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van Khang Huynh

van Khang Huynh

Professor

Department of Engineering Sciences >

 

+47 37 23 34 21

+47 905 99 263

Office:
H4033 ( Jon Lilletuns vei 9, Grimstad )

Education

D.Sc degree in Tech. Electromechanics & Electric Drives, Aalto University, Finland, 2012.

M.Sc degree in Power Electronics and Motor Drives, Pusan National University, South Korea, 2008.

B.Sc Degree in Electrical Power Engineering, Ho Chi Minh city University of Technology, Vietnam, 2002.

 

Research interests

Interests:

Electrical machines, power electronics, fault detection, design optimisation, finite element analysis and efficient energy systems.

Courses and teaching

ENE 236 - Electrical Machines (B.Sc)

ENE 505 - Power Electronics for Renewable Energy (M.Sc)

MAS 702 - Electromagnetic modelling (PhD)

Work experience

University of Agder, Norway

2019 - present: Full professor

Since 2013 - 2019: Associate professor

Tampere University of Technology, Finland.

2012 - 2013: Postdoc researcher

Can Tho University, Vietnam

2002-2005: Assistant lecturer

Academic interests

 

 

Projects

Current PhD/postdoc projects

  • Energy Systems group

PhD candidate - Ahmed Mohamed Salem Ali: Novel multilevel converters for energy storage systems.

PhD candidate- Immanuel Ninma Jiya : Multiple Input DC-DC Converters for Microgrids.

Industrial PhD candidate - Milad Golzar: Fault Diagnosis of Permanent Magnet Synchronous Motors.

  • Dynamics group

PhD candidate - Sveinung Attestog: Numerical Modelling-based Diagnosis of Permanent Magnet Synchronous Motors in Transient States.

PhD candidate - Arild Bergesen Husebø: Prognostics of Rolling Element Bearings using Machine Learning.

Dr. Surya Teja Kandukuri: Lifetime models in a multi-objective optimisation design.

Dr. Jagath Sri Lal Senanayaka: Fault diagnosis for smart energy systems.

 

  •  Drives group

PhD candidate - Saeed Ebrahimi: Diagnostics and Prognostics for Electric Winches based on Sensor Fusion.

 

Completed PhD projects

Dr. Jagath Sri Lal Senanayaka: Online Condition Monitoring of Electric Powertrains using Machine Learning and Data Fusion, 2020.

Dr. Martin Hemmer: Condition Monitoring Methods for Large, Low-speed Bearings, 2020.

Dr. Andreas Klausen: Real-time roller bearing condition monitoring during low speeds, 2019.

Dr. Surya Teja Kandukuri: Health monitoring of electrical pitch & yaw systems in offshore wind turbines, 2017.

