Feasibility study for predicting maintenance of a five-punch nut manufacturing machine

被引：0

作者：

Novelo, X. ^{[1
]}

Chu, H. Y. ^{[1
]}

机构：

[1] Kun Shan Univ, Dept Mech Engn, 195 Kunda Rd, Tainan 710, Taiwan

来源：

PROCEEDINGS OF ASIA INTERNATIONAL CONFERENCE ON TRIBOLOGY 2018 (ASIATRIB 2018) | 2018年

关键词：

Predictive maintenance; multiscale entropy; vibration analysis; DEFECT DIAGNOSIS; TOOL;

D O I：

暂无

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

Companies create maintenance schedules, but unpredictable maintenance does occur. Therefore, this research was conducted to predict the maintenance of a nut manufacturing machine's punches by capturing vibration data through an accelerometer and analyzing it. Results of the average sample multiscale entropy (MSE) showed indications of impending failure for the 4P and 9P punches. For the 4P punch, entropy decreased before maintenance. For the 9P punch, it increased. From the moving average of the MSE values, the healthy signal range for both punches was 0.05 to 0.063. The results will be valuable to the company to alert them of impending failure.

引用

页码：25 / 26

页数：2

共 4 条

[1] Voltage Fault Precaution and Safety Management of Lithium-ion Batteries Based on Entropy for Electric Vehicles [J].

Hong, Jichao ;

Wang, Zhenpo ;

Liu, Peng .

CLEAN ENERGY FOR CLEAN CITY: CUE 2016 - APPLIED ENERGY SYMPOSIUM AND FORUM: LOW-CARBON CITIES AND URBAN ENERGY SYSTEMS, 2016, 104 :44-49

[2] Vibration monitoring for defect diagnosis of rolling element bearings as a predictive maintenance tool:: Comprehensive case studies [J].

Orhan, S ;

Aktürk, N ;

Çelik, V .

NDT & E INTERNATIONAL, 2006, 39 (04) :293-298

[3]

Senthilkumar M, 2015, INT J ACOUST VIB, V20, P4

[4]

Wang Y., 2013, 54 AIAA ASME ASCE AH, DOI [10.2514/6.2013-1942, DOI 10.2514/6.2013-1942]

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