LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance
A Bennane, S Yacout - Journal of Intelligent Manufacturing, 2012 - Springer
This paper investigates the application of a data mining technique called Logical Analysis of
Data (LAD) to condition-based maintenance. The existing classification techniques are …
Data (LAD) to condition-based maintenance. The existing classification techniques are …
Fault detection and diagnosis for condition based maintenance using the logical analysis of data
S Yacout - The 40th International Conference on Computers & …, 2010 - ieeexplore.ieee.org
Presently, most maintenance decisions are mainly based on failure event. Nevertheless, in
many cases and for many types of equipment this event can rarely be seen or can happen …
many cases and for many types of equipment this event can rarely be seen or can happen …
Applicability and interpretability of logical analysis of data in condition based maintenance
MA Mortada - 2010 - publications.polymtl.ca
Cette thèse étudie l'applicabilité et l'adaptabilité d'une approche d'exploration de données
basée sur l'intelligence artificielle proposée dans [Hammer, 1986] et appelée analyse …
basée sur l'intelligence artificielle proposée dans [Hammer, 1986] et appelée analyse …
Fault diagnosis in power transformers using multi-class logical analysis of data
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 …
detection and identification of faults based on an approach called logical analysis of data …
Data mining approaches for intelligent condition-based maintenance: a framework of intelligent fault diagnosis and prognosis System (IFDPS)
Z Zhang - 2014 - ntnuopen.ntnu.no
Condition-based Maintenance (CBM) is a maintenance policy that take maintenance action
just when need arises with real-time condition monitoring. Intelligent CBM means a CBM …
just when need arises with real-time condition monitoring. Intelligent CBM means a CBM …
Data fusion/data mining-based architecture for condition-based maintenance
D Raheja, J Llinas, R Nagi… - International journal of …, 2006 - Taylor & Francis
Condition-based maintenance (CBM) is a maintenance philosophy wherein equipment
repair or replacement decisions are based on the current and projected future health of the …
repair or replacement decisions are based on the current and projected future health of the …
Logical analysis of maintenance and performance data of physical assets, ID34
S Yacout - 2012 Proceedings Annual Reliability and …, 2012 - ieeexplore.ieee.org
We present a novel approach to fault detection and Physical Asset Health Management
(PAHM) called Logical Analysis of Data (LAD). LAD is a supervised learning, artificial …
(PAHM) called Logical Analysis of Data (LAD). LAD is a supervised learning, artificial …
Data mining and machine learning for condition-based maintenance
Complex production systems may count thousands of parts and components, subjected to
multiple physical and logical connections and interdependencies. This level of complexity …
multiple physical and logical connections and interdependencies. This level of complexity …
[PDF][PDF] An expert system for fault diagnostics in condition based maintenance
EA Simeón, AJ Álvares, RR Gudwin - ABCM Symp. Ser. Mechatron, 2010 - abcm.org.br
The main idea of Condition Based Maintenance (CBM) is to monitor the health of critical
machine components and system almost in real time during operation and support the …
machine components and system almost in real time during operation and support the …
Maintenance decision making based on different types of data fusion
D Galar, A Gustafson, BV Tormos Martínez… - Eksploatacja i …, 2012 - riunet.upv.es
[EN] Over the last decade, system integration is applied more as it allows organizations to
streamline business processes. A recent development in the asset engineering …
streamline business processes. A recent development in the asset engineering …