Remaining useful life prediction of automotive engine oils using MEMS technologies

被引：0

作者：

Jagannathan, S ^{[1
]}

Raju, GVS ^{[1
]}

机构：

[1] Univ Texas, Intelligent Syst Lab, San Antonio, TX 78249 USA

来源：

PROCEEDINGS OF THE 2000 AMERICAN CONTROL CONFERENCE, VOLS 1-6 | 2000年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper proposes a novel adaptive methodology where both micro-sensors and models are used in conjunction with neural network/fuzzy classification algorithm to predict the quality of engine oils. The condition of the engine oil is defined as a single variable and trended. Advanced prognostic algorithms are then applied on the oil condition trends to predict the remaining useful life of engine oils. Experimental results are given.

引用

页码：3511 / 3512

页数：2

共 50 条

[1] REMAINING USEFUL LIFE MEASUREMENTS OF DIESEL-ENGINE OILS, AUTOMOTIVE ENGINE OILS, HYDRAULIC FLUIDS, AND GREASES USING CYCLIC VOLTAMMETRIC METHODS
KAUFFMAN, RE
LUBRICATION ENGINEERING, 1995, 51 (03): : 223 - 229
[2] Remaining Useful Life Prediction of MEMS Sensors Used in Automotive Under Random Vibration Loading
Liu, Yue
Sun, Bo
59TH ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS), 2013,
[3] ESTIMATION OF REMAINING USEFUL LIFE OF AN INTAKE AIR FILTER IN AN AUTOMOTIVE ENGINE
Jammoussi, Hassene
Landolsi, Fakhreddine
Makki, Imad
PROCEEDINGS OF THE ASME 10TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2017, VOL 2, 2017,
[4] Remaining Useful Life Prediction of Gas Turbine Engine using Autoregressive Model
Ahsan, Shazaib
Lemma, Tamiru Alemu
UTP-UMP SYMPOSIUM ON ENERGY SYSTEMS 2017 (SES 2017), 2017, 131
[5] Remaining useful life prediction of automotive lithium-ion battery
Space Control and Inertial Technology Research Center, Harbin Institute of Technology, Harbin
150020, China
Qiche Gongcheng, 4 (476-479):
[6] Remaining Useful Life Prediction for Turbofan Engine using SAE-TCN Model
Zhang, Yiming
Liu, Xiaofeng
2021 PROCEEDINGS OF THE 40TH CHINESE CONTROL CONFERENCE (CCC), 2021, : 8280 - 8285
[7] Remaining Useful Life Prediction for Turbofan Engine Using SAE-TCN Model
Liu, Xiaofeng
Xiong, Liuqi
Zhang, Yiming
Luo, Chenshuang
Bureerat, Sujin
AEROSPACE, 2023, 10 (08)
[8] Aircraft Engine Remaining Useful Life Prediction using neural networks and real-life engine operational data
Szrama, Slawomir
Lodygowski, Tomasz
ADVANCES IN ENGINEERING SOFTWARE, 2024, 192
[9] Health indicator construction and remaining useful life prediction for aircraft engine
Peng K.-X.
Pi Y.-T.
Jiao R.-H.
Tang P.
Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2020, 37 (04): : 713 - 720
[10] Prediction of remaining useful life of turbofan engine based on optimized model
Liu, Yuefeng
Zhang, Xiaoyan
Guo, Wei
Bian, Haodong
He, Yingjie
Liu, Zhen
2021 IEEE 20TH INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS (TRUSTCOM 2021), 2021, : 1473 - 1477

← 1 2 3 4 5 →