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Analysis of the Stator Current Prediction Capabilities in Induction Motor Drive Using the LSTM Network

Power electronics and drives, 2023-01, Vol.8 (1), p.31-52

2023

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Detection of single and multiple IGBTs open-circuit faults in a field-oriented controlled induction motor drive

Archives of Electrical Engineering (Online), 2017-03, Vol.66 (1), p.89-104

2017

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Efficiency of Cascaded Neural Networks in Detecting Initial Damage to Induction Motor Electric Windings

Electronics (Basel), 2020-08, Vol.9 (8), p.1314

2020

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Discrete Sliding Mode Speed Control of Induction Motor Using Time-Varying Switching Line

Electronics (Basel), 2020-01, Vol.9 (1), p.185

2020

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Application of simplified convolutional neural networks for initial stator winding fault detection of the PMSM drive using different raw signal data

IET electric power applications, 2021-07, Vol.15 (7), p.932-946

2021

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Control of the Drive System With Stiff and Elastic Couplings Using Adaptive Neuro-Fuzzy Approach

IEEE transactions on industrial electronics (1982), 2007-02, Vol.54 (1), p.228-240

2007

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Comparative Stability Analysis of Stator Current Error-based Estimators of Induction Motor Speed

Power electronics and drives, 2018-12, Vol.3 (1), p.187-203

2018

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Implementation of MLP-Based Classifier of Current Sensor Faults in Vector-Controlled Induction Motor Drive

IEEE transactions on industrial informatics, 2024-04, Vol.20 (4), p.5702-5713

2024

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Virtual Current Sensor in the Fault-Tolerant Field-Oriented Control Structure of an Induction Motor Drive

Sensors (Basel, Switzerland), 2019-11, Vol.19 (22), p.4979

2019

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Influence of Parameter Uncertainty to Stator Current Reconstruction Using Modified Luenberger Observer for Current Sensor Fault-Tolerant Induction Motor Drive

Sensors (Basel, Switzerland), 2022-12, Vol.22 (24), p.9813

2022

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Vibration Suppression in a Two-Mass Drive System Using PI Speed Controller and Additional Feedbacks-Comparative Study

IEEE transactions on industrial electronics (1982), 2007-04, Vol.54 (2), p.1193-1206

2007

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Self-Correcting Virtual Current Sensor Based on the Modified Luenberger Observer for Fault-Tolerant Induction Motor Drive

Energies (Basel), 2021-10, Vol.14 (20), p.6767

2021

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Effectiveness Analysis of PMSM Motor Rolling Bearing Fault Detectors Based on Vibration Analysis and Shallow Neural Networks

Energies (Basel), 2021-02, Vol.14 (3), p.712

2021

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FPGA Implementation of the Multilayer Neural Network for the Speed Estimation of the Two-Mass Drive System

IEEE transactions on industrial informatics, 2011-08, Vol.7 (3), p.436-445

2011

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Convolutional Neural Network-Based Stator Current Data-Driven Incipient Stator Fault Diagnosis of Inverter-Fed Induction Motor

Energies (Basel), 2020-03, Vol.13 (6), p.1475

2020

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Online Stator Interturn Short Circuits Monitoring in the DFOC Induction-Motor Drive

IEEE transactions on industrial electronics (1982), 2016-04, Vol.63 (4), p.2517-2528

2016

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Analysis of the Impact of Stator Inter-Turn Short Circuits on PMSM Drive with Scalar and Vector Control

Energies (Basel), 2021-01, Vol.14 (1), p.153

2021

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Classification of Single Current Sensor Failures in Fault-Tolerant Induction Motor Drive Using Neural Network Approach

Energies (Basel), 2022-09, Vol.15 (18), p.6646

2022

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Active Current Sensor Fault-Tolerant Control of Induction Motor Drive with Online Neural Network-Based Rotor and Stator Resistance Estimation

Power electronics and drives, 2023-01, Vol.8 (1), p.235-251

2023

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Effectiveness of Neural Fault Detectors of Permanent Magnet Synchronous Motor Trained With Symptoms From Field-Circuit Modeling

