Roozbeh Razavi-Far

发表

Efficient sampling techniques for ensemble learning and diagnosing bearing defects under class imbalanced condition

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

A supervised cooperative clustering scheme for diagnosing process faults in an industrial plant

Q. M. Jonathan Wu, Roozbeh Razavi-Far, Mehrdad Saif, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Broken rotor bars detection in induction motors using Cubature Kalman Filter

Roozbeh Razavi-Far, Mehrdad Saif, Elham Kowsari, 2017, IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.

Optimal detection of new classes of faults by an Invasive Weed Optimization method

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Multiple Imputation of Missing Residuals for Fault Classification: A Wind Turbine Application

Q. M. Jonathan Wu, Roozbeh Razavi-Far, Mehrdad Saif, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Fractional order unknown input filter design for fault detection of discrete linear systems

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2017, IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society.

One-class classifiers for detecting faults in induction motors

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2017, 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE).

A Comparative Assessment of Dimensionality Reduction Techniques for Diagnosing Faults in Smart Grids

Roozbeh Razavi-Far, Mehrdad Saif, Hossein Hassani, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Efficient feature extraction of vibration signals for diagnosing bearing defects in induction motors

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

A neuro-wavelet based approach for diagnosing bearing defects

Roozbeh Razavi-Far, Jafar Zarei, Mohammad Mahdi Arefi, 2020, Adv. Eng. Informatics.

Analyzing the Vibration Signals for Bearing Defects Diagnosis Using the Combination of SGWT Feature Extraction and SVM

Roozbeh Razavi-Far, Mehrdad Saif, Mohammad Mehdi Arefi, 2018 .

Ensemble of One-Class Classifiers for Detecting Faults in Induction Motors

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2018, CCECE.

A Dual Approach for Positive T-S Fuzzy Controller Design and Its Application to Cancer Treatment Under Immunotherapy and Chemotherapy

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2019, Biomed. Signal Process. Control..

Multi-step parallel-strategy for estimating the remaining useful life of batteries

Roozbeh Razavi-Far, Mehrdad Saif, Shiladitya Chakrabarti, 2017, 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE).

Adaptive Sliding Mode Fuzzy PID Control: Supervisory Control Systems

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2020, 2020 IEEE International Systems Conference (SysCon).

Imputation of missing data using fuzzy neighborhood density-based clustering

Roozbeh Razavi-Far, Mehrdad Saif, M. Saif, 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Robust Interval Type-2 Fuzzy Observer for Fault Detection of Networked Control Systems Subject to Immeasurable Premise Variables

Roozbeh Razavi-Far, Mehrdad Saif, Hossein Hassani, 2019, IEEE Systems Journal.

Improved Distributed Prescribed Finite-Time Secondary Control of Inverter-Based Microgrids: Design and Real-Time Implementation

Tomislav Dragicevic, Roozbeh Razavi-Far, Mehrdad Saif, 2021, IEEE Transactions on Industrial Electronics.

A Semi-Supervised Diagnostic Framework Based on the Surface Estimation of Faulty Distributions

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2019, IEEE Transactions on Industrial Informatics.

Virtual Sensors for Fault Diagnosis: A Case of Induction Motor Broken Rotor Bar

Roozbeh Razavi-Far, Mohammad Mehdi Arefi, Niloofar Mozafari, 2021, IEEE Sensors Journal.

Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering

Vasile Palade, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Ensemble of Neural Networks for Detection and Classification of Faults in Nuclear Power Systems

Enrico Zio, Piero Baraldi, Roozbeh Razavi-Far, 2012 .

Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection

Roozbeh Razavi-Far, Mehrdad Saif, Ehsan Hallaji, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Robust fault-tolerant control of uncertain networked control systems subject to random delays and data packet dropouts

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks

Vasile Palade, Roozbeh Razavi-Far, Caro Lucas, 2009, Neurocomputing.

A Novel On-Board DC/DC Converter Controller Feeding Uncertain Constant Power Loads

Mohammad Hassan Khooban, Roozbeh Razavi-Far, Mehrdad Saif, 2021, IEEE Journal of Emerging and Selected Topics in Power Electronics.

