Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review
With the privatization and intense competition that characterize the volatile energy sector,
the gas turbine industry currently faces new challenges of increasing operational flexibility …
the gas turbine industry currently faces new challenges of increasing operational flexibility …
Novel diagnostic techniques for rotating electrical machines—A review
L Frosini - Energies, 2020 - mdpi.com
This paper aims to update the review of diagnostic techniques for rotating electrical
machines of different type and size. Each of the main sections of the paper is focused on a …
machines of different type and size. Each of the main sections of the paper is focused on a …
LSTM-based multi-layer self-attention method for remaining useful life estimation of mechanical systems
J Xia, Y Feng, C Lu, C Fei, X Xue - Engineering Failure Analysis, 2021 - Elsevier
Accurate remaining useful life (RUL) estimation is significant in reducing maintenance costs
and avoiding catastrophic failures of mechanical systems like an aeroengine. To effectively …
and avoiding catastrophic failures of mechanical systems like an aeroengine. To effectively …
Remaining useful life prediction of aircraft engine based on degradation pattern learning
Prognostics, which usually means the prediction of the field reliability or the Remaining
Useful Life (RUL), is the basis of Prognostic and Health Management (PHM). Research in …
Useful Life (RUL), is the basis of Prognostic and Health Management (PHM). Research in …
Fast Bayesian inference of reparameterized gamma process with random effects
In the field of reliability engineering, the gamma process plays an important role in modeling
degradation processes. However, extracting lifetime information from product degradation …
degradation processes. However, extracting lifetime information from product degradation …
Performance-based gas turbine health monitoring, diagnostics, and prognostics: A survey
Health monitoring is an essential part of condition-based maintenance and prognostics and
health management for gas turbines. Various health monitoring systems have been …
health management for gas turbines. Various health monitoring systems have been …
Time-lag selection for time-series forecasting using neural network and heuristic algorithm
The time-series forecasting is a vital area that motivates continuous investigate areas of
intrigued for different applications. A critical step for the time-series forecasting is the right …
intrigued for different applications. A critical step for the time-series forecasting is the right …
Multiscale deep bidirectional gated recurrent neural networks based prognostic method for complex non-linear degradation systems
Reliable estimation of the remaining useful life (RUL) of complex engineered systems plays
a vital role in avoiding undue maintenance situations while guaranteeing system safety …
a vital role in avoiding undue maintenance situations while guaranteeing system safety …
Expert system dedicated to condition-based maintenance based on a knowledge graph approach: Application to an aeronautic system
A Sarazin, J Bascans, JB Sciau, J Song… - Expert Systems with …, 2021 - Elsevier
Abstract Condition Based Maintenance (CBM) has become the focus of many research
topics over the past decades. This is mostly related to the development of new machine …
topics over the past decades. This is mostly related to the development of new machine …
[PDF][PDF] 一种基于数据驱动和贝叶斯理论的机械系统剩余寿命预测方法
赵申坤， 姜潮， 龙湘云 - 机械工程学报, 2018 - researchgate.net
针对复杂机械系统剩余寿命预测问题, 提出一种基于数据驱动方法和贝叶斯理论的机械系统剩余
寿命预测方法. 该方法基于数据驱动方法, 对相同或相似系统的历史状态监测数据进行融合 …
寿命预测方法. 该方法基于数据驱动方法, 对相同或相似系统的历史状态监测数据进行融合 …