Studies from Xi’an University of Technology Yield New Information about Manufacturing (A Method for Predicting the Remaining Life of Equipment Based On Wtte-cnn-lstm)

摘要

By a News Reporter-Staff News Editor at Network Daily News - Data detailed on Business - Manufacturing have been presented. According to news reporting originating in Xi’an, People’s Republic of China, by NewsRx journalists, research stated, “At present, the uncertainty and randomness between equipment are not fully considered in the remaining useful life (RUL) prediction. In order to solve this problem, firstly, we use the Weibull distribution to describe the influence of various uncertain factors on the RUL of equipment, and introduce the Weibull Time-To-Event Recurrent Neural Network (WTTE-RNN) framework to transform the RUL of equipment from the prediction of single life value to the prediction of Weibull distribution parameters.”