Failure Prognosis and Applications—A Survey of Recent Literature

Roozbeh Razavi-Far, Mehrdad Saif, Marcos E. Orchard, 2019, IEEE Transactions on Reliability.

Cooperative Clustering Missing Data Imputation

Roozbeh Razavi-Far, Mehrdad Saif, Daoming Wan, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Secure Communication Based on Fractional Chaotic System by a Novel Robust Filter Algorithm

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2020, 2020 IEEE International Systems Conference (SysCon).

Multi-step-ahead prediction techniques for Lithium-ion batteries condition prognosis

Roozbeh Razavi-Far, Mehrdad Saif, Shiladitya Chakrabarti, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Multi-class heteroscedastic linear dimensionality reduction scheme for diagnosing process faults

Luis Rueda, Roozbeh Razavi-Far, Mehrdad Saif, 2017, 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE).

Plant-wide performance optimisation - The refrigeration system case

Henrik Niemann, Roozbeh Razavi-Far, Roozbeh Izadi-Zamanabadi, 2012, 2012 IEEE International Conference on Control Applications.

Invasive weed classification

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2015, Neural Computing and Applications.

An Integrated Class-Imbalanced Learning Scheme for Diagnosing Bearing Defects in Induction Motors

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2017, IEEE Transactions on Industrial Informatics.

zSlices-Based General Type-2 Fuzzy Fusion of Support Vector Machines With Application to Bearing Fault Detection

Roozbeh Razavi-Far, Jafar Zarei, Mohammad Mahdi Arefi, 2017, IEEE Transactions on Industrial Electronics.

Information Fusion and Semi-Supervised Deep Learning Scheme for Diagnosing Gear Faults in Induction Machine Systems

Shahin Hedayati Kia, Humberto Henao, Gérard-André Capolino, 2019, IEEE Transactions on Industrial Electronics.

Imputation of Missing Data for Diagnosing Sensor Faults in a Wind Turbine

Roozbeh Razavi-Far, Mehrdad Saif, M. Saif, 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.

A Novelty Detector and Extreme Verification Latency Model for Nonstationary Environments

Gregory Ditzler, Roozbeh Razavi-Far, Mehrdad Saif, 2019, IEEE Transactions on Industrial Electronics.

Extreme Learning Machine Based Prognostics of Battery Life

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2018, Int. J. Artif. Intell. Tools.

Data-driven prognostic techniques for estimation of the remaining useful life of lithium-ion batteries

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2016, 2016 IEEE International Conference on Prognostics and Health Management (ICPHM).

A Hybrid Ensemble Scheme for Diagnosing New Class Defects under Non-stationary and Class Imbalance Conditions

Vasile Palade, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, 2017, 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).

Optimising performance in steady state for a supermarket refrigeration system

Roozbeh Razavi-Far, H. Niemann, M. Kinnaert, 2012, 2012 20th Mediterranean Conference on Control & Automation (MED).

Torsional Vibration Identification Using Electrical Signatures Analysis in Induction Machine-Based Systems

Shahin Hedayati Kia, Roozbeh Razavi-Far, Mehrdad Saif, 2018, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS).

Classifier-ensemble incremental-learning procedure for nuclear transient identification at different operational conditions

Enrico Zio, Piero Baraldi, Roozbeh Razavi-Far, 2011, Reliab. Eng. Syst. Saf..

A Novel Stochastic Predictive Stabilizer for DC Microgrids Feeding CPLs

Tomislav Dragicevic, Mohammad Hassan Khooban, Roozbeh Razavi-Far, 2021, IEEE Journal of Emerging and Selected Topics in Power Electronics.

State Estimation and Fault Detection of Fractional Order Nonlinear Systems

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2018, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS).

Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2014, Expert Syst. Appl..

Ensemble of extreme learning machines for diagnosing bearing defects in non-stationary environments under class imbalance condition

Roozbeh Razavi-Far, Mehrdad Saif, M. Saif, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

Unknown Input Observers Design For Real-Time Mitigation of the False Data Injection Attacks

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

A Critical Study on the Importance of Feature Extraction and Selection for Diagnosing Bearing Defects

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2018, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS).

