Failure prognosis and applications—A survey of recent literature M Kordestani, M Saif, ME Orchard, R Razavi-Far, K Khorasani IEEE Transactions on Reliability, 2021 | 260 | 2021 |
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, 2019 | 139 | 2019 |
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 | 126 | 2017 |
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 | 118 | 2009 |
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, 2019 | 93 | 2019 |
Adversarial semi-supervised learning for diagnosing faults and attacks in power grids M Farajzadeh-Zanjani, E Hallaji, R Razavi-Far, M Saif, M Parvania IEEE Transactions on Smart Grid 12 (4), 3468-3478, 2021 | 75 | 2021 |
Similarity-learning information-fusion schemes for missing data imputation R Razavi-Far, B Cheng, M Saif, M Ahmadi Knowledge-Based Systems 187, 104805, 2020 | 72 | 2020 |
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 | 65 | 2019 |
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 | 64 | 2017 |
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, 2020 | 63 | 2020 |
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, 2019 | 63 | 2019 |
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 | 49 | 2011 |
Imputation-based ensemble techniques for class imbalance learning R Razavi-Far, M Farajzadeh-Zanajni, B Wang, M Saif, S Chakrabarti IEEE Transactions on Knowledge and Data Engineering 33 (5), 1988-2001, 2021 | 46 | 2021 |
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 | 46 | 2011 |
A novel on-board DC/DC converter controller feeding uncertain constant power loads N Sarrafan, J Zarei, R Razavi-Far, M Saif, MH Khooban IEEE Journal of Emerging and Selected Topics in Power Electronics 9 (2 …, 2021 | 45 | 2021 |
Virtual sensors for fault diagnosis: a case of induction motor broken rotor bar Z Hosseinpoor, MM Arefi, R Razavi-Far, N Mozafari, S Hazbavi IEEE Sensors Journal 21 (4), 5044-5051, 2021 | 41 | 2021 |
Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems M Farajzadeh-Zanjani, E Hallaji, R Razavi-Far, M Saif Neurocomputing 440, 101-110, 2021 | 39 | 2021 |
Observer-based backstepping sliding mode control design for microgrids feeding a constant power load M Alipour, J Zarei, R Razavi-Far, M Saif, N Mijatovic, T Dragičević IEEE Transactions on Industrial Electronics 70 (1), 465-473, 2022 | 38 | 2022 |
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 | 38 | 2016 |
Robust and reliable output feedback control for uncertain networked control systems against actuator faults M Bahreini, J Zarei, R Razavi-Far, M Saif IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (4), 2555-2564, 2022 | 36 | 2022 |