Scientific publications

  • Suzdalenko, Alexander; Zakis, Janis; Huynh, Khang; Suskis, Pavels (2023). 9-Level Active Neutral Point Clamped Multilevel Converter with Cascaded H-Bridges Fed by Flying Capacitors and T-Type Interconnections. IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society. ISBN: 979-8-3503-3182-0. IEEE (Institute of Electrical and Electronics Engineers). Chapter.
  • Asad, Bilal; Raja, Hadi Ashraf; Vaimann, Toomas; Kallaste, Ants; Pomarnacki, Raimondas; Huynh, Khang (2023). A Current Spectrum-Based Algorithm for Fault Detection of Electrical Machines Using Low-Power Data Acquisition Devices. Electronics. ISSN: 2079-9292. 12 (7). doi:10.3390/electronics12071746.
  • Suskis, Pavels; Zakis, Janis; Suzdalenko, Alexander; Huynh, Khang; Pomarnacki, Raimondas (2023). A Study on Electrolytic Capacitor Aging in Power Converters and Parameter Change Over the Lifespan. 2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE). ISBN: 979-8-3503-1178-5. IEEE conference proceedings. Chapter.
  • Eid, Mahmoud Sayed Mahmoud; Huynh, Khang; Senanayaka, Jagath Sri Lal; Robbersmyr, Kjell Gunnar; Panadero, Ruben (2023). A two-stage Fault Diagnosis Scheme of Partial Demagnetization Faults in PMSMs with Low Labelled Rates. 2023 IEEE International Electric Machines & Drives Conference (IEMDC). ISBN: 979-8-3503-9899-1. IEEE conference proceedings. Chapter.
  • Nguyen, Nam Du Hoang; Huynh, Khang; Robbersmyr, Kjell Gunnar (2023). Current and Stray Flux Sensors for Anomaly Detection in PMSM Drive based on Gradient Boosting Machine. Proceedings of IEEE Sensors. ISSN: 1930-0395.
  • Suskis, Pavels; Zakis, Janis; Suzdalenko, Alexander; Huynh, Khang; Pomarnacki, Raimondas (2023). Diagnostics of Pre-Fault Conditions Using The Impact of Electrolytic Capacitor Aging on Power Supply Dynamics. 2023 IEEE 10th Jubilee Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE). ISBN: 979-8-3503-1178-5. IEEE conference proceedings. Chapter.
  • Ibrahim, Mahmoud; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, Ants; Zakis, Janis; Huynh, Khang; Pomarnacki, Raimondas (2023). Digital Twin as a Virtual Sensor for Wind Turbine Applications. Energies. ISSN: 1996-1073. 16 (17). doi:10.3390/en16176246.
  • Nguyen, Hoang Nam Du; Huynh, van Khang; Robbersmyr, Kjell Gunnar (2023). Early detection of rolling bearing faults using long short-term memory. 2023 6th International Conference on Control, Robotics and Informatics. ISBN: 979-8-3503-2328-3. IEEE conference proceedings. Chapter. s 46 - 51.
  • Jankauskas, Mindaugas; Serackis, Artūras; Šapurov, Martynas; Pomarnacki, Raimondas; Baskys, Algirdas; Huynh, Khang; Vaimann, Toomas; Zakis, Janis (2023). Exploring the Limits of Early Predictive Maintenance in Wind Turbines Applying an Anomaly Detection Technique. Sensors. ISSN: 1424-8220. 23 (12). doi:10.3390/s23125695.
  • Khan, Muhammad Amir; Asad, Bilal; Vaimann, Toomas; Kallaste, Ants; Pomarnacki, Raimondas; Huynh, Khang (2023). Improved Fault Classification and Localization in Power Transmission Networks Using VAE-Generated Synthetic Data and Machine Learning Algorithms. Machines. 11 (10). doi:10.3390/machines11100963.
  • Jiya, Immanuel Ninma; Ali, Ahmed Mohamed Salem; Huynh, Khang; Pomarnacki, Raimondas (2023). Integrated Multiport DC-DC and Multilevel Converters for Multiple Renewable Energy Source Integration. IEEE Access. ISSN: 2169-3536. 11s 132483 - 132495. doi:10.1109/ACCESS.2023.3336567.
  • Jiya, Immanuel Ninma; Gunawardena, Pasan; Huynh, Khang; Kishor, Nand; Li, Yunwei (2023). Multiport DC-DC Converter for Integrating Energy Systems in All-Electric Vehicles. 2023 IEEE International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC). ISBN: 9798350346893. IEEE conference proceedings. Chapter.