Roozbeh Razavi-Far, Mehrdad Saif, Majid Ahmadi, 2020, Knowl. Based Syst..

Fuzzy logic based fault diagnosis of a PWR nuclear power plant

Roozbeh Razavi-Far, Caro Lucas, Hadi Davilu, 2009 .

Robust Terminal Sliding Mode Observer-Based Sensor Fault Estimation for Uncertain Nonlinear Systems

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2020, 2020 IEEE International Systems Conference (SysCon).

Optimizing the Performance of a Refrigeration System Using an Invasive Weed Optimization Algorithm

Vasile Palade, Roozbeh Razavi-Far, Jun Sun, 2013 .

Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Correlation Clustering Imputation for Diagnosing Attacks and Faults With Missing Power Grid Data

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2020, IEEE Transactions on Smart Grid.

Dimensionality reduction-based diagnosis of bearing defects in induction motors

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

An integrated imputation-prediction scheme for prognostics of battery data with missing observations

Enrico Zio, Roozbeh Razavi-Far, Mehrdad Saif, 2019, Expert Syst. Appl..

Plant-wide dynamic and static optimisation of supermarket refrigeration systems

Hans Henrik Niemann, Roozbeh Razavi-Far, Roozbeh Izadi-Zamanabadi, 2014 .

A Hybrid Scheme for Fault Diagnosis with Partially Labeled Sets of Observations

Roozbeh Razavi-Far, Mehrdad Saif, Ehsan Hallaji, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

Rapid Stabilization of DC Microgrids with CPLs: Nonlinear Model Predictive Control

Roozbeh Razavi-Far, Mehrdad Saif, Elham Kowsari, 2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society.

Event-Triggered Adaptive Optimal Fast Terminal Sliding Mode Control Under Denial-of-Service Attacks

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2022, IEEE Systems Journal.

Generative adversarial dimensionality reduction for diagnosing faults and attacks in cyber-physical systems

Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, Mehrdad Saif, 2021, Neurocomputing.

Dynamic Group Decision Support Models for Locating Faults in Power Systems

Roozbeh Razavi-Far, Mehrdad Saif, Hossein Hassani, 2021, 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS).

Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients

Vasile Palade, Roozbeh Razavi-Far, Mehrdad Saif, 2021, IEEE Access.

Unsupervised concrete feature selection based on mutual information for diagnosing faults and cyber-attacks in power systems

Roozbeh Razavi-Far, Mehrdad Saif, Ehsan Hallaji, 2021, Eng. Appl. Artif. Intell..

Generative Adversarial Network-Based Scheme for Diagnosing Faults in Cyber-Physical Power Systems

Vasile Palade, Roozbeh Razavi-Far, Mehrdad Saif, 2021, Sensors.

Robust and Reliable Output Feedback Control for Uncertain Networked Control Systems Against Actuator Faults

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2021, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

COLI: Collaborative clustering missing data imputation

Roozbeh Razavi-Far, Mehrdad Saif, Niloofar Mozafari, 2021, Pattern Recognit. Lett..

Intelligent Multiobjective NSBGA-II Control of Power Converters in DC Microgrids

Tomislav Dragičević, Roozbeh Razavi-Far, Jafar Zarei, 2021, IEEE Transactions on Industrial Electronics.

Consensus and Reputation-Based Resilient Control of Networked Microgrids

Roozbeh Razavi-Far, Mehrdad Saif, Mohammadreza Hallajiyan, 2021, 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS).

Multi-objective NSBGA-II control of HIV therapy with monthly output measurement

Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, 2021, Biomed. Signal Process. Control..

Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids

Frede Blaabjerg, Roozbeh Razavi-Far, Mehrdad Saif, 2021, IEEE Transactions on Emerging Topics in Computational Intelligence.

Adversarial Semi-Supervised Learning for Diagnosing Faults and Attacks in Power Grids

Masood Parvania, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, 2021, IEEE Transactions on Smart Grid.

Induction Motors Fault Detection Using Square-Root Transformed Cubature Quadrature Kalman Filter

Roozbeh Razavi-Far, Elham Kowsari, Jafar Zarei, 2019, IEEE Transactions on Energy Conversion.