Research on reliability modeling of CNC equipment subsystem

In order to reduce the reliability modeling error of CNC equipment, It is proposed in the paper that when a fault occurs in one subsystem, the fault data of other subsystems can be processed as truncated data. The fault sequence can be corrected by means of the average rank method, then the parameters of the model can be estimated and the fitting test can be performed. Finally,taking a series of machining center as an example, the validity of this method is verified by modeling the subsystem.

Authors

Institutions

Publication Details

Published
2025-03-21
DOI
https://doi.org/10.1109/iscait64916.2025.11010500
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on reliability modeling of CNC equipment subsystem

Jian Yin, Zhishuai Zhang, Shuo Wang, Xiaohui Han
1 links
Manufacturing Process and Optimization
article

Research on reliability modeling of CNC equipment subsystem

Jian Yin, Zhishuai Zhang, Shuo Wang, Xiaohui Han
article en

Abstract

In order to reduce the reliability modeling error of CNC equipment, It is proposed in the paper that when a fault occurs in one subsystem, the fault data of other subsystems can be processed as truncated data. The fault sequence can be corrected by means of the average rank method, then the parameters of the model can be estimated and the fitting test can be performed. Finally,taking a series of machining center as an example, the validity of this method is verified by modeling the subsystem.

Shandong Normal University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 83%
Manufacturing Process and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.