Life prediction methods based on data-driven: Review and trend

摘要

Life prediction is an important basis of condition-based maintenance. Life prediction methods based on data-driven are an important part of the field of life prediction and have drawn more and more attention in recent years. This paper attempts to summarize and review the recent research and developments in life prediction methods based on data-driven and classifies them into three types, including methods based on performance prediction, methods based on life distributions and methods based on similar products. Some problems in this field are discussed and some research directions are also pointed out.