Remaining useful life estimation of bearings: Meta-analysis of Experimental Procedure

The file <strong>analysis.xlsx</strong> contains the data and statistics obtained from a survey that analyzed the machine learning procedures used for estimating the remaining useful life (RUL) of bearings. The goal is to evaluate the extent to which proper protocol is adhered to for RUL estimation in the domain of predictive maintenance. We surveyed 3 knowledge bases with keywords targeting this specific field, sampled the research and recorded the current practices. Below we present the details of the various spreadsheets where the collected data is registered and analyzed.

搜集汇总

背景与挑战

背景概述

该数据集是一个针对轴承剩余使用寿命（RUL）估计的元分析，包含从三个知识库调查中收集的机器学习程序数据和统计，旨在评估预测维护领域中RUL估计实验程序的遵循程度。