  • Jiya, Immanuel Ninma; Huynh, Khang; Gunawardena, Pasan; Kishor, Nand; Li, Yunwei Ryan (2023). Novel Isolated Multiport DC Converter with Natural Bipolar Symmetry for Renewable Energy Source Integration to DC Grids. IEEE Access. ISSN: 2169-3536. 11s 117729 - 117740. doi:10.1109/ACCESS.2023.3326752.
  • Eid, Mahmoud Sayed Mahmoud; Huynh, Khang; Senanayaka, Jagath Sri Lal; Robbersmyr, Kjell Gunnar (2023). Robust Multiple-Fault Diagnosis of PMSM Drives Under Variant Operations and Noisy Conditions. IEEE Open Journal of the Industrial Electronics Society (OJ-IES). ISSN: 2644-1284. 4s 762 - 772. doi:10.1109/OJIES.2024.3350443.
  • Salata, Gianluca; Cenkeramaddi, Linga Reddy; Huynh, Khang; Robbersmyr, Kjell Gunnar; Jha, Ajit (2023). Time-Frequency Analysis and Fault Prediction of Motor Bearings Using Millimeter-Wave Radar. IEEE Sensors Journal. ISSN: 1530-437X. 23 (16). s 18718 - 18728. doi:10.1109/JSEN.2023.3292899.
  • Šapurov, Martynas; Baskys, Algirdas; Pomarnacki, Raimondas; Serackis, Artūras; Jankauskas, Mindaugas; Huynh, Van Khang; Bleizgys, V.; Dervinis, A.; Bielskis, E.; Paulikas, S.; Paulauskas, N.; Gursnys, D. (2022). Cascaded Multilevel Inverter-Based Asymmetric Static Synchronous Compensator of Reactive Power. Symmetry. ISSN: 2073-8994. 14 (3). doi:10.3390/sym14030483.
  • Husebø, Arild Bergesen; Huynh, Khang; Robbersmyr, Kjell Gunnar; Klausen, Andreas (2022). Classification of Mechanical Fault-Excited Events Based on Frequency. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. ISBN: 978-3-031-10524-1. Springer. chapter. s 380 - 392.
  • Suskis, Pavels; Zakis, Janis; Suzdalenko, Alexander; Huynh, Van Khang; Rassolkin, Anton; Vaimann, Toomas; Pomarnacki, Raimondas (2022). Converter State-Space Model Estimation Using Dynamic Mode Decomposition. 2022 IEEE 7th International Energy Conference (ENERGYCON). ISBN: 978-1-6654-7982-0. IEEE conference proceedings. Konferanseartikkel.
  • Eid, Mahmoud Sayed Mahmoud; Huynh, Van Khang; Senanayaka, Jagath Sri Lal; Panadero, Ruben (2022). Fault Diagnosis of Low-severity Demagnetization in Permanent Magnet Synchronous Motors Using Numerical Data. 978-1-7281-6117-4. ISBN: 978-1-7281-6117-4. IEEE conference proceedings. Conference paper.
  • Senanayaka, Jagath Sri Lal; Huynh, Van Khang; Rassõlkin, Anton; Vaimann, Toomas; Zakis, Jānis; Pomarnacki, Raimondas (2022). Fault-Tolerant Control of a Grid-connected Bipolar DC Microgrid with High Penetration of Intermittent Renewable Energy. IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society. ISBN: 978-1-6654-8025-3. IEEE (Institute of Electrical and Electronics Engineers).
  • Ali, Ahmed Mohamed Salem; Huynh, Van Khang; Jiya, Immanuel Ninma; Robbersmyr, Kjell Gunnar (2022). Hybrid Three-Phase Transformer-Based Multilevel Inverter with Reduced Component Count. IEEE Access. ISSN: 2169-3536. 10s 47754 - 47763. doi:10.1109/ACCESS.2022.3171849.
  • Jiya, Immanuel Ninma; Ali, Ahmed Mohamed Salem; Huynh, Khang (2022). Integrated Multiport DC-DC and Multilevel Converters for Energy Sources. 2022 IEEE Industry Applications Society Annual Meeting (IAS). ISBN: 978-1-6654-7815-1. IEEE conference proceedings. Chapter.
  • Attestog, Sveinung; Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2022). Mixed Fault Classification of Sensorless PMSM Drive in Dynamic Operations Based on External Stray Flux Sensors. Sensors. ISSN: 1424-8220. 22 (3). doi:10.3390/s22031216.
  • Bastida-Molina, Paula; Jiya, Immanuel Ninma; Huynh, Van Khang (2022). Modelling a Hybrid Renewable Energy System for Recharging Electric Vehicles. 2022 IEEE 7th International Energy Conference (ENERGYCON). ISBN: 978-1-6654-7982-0. IEEE conference proceedings. Konferanseartikkel.
  • Jiya, Immanuel Ninma; Huynh, Van Khang; Kishor, Nand; Ciric, Rade (2022). Novel Family of High-Gain Nonisolated Multiport Converters with Bipolar Symmetric Outputs for DC Microgrids. IEEE transactions on power electronics. ISSN: 0885-8993. 37 (10). s 12151 - 12166. doi:10.1109/TPEL.2022.3176688.
