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Roozbeh Razavi-Far
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Failure prognosis and applications—A survey of recent literature
M Kordestani, M Saif, ME Orchard, R Razavi-Far, K Khorasani
IEEE Transactions on Reliability, 2019
1402019
Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks
R Razavi-Far, H Davilu, V Palade, C Lucas
Neurocomputing 72 (13-15), 2939-2951, 2009
1122009
Information fusion and semi-supervised deep learning scheme for diagnosing gear faults in induction machine systems
R Razavi-Far, E Hallaji, M Farajzadeh-Zanjani, M Saif, SH Kia, H Henao, ...
IEEE Transactions on Industrial Electronics 66 (8), 6331-6342, 2018
1012018
An integrated class-imbalanced learning scheme for diagnosing bearing defects in induction motors
R Razavi-Far, M Farajzadeh-Zanjani, M Saif
IEEE Transactions on Industrial Informatics 13 (6), 2758-2769, 2017
992017
A semi-supervised diagnostic framework based on the surface estimation of faulty distributions
R Razavi-Far, E Hallaji, M Farajzadeh-Zanjani, M Saif
IEEE Transactions on Industrial Informatics 15 (3), 1277-1286, 2018
682018
zSlices-based general type-2 fuzzy fusion of support vector machines with application to bearing fault detection
H Hassani, J Zarei, MM Arefi, R Razavi-Far
IEEE Transactions on Industrial Electronics 64 (9), 7210-7217, 2017
492017
Bagged ensemble of Fuzzy C-Means classifiers for nuclear transient identification
P Baraldi, R Razavi-Far, E Zio
Annals of Nuclear Energy 38 (5), 1161-1171, 2011
462011
Correlation clustering imputation for diagnosing attacks and faults with missing power grid data
R Razavi-Far, M Farajzadeh-Zanjani, M Saif, S Chakrabarti
IEEE Transactions on Smart Grid 11 (2), 1453-1464, 2019
422019
A novelty detector and extreme verification latency model for nonstationary environments
R Razavi-Far, E Hallaji, M Saif, G Ditzler
IEEE Transactions on Industrial Electronics 66 (1), 561-570, 2018
412018
An integrated imputation-prediction scheme for prognostics of battery data with missing observations
R Razavi-Far, S Chakrabarti, M Saif, E Zio
Expert Systems with Applications 115, 709-723, 2019
402019
Classifier-ensemble incremental-learning procedure for nuclear transient identification at different operational conditions
P Baraldi, R Razavi-Far, E Zio
Reliability Engineering & System Safety 96 (4), 480-488, 2011
382011
Similarity-learning information-fusion schemes for missing data imputation
R Razavi-Far, B Cheng, M Saif, M Ahmadi
Knowledge-Based Systems 187, 104805, 2020
352020
Dynamic weighting ensembles for incremental learning and diagnosing new concept class faults in nuclear power systems
R Razavi-Far, P Baraldi, E Zio
IEEE Transactions on Nuclear Science 59 (5), 2520-2530, 2012
332012
A multiple observers and dynamic weighting ensembles scheme for diagnosing new class faults in wind turbines
R Razavi-Far, M Kinnaert
Control Engineering Practice 21 (9), 1165-1177, 2013
312013
Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios
R Razavi-Far, E Zio, V Palade
Expert Systems with Applications 41 (14), 6386-6399, 2014
302014
Data-driven prognostic techniques for estimation of the remaining useful life of lithium-ion batteries
R Razavi-Far, M Farajzadeh-Zanjani, S Chakrabarti, M Saif
2016 IEEE international conference on prognostics and health management …, 2016
292016
Efficient feature extraction of vibration signals for diagnosing bearing defects in induction motors
M Farajzadeh-Zanjani, R Razavi-Far, M Saif, L Rueda
2016 International Joint Conference on Neural Networks (IJCNN), 4504-4511, 2016
282016
Efficient sampling techniques for ensemble learning and diagnosing bearing defects under class imbalanced condition
M Farajzadeh-Zanjani, R Razavi-Far, M Saif
2016 IEEE symposium series on computational intelligence (SSCI), 1-7, 2016
262016
Incremental design of a decision system for residual evaluation: A wind turbine application
R Razavi-Far, M Kinnaert
IFAC Proceedings Volumes 45 (20), 343-348, 2012
262012
Neuro-fuzzy based fault diagnosis of a steam generator
R Razavi-Far, H Davilu, V Palade, C Lucas
IFAC Proceedings Volumes 42 (8), 1180-1185, 2009
252009
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