IEEE access, 2022, Vol.10, p.104598-104611

2022

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Impact of the Convolutional Neural Network Structure and Training Parameters on the Effectiveness of the Diagnostic Systems of Modern AC Motor Drives

Energies (Basel), 2022-10, Vol.15 (19), p.7008

2022

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Influence of the stator current reconstruction method on direct torque control of induction motor drive in current sensor postfault operation

Bulletin of the Polish Academy of Sciences. Technical sciences, 2022-02, Vol.70 (1), p.140099-140099

2022

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Performance Analysis of Speed-Sensorless Induction Motor Drive Using Discrete Current-Error Based MRAS Estimators

Energies (Basel), 2020-05, Vol.13 (10), p.2595

2020

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Fault Diagnosis and Fault-Tolerant Control of PMSM Drives-State of the Art and Future Challenges

IEEE access, 2022, Vol.10, p.59979-60024

2022

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Effectiveness of Selected Neural Network Structures Based on Axial Flux Analysis in Stator and Rotor Winding Incipient Fault Detection of Inverter-fed Induction Motors

Energies (Basel), 2019-06, Vol.12 (12), p.2392

2019

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Analysis of the Stator Current Prediction Capabilities in Induction Motor Drive Using the LSTM Network

Detection of single and multiple IGBTs open-circuit faults in a field-oriented controlled induction motor drive

Efficiency of Cascaded Neural Networks in Detecting Initial Damage to Induction Motor Electric Windings

Discrete Sliding Mode Speed Control of Induction Motor Using Time-Varying Switching Line

Application of simplified convolutional neural networks for initial stator winding fault detection of the PMSM drive using different raw signal data

Control of the Drive System With Stiff and Elastic Couplings Using Adaptive Neuro-Fuzzy Approach

Comparative Stability Analysis of Stator Current Error-based Estimators of Induction Motor Speed

Implementation of MLP-Based Classifier of Current Sensor Faults in Vector-Controlled Induction Motor Drive

Virtual Current Sensor in the Fault-Tolerant Field-Oriented Control Structure of an Induction Motor Drive

Influence of Parameter Uncertainty to Stator Current Reconstruction Using Modified Luenberger Observer for Current Sensor Fault-Tolerant Induction Motor Drive

Vibration Suppression in a Two-Mass Drive System Using PI Speed Controller and Additional Feedbacks-Comparative Study

Self-Correcting Virtual Current Sensor Based on the Modified Luenberger Observer for Fault-Tolerant Induction Motor Drive

Effectiveness Analysis of PMSM Motor Rolling Bearing Fault Detectors Based on Vibration Analysis and Shallow Neural Networks

FPGA Implementation of the Multilayer Neural Network for the Speed Estimation of the Two-Mass Drive System

Convolutional Neural Network-Based Stator Current Data-Driven Incipient Stator Fault Diagnosis of Inverter-Fed Induction Motor

Online Stator Interturn Short Circuits Monitoring in the DFOC Induction-Motor Drive

Analysis of the Impact of Stator Inter-Turn Short Circuits on PMSM Drive with Scalar and Vector Control

Classification of Single Current Sensor Failures in Fault-Tolerant Induction Motor Drive Using Neural Network Approach

Active Current Sensor Fault-Tolerant Control of Induction Motor Drive with Online Neural Network-Based Rotor and Stator Resistance Estimation

Effectiveness of Neural Fault Detectors of Permanent Magnet Synchronous Motor Trained With Symptoms From Field-Circuit Modeling

Impact of the Convolutional Neural Network Structure and Training Parameters on the Effectiveness of the Diagnostic Systems of Modern AC Motor Drives

Influence of the stator current reconstruction method on direct torque control of induction motor drive in current sensor postfault operation

Performance Analysis of Speed-Sensorless Induction Motor Drive Using Discrete Current-Error Based MRAS Estimators

Fault Diagnosis and Fault-Tolerant Control of PMSM Drives-State of the Art and Future Challenges

Effectiveness of Selected Neural Network Structures Based on Axial Flux Analysis in Stator and Rotor Winding Incipient Fault Detection of Inverter-fed Induction Motors

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