  • Jiya, Immanuel Ninma; Huynh, Van Khang; Kishor, Nand; Ciric, Rade (2022). Novel High Gain Multiport Isolated DC-DC Converter with Bipolar Symmetric Outputs. IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society. ISBN: 978-1-6654-8025-3. IEEE (Institute of Electrical and Electronics Engineers).
  • Maskeliūnas, Rytis; Pomarnacki, Raimondas; Huynh, Van Khang; Damaševičius, Robertas; Plonis, Darius (2022). Power Line Monitoring through Data Integrity Analysis with Q-Learning Based Data Analysis Network. Remote Sensing. ISSN: 2072-4292. 15 (1). doi:10.3390/rs15010194.
  • Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (2022). RMS Based Health Indicators for Remaining Useful Lifetime Estimation of Bearings. MIC Journal: Modeling, Identification and Control. ISSN: 0332-7353. 43 (1). s 21 - 38. doi:10.4173/mic.2022.1.3.
  • Ebrahimi, Saeed Hasan; Choux, Martin Marie Hubert; Huynh, Khang (2022). Real-Time Detection of Incipient Inter-Turn Short Circuit and Sensor Faults in Permanent Magnet Synchronous Motor Drives Based on Generalized Likelihood Ratio Test and Structural Analysis. Sensors. ISSN: 1424-8220. 22 (9). doi:10.3390/s22093407.
  • Attestog, Sveinung; Senanayaka, Jagath Sri Lal; Huynh, Van Khang; Robbersmyr, Kjell Gunnar (2022). Robust Active Learning Multiple Fault Diagnosis of PMSM Drives with Sensorless Control under Dynamic Operations and Imbalanced Datasets. IEEE Transactions on Industrial Informatics. ISSN: 1551-3203. 19 (9). s 9291 - 9301. doi:10.1109/TII.2022.3227628.
  • Raja, Hadi; Kudelina, Karolina; Asad, Bilal; Vaimann, Toomas; Kallaste, Ants; Rassõlkin, Anton; Huynh, Van Khang (2022). Signal Spectrum-Based Machine Learning Approach for Fault Prediction and Maintenance of Electrical Machines. Energies. ISSN: 1996-1073. 15 (24). doi:10.3390/en15249507.
  • Husebø, Arild Bergesen; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (2021). A Simple Time Domain-Based Method for Estimating the Resonance Frequency of a Bearing. 2021 24th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-8-9865-1021-8. IEEE conference proceedings. chapter.
  • Senanayaka, Jagath Sri Lal; Huynh, Van Khang; Robbersmyr, Kjell Gunnar (2021). CNN based Gearbox Fault Diagnosis and Interpretation of Learning Features. IEEE 30th International Symposium on Industrial Electronics (ISIE). ISBN: 978-1-7281-5635-4. IEEE conference proceedings. Chapter.
  • Suzdalenko, Alexander; Sribniya, Victoria; Zakis, Janis; Huynh, Khang (2021). Continuous Monitoring of Parasitic Elements in Boost Converter Circuit. 2021 IEEE Energy Conversion Congress and Exposition – Asia (ECCE-Asia 2021). ISBN: 978-1-7281-6344-4. IEEE conference proceedings. Condition Monitoring. s 1829 - 1832.
  • Ebrahimi, Saeed Hasan; Choux, Martin Marie Hubert; Huynh, Khang (2021). Detection and Discrimination of Inter-Turn Short Circuit and Demagnetization Faults in PMSMs Based on Structural Analysis. 22nd IEEE International Conference on Industrial Technology (ICIT). ISBN: 978-1-7281-5730-6. IEEE conference proceedings. Electrical Machines and Drives. s 184 - 189.
  • Ebrahimi, Saeed Hasan; Choux, Martin Marie Hubert; Huynh, Khang (2021). Diagnosis of Sensor Faults in PMSM and Drive System Based on Structural Analysis. 2021 IEEE International Conference on Mechatronics (ICM). ISBN: 978-1-7281-4443-6. IEEE conference proceedings. Sensors Actuators and Motor drives.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Vaimann, Toomas; Rassolkin, Anton; Zakis, Janis; Pomarnacki, Raimondas (2021). Fault Tolerant Control of a Grid-Connected Microgrid with High Penetration of Renewable Energy. 2021 24th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-8-9865-1021-8. IEEE conference proceedings. chapter.
