Condition-based maintenance considering shock and degradation processes [PDF]
Decision Science Letters, 2017 An important issue in maintaining the industrial equipment is to introduce an appropriate maintenance policy to monitor the conditions of the equipment. In this research, an investigation on the concurrent effects of erosion and random shocks during the ...
Hossein Rahimi Komijani +3 more
doaj +1 more source
A review of physics-based models in prognostics: application to gears and bearings of rotating machinery [PDF]
, 2016 Health condition monitoring for rotating machinery has been developed for many years due to its potential to reduce the cost of the maintenance operations and increase availability.
Cubillo, Adrian +2 more
core +2 more sources
Genetic algorithms for condition-based maintenance optimization under uncertainty [PDF]
, 2015 International audienceThis paper proposes and compares different techniques for maintenance optimization based on Genetic Algorithms (GA), when the parameters of the maintenance model are affected by uncertainty and the fitness values are represented by ...
Compare, M, Martini, F., Zio, E.
core +3 more sources
Machining conditions-based preventive maintenance [PDF]
International Journal of Production Research, 2007 In this study we propose an operating conditions-based preventive maintenance (PM) approach for computer numerical control (CNC) turning machines. A CNC machine wears according to how much it is used and the conditions under which it is used. Higher power or production rates result in more wear and higher failure rates.
Akturk, M.S., Gurel, S.
openaire +3 more sources
A New Statistical Features Based Approach for Bearing Fault Diagnosis Using Vibration Signals
Sensors, 2022 In condition based maintenance, different signal processing techniques are used to sense the faults through the vibration and acoustic emission signals, received from the machinery.
Muhammad Altaf +5 more
doaj +1 more source
Clustering of Condition-Based Maintenance Activities with Imperfect Maintenance and Predication Signals [PDF]
International Journal of Industrial Engineering and Production Research, 2022 Condition-based maintenance (CBM) is a well-known maintenance cost minimization strategy in which maintenance activities are performed based on the actual state of the system being maintained.
Hasan Rasay +2 more
doaj
A Comprehensive Review of Machine Learning Techniques for Condition-Based Maintenance
International Journal of Prognostics and Health ManagementWhile most industrial maintenance strategies are centered on optimizing machine runtime and cost reduction, the condition-based maintenance (CBM) strategy distinguishes itself from others in its use of real-time operational data from machines to help ...
Tyler Ward +3 more
doaj +1 more source
Review and Comparison of Intelligent Optimization Modelling Techniques for Energy Forecasting and Condition-Based Maintenance in PV Plants [PDF]
, 2019 Within the field of soft computing, intelligent optimization modelling techniques include various major techniques in artificial intelligence. These techniques pretend to generate new business knowledge transforming sets of "raw data" into business ...
Crespo Márquez, Adolfo +4 more
core +1 more source
IEEE Access, 2019 A condition-based maintenance approach may be used for planning the maintenance activities of textile machines with a satisfactory performance by developing maintenance decision-making support based on fuzzy logic and vibration monitoring.
Marius Baban +2 more
doaj +1 more source
Condition based maintenance of trains doors [PDF]
, 2011 As part of the project DUST financed by Vinnova, we have investigated whether event data generated on trains can be used for finding evidence of wear on train doors.
Ekman, Jan +2 more
core +1 more source