Alexander E. Prosvirin

17 papers Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Intelligent rubbing fault identification using multivariate signals and a multivariate one-dimensional convolutional neural network. Expert Syst. Appl. Alexander E. Prosvirin, Andrei S. Maliuk, Jong-Myon Kim
2021	J	`jnl`	Construction of a Sensitive and Speed Invariant Gearbox Fault Diagnosis Model Using an Incorporated Utilizing Adaptive Noise Control and a Stacked Sparse Autoencoder-Based Deep Neural Network. Sensors Cong Dai Nguyen, Alexander E. Prosvirin, Cheol Hong Kim, Jong-Myon Kim
2021	J	`jnl`	Global and Local Feature Extraction Using a Convolutional Autoencoder and Neural Networks for Diagnosing Centrifugal Pump Mechanical Faults. IEEE Access Alexander E. Prosvirin, Zahoor Ahmad, Jong-Myon Kim
2021	J	`jnl`	Hybrid Rubbing Fault Identification Using a Deep Learning-Based Observation Technique. IEEE Trans. Neural Networks Learn. Syst. Alexander E. Prosvirin, Farzin Piltan, Jong-Myon Kim
2021	J	`jnl`	Novel Bearing Fault Diagnosis Using Gaussian Mixture Model-Based Fault Band Selection. Sensors Andrei S. Maliuk, Alexander E. Prosvirin, Zahoor Ahmad, Cheol Hong Kim, Jong-Myon Kim
2020	J	`jnl`	A Reliable Fault Diagnosis Method for a Gearbox System with Varying Rotational Speeds. Sensors Cong Dai Nguyen, Alexander E. Prosvirin, Jong-Myon Kim
2020	J	`jnl`	Bearing Fault Diagnosis of Induction Motors Using a Genetic Algorithm and Machine Learning Classifiers. Sensors Rafia Nishat Toma, Alexander E. Prosvirin, Jong-Myon Kim
2020	J	`jnl`	Blade Rub-Impact Fault Identification Using Autoencoder-Based Nonlinear Function Approximation and a Deep Neural Network. Sensors Alexander E. Prosvirin, Farzin Piltan, Jong-Myon Kim
2020	—	`conf`	Fault Identification of Multi-level Gear Defects Using Adaptive Noise Control and a Genetic Algorithm. IHCI (1) Cong Dai Nguyen, Alexander E. Prosvirin, Jong-Myon Kim
2020	J	`jnl`	Multistage Centrifugal Pump Fault Diagnosis by Selecting Fault Characteristic Modes of Vibration and Using Pearson Linear Discriminant Analysis. IEEE Access Zahoor Ahmad, Alexander E. Prosvirin, Jaeyoung Kim, Jong-Myon Kim
2020	J	`jnl`	Robot manipulator active fault-tolerant control using a machine learning-based automated robust hybrid observer. J. Intell. Fuzzy Syst. Farzin Piltan, Alexander E. Prosvirin, Jong-Myon Kim
2019	J	`jnl`	An Improved Algorithm for Selecting IMF Components in Ensemble Empirical Mode Decomposition for Domain of Rub-Impact Fault Diagnosis. IEEE Access Alexander E. Prosvirin, M. M. Manjurul Islam, Jong-Myon Kim
2018	—	`conf`	Intelligent Rub-Impact Fault Diagnosis Based on Genetic Algorithm-Based IMF Selection in Ensemble Empirical Mode Decomposition and Diverse Features Models. IDEAL (1) M. M. Manjurul Islam, Alexander E. Prosvirin, Jong-Myon Kim
2018	J	`jnl`	Reliable fault diagnosis of bearings with varying rotational speeds using envelope spectrum and convolution neural networks. Soft Comput. Dileep Kumar Appana, Alexander E. Prosvirin, Jong-Myon Kim
2018	J	`jnl`	Rub-Impact Fault Diagnosis Using an Effective IMF Selection Technique in Ensemble Empirical Mode Decomposition and Hybrid Feature Models. Sensors Alexander E. Prosvirin, M. M. Manjurul Islam, Jaeyoung Kim, Jong-Myon Kim
2018	—	`conf`	Towards bearing health prognosis using generative adversarial networks: Modeling bearing degradation. ICACS Sheraz Ali Khan, Alexander E. Prosvirin, Jong-Myon Kim
2017	—	`conf`	Bearing Fault Diagnosis Based on Convolutional Neural Networks with Kurtogram Representation of Acoustic Emission Signals. CSA/CUTE Alexander E. Prosvirin, Jaeyoung Kim, Jong-Myon Kim