  • Attestog, Sveinung; Huynh, Khang; Robbersmyr, Kjell Gunnar (2021). Field reconstruction for modeling multiple faults in permanent magnet synchronous motors in transient states. IEEE Access. ISSN: 2169-3536. 9s 127131 - 127140. doi:10.1109/ACCESS.2021.3112224.
  • Jiya, Immanuel Ninma; Huynh, Khang; Kishor, Nand; Ciric, Rade (2021). Four Quadrant Switch Based Multiple-Input DC-DC Converter. 2021 IEEE Energy Conversion Congress and Exposition – Asia (ECCE-Asia 2021). ISBN: 978-1-7281-6344-4. IEEE conference proceedings. DC-DC Converters I. s 2199 - 2204.
  • Salem, Ahmed; Huynh, Khang; Robbersmyr, Kjell Gunnar (2021). Four-level three-phase inverter with reduced component count for low and medium voltage applications. IEEE Access. ISSN: 2169-3536. 9s 35151 - 35163. doi:10.1109/ACCESS.2021.3062110.
  • Kudelina, Karolina; Vaimann, Toomas; Rassolkin, Anton; Kallaste, Ants; Huynh, Khang (2021). Heat Pump Induction Motor Faults Caused by Soft Starter Topology — Case Study. International Power Electronics and Motion Control Conference (EPE-PEMC). ISBN: 978-1-7281-5660-6. IEEE conference proceedings. Electrical Machines and Actuators. s 454 - 459.
  • Suzdalenko, Alexander; Huynh, Khang; Zakis, Janis; Sribniya, Victoria (2021). Nine-Level Active Neutral Point Clamped Converter with Cascading H-Bridges Fed by Flying Capacitors. 2021 11th International Conference on Power and Energy Systems (ICPES 2021). ISBN: 978-1-6654-1325-1. IEEE conference proceedings. Electrical Theory and New Technology. s 42 - 46.
  • Jiya, Immanuel Ninma; Huynh, Van Khang; Ali, Ahmed Mohamed Salem; Kishor, Nand; Ciric, Rade (2021). Novel Isolated Multiple-Input Buck-Boost DC-DC Converter for Renewable Energy Sources. IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. ISBN: 978-1-6654-3554-3. IEEE. Konferanseartikkel.
  • Jiya, Immanuel Ninma; Ali, Ahmed Mohamed Salem; Huynh, Van Khang; Kishor, Nand; Ciric, Rade (2021). Novel Multisource DC-DC Converter for All-Electric Hybrid Energy Systems. IEEE transactions on industrial electronics (1982. Print). ISSN: 0278-0046. 69 (12). s 12934 - 12945. doi:10.1109/TIE.2021.3131871.
  • Ali, Ahmed Mohamed Salem; Huynh, Van Khang; Robbersmyr, Kjell Gunnar (2021). Novel Transformer-Based Six-Level Inverter with Low Component Count. 2021 23rd European Conference on Power Electronics and Applications (EPE'21 ECCE Europe). ISBN: 978-9-0758-1537-5. IEEE conference proceedings. 1.
  • Asad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassolkin, Anton; Huynh, Khang; Ghahfarokhi, Payam; Naseer, Muhammd; Iqbal, Muhammd (2021). The modeling and investigation of slot skews and supply imbalance on the development of principal slotting harmonics in squirrel cage induction machines. IEEE Access. ISSN: 2169-3536. 9s 165932 - 165946. doi:10.1109/ACCESS.2021.3134331.
  • Golzar, Milad; Kandukuri, Surya Teja; Huynh, Khang; Choux, Martin Marie Hubert; Versland, Alf Magne (2020). A Novel Fault Indicator for Local Demagnetization in Fractional-Slot Permanent Magnet Synchronous Motor using Winding Function Theory. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X.
  • Vaimann, Toomas; Rassolkin, Anton; Kallaste, Ants; Pomarnacki, Raimondas; Belahcen, Anouar; Huynh, Khang (2020). Artificial Intelligence in Monitoring and Diagnostics of Electrical Energy Conversion Systems. 2020 27th International Workshop on Electric Drives: MPEI Department of Electric Drives 90th Anniversary (IWED). ISBN: 978-1-7281-4158-9. IEEE conference proceedings. chapter.
  • Hemmer, Martin; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar; Waag, Tor Inge (2020). Health Indicator for Low-speed Axial Bearings using Variational Autoencoders. IEEE Access. ISSN: 2169-3536. 8s 35842 - 35852. doi:10.1109/ACCESS.2020.2974942.
  • Attestog, Sveinung; Huynh, Khang; Robbersmyr, Kjell Gunnar (2020). Improved Quadratic Time-frequency Distributions for Detecting Inter-turn Short Circuits of PMSMs in Transient States. Proc. 2020 International Conference on Electrical Machines (ICEM). ISBN: 978-1-7281-9945-0. IEEE conference proceedings. SS14 Electrical Machines Fault Diagnosis During Transient Operation. s 1461 - 1467.
