Fault detection methods: A literature survey

D Miljković - 2011 Proceedings of the 34th international …, 2011 - ieeexplore.ieee.org
Fault detection plays an important role in high-cost and safety-critical processes. Early
detection of process faults can help avoid abnormal event progression. Fault detection can …

Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems

A Saxena, A Saad - Applied Soft Computing, 2007 - Elsevier
We present the results of our investigation into the use of genetic algorithms (GAs) for
identifying near optimal design parameters of diagnostic systems that are based on artificial …

Fault diagnosis in power transformers using multi-class logical analysis of data

MA Mortada, S Yacout, A Lakis - Journal of Intelligent Manufacturing, 2014 - Springer
This paper presents the implementation of a novel multi-class diagnostic technique for the
detection and identification of faults based on an approach called logical analysis of data …

Diagnosis of rotor bearings using logical analysis of data

MA Mortada, S Yacout, A Lakis - Journal of Quality in Maintenance …, 2011 - emerald.com
Purpose–The purpose of this paper is to test the applicability and the performance of an
approach called logical analysis of data (LAD) on the detection of faults in rotating …

Hybrid SOM–PCA method for modeling bearing faults detection and diagnosis

ML Fadda, A Moussaoui - Journal of the Brazilian Society of Mechanical …, 2018 - Springer
Rolling bearing faults always stay a thorny problem in the renewable energy field; therefore,
the necessity of research and development in this area is essential. In this document, we …

Soil water content forecasting by ANN and SVM hybrid architecture

H Liu, D Xie, W Wu - Environmental monitoring and assessment, 2008 - Springer
Soil water content prediction is essential to the development of advanced agriculture
information systems. Because soil water content series are inherently noise and non …

cbmLAD-using logical analysis of data in condition based maintenance

MA Mortada, S Yacout - 2011 3rd International Conference on …, 2011 - ieeexplore.ieee.org
Condition Based Maintenance (CBM) software, called cbmLAD, under development at École
Polytechnique de Montréal is presented in this paper. The backbone of the software is a …

Evaluation of different fault diagnosis methods and their applications in vehicle systems

S Li, M Frey, F Gauterin - Machines, 2023 - mdpi.com
A high level of automation in vehicles is accompanied by a variety of sensors and actuators,
whose malfunctions must be dealt with caution because they might cause serious driving …

Intelligent fault recognition and diagnosis for rotating machines using neural networks

CF Ngolah, E Morden, Y Wang - International Journal of Software …, 2011 - igi-global.com
Monitoring industrial machine health in real-time is not only in high demand, it is also
complicated and difficult. Possible reasons for this include:(a) access to the machines on site …

Predictive monitoring system and method

J Barclay, B Kirby - US Patent 10,330,524, 2019 - Google Patents
A system and method is disclosed which monitors factors in order to prevent impending
component failure within a mechanical system, such as an aircraft. The monitoring system …