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 …

This paper develops an equipment failure prognostics model, in the context of Condition Based
Maintenance (CBM), in order to predict the equipment’s chance of survival, using Logical …

Logical Analysis of Data (LAD) is a well-known classification technique that generates
interpretable patterns with competitive accuracy. The challenge encountered in applying LAD …

… LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based
maintenance. Journal of Intelligent Manufacturing 23(2), pp. 265-275. …

… This paper proposes two original methods for data pretreatment suitable for LAD-CBM (logical
analysis of data applied to condition based maintenance). Other simple (SI) procedures …

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 (LAD…

… and Yacout, S., LAD-CBM; new data processing tool for diagnosis and prognosis in
condition-based maintenance, Journal of Intelligent Manufacturing vol. 23, pp: 265-275, 2012. Boros, …

… LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based
maintenance. Journal of Intelligent Manufacturing 23(2), 265–275 (2012) …

Most of the reported prognostic techniques use a small number of condition indicators and/or
use a thresholding strategies in order to predict the remaining useful life (RUL). In this …

This paper presents an extensive literature review on the field of condition-based maintenance
(CBM). The paper encompasses over 4000 contributions, analysed through bibliometric …