  • Ebrahimi, Saeed Hasan; Choux, Martin Marie Hubert; Huynh, Khang (2020). Modeling Stator Winding Inter-Turn Short Circuit Faults in PMSMs including Cross Effects. Proc. 2020 International Conference on Electrical Machines (ICEM). ISBN: 978-1-7281-9945-0. IEEE conference proceedings. Synchronous Machines.
  • Salem, Ahmed; Huynh, Khang; Robbersmyr, Kjell Gunnar; Norambuena, Margarita; Rodriguez, Jose (2020). Novel Three-Phase Multilevel Inverter with Reduced Components for Low- and High-Voltage Applications. IEEE transactions on industrial electronics (1982. Print). ISSN: 0278-0046. doi:10.1109/TIE.2020.2998752.
  • Husebø, Arild Bergesen; Kandukuri, Surya Teja; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (2020). Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 5 (1).
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2020). Towards Self-Supervised Feature Learning for Online Diagnosis of Multiple Faults in Electric Powertrains. IEEE Transactions on Industrial Informatics. ISSN: 1551-3203. doi:10.1109/TII.2020.3014422.
  • Salem, Ahmed; Huynh, Khang; Robbersmyr, Kjell Gunnar; Norambuena, Margarita; Rodríguez, José (2020). Voltage Source Multilevel Inverters with Reduced Device Count: Topological Review and Novel Comparative Factors. IEEE transactions on power electronics. ISSN: 0885-8993. 36 (3). s 2720 - 2747. doi:10.1109/TPEL.2020.3011908.
  • Kandukuri, Surya Teja; Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). A Two-Stage Fault Detection and Classification Scheme for Electrical Pitch Drives in Offshore Wind Farms Using Support Vector Machine. IEEE transactions on industry applications. ISSN: 0093-9994. 55 (5). s 5109 - 5118. doi:10.1109/TIA.2019.2924866.
  • Skylvik, Audun; Robbersmyr, Kjell Gunnar; Huynh, Khang (2019). Data-driven Fault Diagnosis of Induction Motors Using a Stacked Autoencoder Network. 22nd International Conference on Electrical Machines and Systems (ICEMS) 2019. ISBN: 978-1-7281-3398-0. IEEE conference proceedings. Reliability and Diagnostics.
  • Attestog, Sveinung; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Detecting Eccentricity and Demagnetization Fault of Permanent Magnet Synchronous Generators in Transient State. 22nd International Conference on Electrical Machines and Systems (ICEMS) 2019. ISBN: 978-1-7281-3398-0. IEEE conference proceedings. chapter.
  • Husebø, Arild Bergesen; Huynh, Khang; Pawlus, Witold (2019). Diagnosis of Incipient Bearing Faults using Convolutional Neural Networks. 2019 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD). ISBN: 978-1-5386-8107-7. IEEE conference proceedings. chapter. s 143 - 149.
  • Kandukuri, Surya Teja; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Diagnosis of inverter-fed induction motors in short time windows using physics-assisted deep learning framework. 2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED). ISBN: 978-1-7281-1832-1. IEEE conference proceedings. chapter. s 264 - 270.
  • Kandukuri, Surya Teja; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Diagnostics of stator winding failures in wind turbine pitch motors using Vold-Kalman filter. Proceeding 45th Annual Conference of the IEEE Industrial Electronics Society - IECON 2019. ISBN: 978-1-7281-4878-6. IEEE conference proceedings. Detection and Estimation of Incipient faults. s 5992 - 5997.
  • Golzar, Milad; Huynh, Khang; Choux, Martin Marie Hubert; Midtbø Versland, Alf Magne (2019). Experimental Investigation of Efficiency Map for an Inverter-Fed Surface-Mount Permanent Magnet Synchronous Motor. 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA). ISBN: 978-1-7281-3587-8. IEEE conference proceedings. chapter.
