Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

Weiting Zhang; Dong Yang; Hongchao Wang

首页> 外文期刊>IEEE systems journal >Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

【24h】

Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

机译：数据驱动的工业设备预测维护方法：一项调查

获取原文

获取原文并翻译 | 示例

获取外文期刊封面封底 >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

With the tremendous revival of artificial intelligence, predictive maintenance (PdM) based on data-driven methods has become the most effective solution to address smart manufacturing and industrial big data, especially for performing health perception (e

机译：随着人工智能的蓬勃发展，基于数据驱动方法的预测性维护（PdM）已成为解决智能制造和工业大数据（尤其是执行健康感知）的最有效解决方案。

著录项

来源
《IEEE systems journal》 |2019年第3期|2213-2227|共15页
作者
Weiting Zhang; Dong Yang; Hongchao Wang;
展开▼
作者单位

Beijing Jiaotong University Beijing China;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
Predictive maintenance; Prognostics and health management; Predictive models; Data models; Fault diagnosis; Machine learning algorithms;

机译：预测性维护;预测和健康管理;预测模型;数据模型;故障诊断;机器学习算法;

相似文献

外文文献
中文文献
专利

1. Maintenance of industrial equipment--Degree of certainty with fuzzy modelling using predictive maintenance [J] . Edwin Vijay Kumar, S.K. Chaturvedi, A.W. Deshpande International Journal of Quality & Reliability Management . 2009,第2a3期

机译：工业设备的维护-使用预测性维护的模糊建模确定程度
2. On the use of machine learning methods to predict component reliability from data-driven industrial case studies [J] . Alsina Emanuel F., Chica Manuel, Trawinski Krzysztof, The International Journal of Advanced Manufacturing Technology . 2018,第5a8期

机译：关于使用机器学习方法来预测数据驱动的工业案例研究的组件可靠性
3. Design and development of an IoT enabled platform for remote monitoring and predictive maintenance of industrial equipment [J] . Dimitris Mourtzis, John Angelopoulos, Nikos Panopoulos Procedia Manufacturing . 2021,第a期

机译：设计与开发IOT启用平台，用于工业设备的远程监控和预测维护
4. Predictive Models for Maintenance Optimization: An Analytical Literature Survey of Industrial Maintenance Strategies [C] . Oana Merkt Conference on information systems management;Conference on advanced information technologies for management;Federated Conference on Computer Science and Information Systems . 2019

机译：维修优化的预测模型：工业维修策略的分析文献调查
5. Predictive maintenance of critical equipment in industrial processes. [D] . Hashemian, Hashem M. 2008

机译：对工业过程中的关键设备进行预测性维护。
6. An Industrial Digitalization Platform for Condition Monitoring and Predictive Maintenance of Pumping Equipment [O] . Michael Short, John Twiddle 2019

机译：用于泵设备状态监测和预测维护的工业数字化平台
7. Towards Predictive Part Quality and Predictive Maintenance in Industrial Machining - A Data-Driven Approach [O] . Laura Rudolph, Dr. Jennifer Schoch, Hansjoerg Fromm 2020

机译：在工业加工预测部分质量和预测性维护 - 一种数据驱动方法
8. Using Predictive Maintenance Methods at Hanford Engineering Development Laboratory (HEDL) To Increase Equipment Availability and Reduce Overall Managed Costs. [R] . Stanton, G. A., Grygiel, M. L. 1986

机译：在汉福德工程开发实验室（HEDL）使用预测性维护方法来提高设备可用性并降低总体管理成本。

Data-Driven Methods for Predictive Maintenance of Industrial Equipment: A Survey

摘要

著录项

相似文献

相关主题

期刊订阅