model of Operating Condition of Loom
Ya Bin Fan, Jie Zhu, Jian Wei Song, Wen Qing Zhang, Xu Ning Liu · Applied Mechanics and Materials · 2014
In order to carry out effective management on the operation of loom, a new approach is proposed to predict the operating condition of the loom. Firstly, the mathematical basis of Bayesian network is made, so a kind of abbreviated forecasting formula is proposed. Secondly, Bayesian model is made to predict the operating condition of the loom, and the related parameters of the model are estimated by processing real time data in the process of loom production. The practice has shown that the Bayesian prediction model has good results, and Bayesian network is more fit for the operating condition of the loom, which is of great value to judge the operating condition of the loom.