Bearing remaining useful life prediction using self-adaptive graph convolutional networks with self-attention mechanism
Bearings are commonly used to reduce friction between moving parts. Bearings may fail due
to lubrication failure, contamination, corrosion, and fatigue. To prevent bearing failures, it is …
to lubrication failure, contamination, corrosion, and fatigue. To prevent bearing failures, it is …
A reliability evaluation model of rolling bearings based on WKN-BiGRU and Wiener process
L Dai, J Guo, JL Wan, J Wang, X Zan - Reliability Engineering & System …, 2022 - Elsevier
Reliability evaluation is highly significant for the safe and reliable service of rolling bearings.
It is to accurately reflect degradation states of rolling bearings. However, traditional methods …
It is to accurately reflect degradation states of rolling bearings. However, traditional methods …
Early fault diagnosis of rotating machinery based on composite zoom permutation entropy
C Ma, Y Li, X Wang, Z Cai - Reliability Engineering & System Safety, 2023 - Elsevier
Fault diagnosis of rotating machinery serves an important role in informing system operation
and predictive maintenance decisions. To quantify the fault information from vibrational …
and predictive maintenance decisions. To quantify the fault information from vibrational …
Review of lubrication and cooling in computer numerical control (CNC) machine tools: a content and visualization analysis, research hotspots and gaps
Lubrication and cooling (LC) are critical for mechanical devices' effective and dependable
functioning, because they decrease friction and wear of moving components, ensuring …
functioning, because they decrease friction and wear of moving components, ensuring …
A novel method of key meta-action unit integrated identification for CNC machine tool reliability
J Li, Y Li, S Wen, G Zhang - Computers & Industrial Engineering, 2023 - Elsevier
There are many parts in CNC (computer numerical control) machine tool. Considering the
time and economy, it is impossible to analyse them one by one. In order to reduce the …
time and economy, it is impossible to analyse them one by one. In order to reduce the …
Reliability analysis of correlated failure modes by transforming fault tree model to Bayesian network: a case study of the MDS of a CNC machine tool
Main drive systems (MDSs) are key subsystems of CNC machine tools. They transmit the
drive force from the main motors into a precise drive force of the main spindle systems of the …
drive force from the main motors into a precise drive force of the main spindle systems of the …
Human–machine systems reliability: A series–parallel approach for evaluation and improvement in the field of machine tools
Machine workshops generate high scrap rates, causing non-compliance with timely delivery
and high production costs. Due to their natural characteristics of a low volume, high-mix …
and high production costs. Due to their natural characteristics of a low volume, high-mix …
A modified damage accumulation model for life prediction of aero‐engine materials under combined high and low cycle fatigue loading
S Bai, HZ Huang, YF Li, A Yu… - Fatigue & Fracture of …, 2021 - Wiley Online Library
Aero‐engine hot section components experience combined high and low cycle fatigue
(CCF) loading under actual working conditions. This paper proposes a modified fatigue …
(CCF) loading under actual working conditions. This paper proposes a modified fatigue …
Multi-perspective failure mode and effects analysis based on rough number projection
H An, G Xu, Z Sun, W Chen, J Pan - Engineering Failure Analysis, 2025 - Elsevier
Abstract Failure Mode and Effects Analysis (FMEA) plays a crucial role in reliability analysis
and is widely used in the industrial field. Typically, FMEA methods enhance the validity of …
and is widely used in the industrial field. Typically, FMEA methods enhance the validity of …
Experimental tolerance design of robot manipulators accounting for positioning accuracy reliability
P Huang, H Li, Y Gu, G Qiu… - Quality and Reliability …, 2023 - Wiley Online Library
A new tolerance design method based on experimental design and positioning accuracy
reliability is presented to deal with uncertainties of robot manipulators resulting from …
reliability is presented to deal with uncertainties of robot manipulators resulting from …