Predicting condition based on oil analysis - A case study

被引：19

作者：

Raposo, Hugo ^{[1
]}

Farinha, Jose Torres ^{[1
]}

Fonseca, Inacio ^{[1
]}

Galar, Diego ^{[2
]}

机构：

[1] Coimbra Univ UC, Dept Mech Engn, Ctr Mech Engn Mat & Proc CEMMPRE, Coimbra, Portugal

[2] Lulea Univ Technol LTU, Dept Civil Environm & Nat Resources Engn, Lulea, Sweden

来源：

TRIBOLOGY INTERNATIONAL | 2019年 / 135卷

关键词：

Condition monitoring; Predictive maintenance; Oil analysis; Time series; t-Student; Diesel engines; FLEET; WEAR; CONSUMPTION; MODEL; TIME;

D O I：

10.1016/j.triboint.2019.01.041

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

The paper presents and discusses a model for condition monitoring. Using data from the oil in the Diesel engines of a fleet of urban buses, it studies the evolution of degradation and develops a predictive maintenance policy for oil replacement. Based on the analysis of the oil condition, the intervals of oil replacement can be expanded, allowing increased availability. The paper links time series forecasting with the statistical behavior of some oil effluents, like soot. This exercise can be expanded to include other variables, and the model has the potential to be applied to other physical assets to achieve the best availability based on a condition monitoring policy.

引用

页码：65 / 74

页数：10

共 50 条

[21] Study on Condition Monitoring in Petrochemical Equipment Using Oil Analysis Technology
Xie, Xiaopeng
Feng, Wei
Liao, Qiansheng
ADVANCED TRIBOLOGY, 2009, : 942 - 946
[22] A Case Study of Condition-Based Maintenance Modeling Based Upon the Vibration Analysis Data of Wind Machines
Wang, Wenbin
Ma, Xiaoyang
PROCEEDINGS OF 2014 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-2014 HUNAN), 2014, : 565 - 568
[23] Anisotropy-Based Analysis for the Case of Nonzero Initial Condition
V. A. Boichenko
Automation and Remote Control, 2019, 80 : 531 - 542
[24] Anisotropy-Based Analysis for the Case of Nonzero Initial Condition
Boichenko, V. A.
AUTOMATION AND REMOTE CONTROL, 2019, 80 (03) : 531 - 542
[25] A STUDY OF FORMATION DAMAGE CAUSED BY OIL-BASED MUD IN DYNAMIC CONDITION
Ismail, Issham
Murugesu, Thanapala Singam
JURNAL TEKNOLOGI, 2005, 43
[26] GIS-based Analysis on Vulnerability of Ambulance Response Coverage to Traffic Condition: A Case Study of Seoul
Cho, Jungwoo
Yoon, Yoonjin
2015 IEEE 18TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, : 1402 - 1407
[27] Vibration based condition monitoring of rotating part using spectrum analysis: A case study on milling machine
Kumar, B. K. Pavan
Basavaraj, Yadavalli
Kumar, N. Keerthi
Sandeep, M. J.
MATERIALS TODAY-PROCEEDINGS, 2022, 49 : 744 - 747
[28] Case study: Condition-based maintenance using cyclostationary analysis and numerical modeling with innovative indicators
Kebabsa, Tarek
Babouri, Mohamed Khemissi
Djebala, Abderrazek
Ouelaa, Nouredine
ADVANCES IN MECHANICAL ENGINEERING, 2024, 16 (10)
[29] Distribution of remaining oil based on a single sand body analysis: a case study of Xingbei Oilfield
Xie Pengfei
Yin Yanshu
Li Weiqiang
Li Feng
Zhao Lei
Journal of Petroleum Exploration and Production Technology, 2018, 8 : 1159 - 1167
[30] Distribution of remaining oil based on a single sand body analysis: a case study of Xingbei Oilfield
Xie Pengfei
Yin Yanshu
Li Weiqiang
Li Feng
Zhao Lei
JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2018, 8 (04) : 1159 - 1167

← 1 2 3 4 5 →