  • Attestog, Sveinung; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Modelling Demagnetized Permanent Magnet Synchronous Generators using Permeance Network Model with Variable Flux Sources. 2019 22nd International Conference on the Computation of Electromagnetic Fields (COMPUMAG). ISBN: 978-1-7281-5592-0. IEEE conference proceedings. chapter.
  • Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (2020). Multi-band identification for enhancing bearing fault detection in variable speed conditions. Mechanical systems and signal processing. ISSN: 0888-3270. 139doi:10.1016/j.ymssp.2019.106422.
  • Ali, Ahmed Mohamed Salem; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). New Multilevel Inverter Topology with Reduced Component Count. EPE'19 ECCE Europe. ISBN: 978-9-0758-1531-3. IEEE conference proceedings. Advanced Power Converter Topologies I.
  • Ali, Ahmed Mohamed Salem; Huynh, Khang; Robbersmyr, Kjell Gunnar; Norambuena, Margarita; Rodriguez, Jose (2019). Novel Three-Phase Multi-Level Inverter with Reduced Components. Proceeding 45th Annual Conference of the IEEE Industrial Electronics Society - IECON 2019. ISBN: 978-1-7281-4878-6. IEEE conference proceedings. Multilevel Converters for Renewable Energy Systems. s 6501 - 6506.
  • Hemmer, Martin; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar; Waag, Tor Inge (2019). Simulation-driven Deep Classification of Bearing Faults from Raw Vibration Data. International Journal of Prognostics and Health Management. ISSN: 2153-2648. 10
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). A robust method for detection and classification of permanent magnet synchronous motor faults: Deep autoencoders and data fusion approach. Journal of Physics: Conference Series (JPCS). ISSN: 1742-6588. 1037s 1 - 10. doi:10.1088/1742-6596/1037/3/032029.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Autoencoders and Data Fusion Based Hybrid Health Indicator for Detecting Bearing and Stator Winding Faults in Electric Motors. 2018 21st International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-89-86510-20-1. IEEE conference proceedings. Fault diagnosis. s 531 - 536.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Autoencoders and Recurrent Neural Networks Based Algorithm for Prognosis of Bearing Life. 2018 21st International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-89-86510-20-1. IEEE conference proceedings. Fault diagnosis. s 537 - 542.
  • Attestog, Sveinung; Huynh, Khang (2018). Electromagnetic and Thermal Modelling for Calculating Ageing Rate of Distribution Transformers. 2018 21st International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-89-86510-20-1. IEEE conference proceedings. Transformers. s 1720 - 1725.
  • Hemmer, Martin; Huynh, Khang; Robbersmyr, Kjell Gunnar; Waag, Tor Inge; Meyer, Thomas (2018). Fault Classification of Axial and Radial Roller Bearings Using Transfer Learning through a Pretrained Convolutional Neural Network. Designs. ISSN: 2411-9660. doi:10.3390/designs2040056.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Fault detection and classification of permanent magnet synchronous motor in variable load and speed conditions using order tracking and machine learning. Journal of Physics: Conference Series (JPCS). ISSN: 1742-6588. 1037 (3). doi:10.1088/1742-6596/1037/3/032028.
  • Kandukuri, Surya Teja; Huynh, Khang; Karimi, Hamid Reza; Robbersmyr, Kjell Gunnar (2018). Fault diagnostics for electrically operated pitch systems in offshore wind turbines. Structural Control and Fault Detection of Wind Turbine Systems. ISBN: 9781785613944. IET Digital Library. chapter 8. s 193 - 211.
  • Kandukuri, Surya Teja; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Fault diagnostics of wind turbine electric pitch systems using sensor fusion approach. Journal of Physics: Conference Series (JPCS). ISSN: 1742-6588. 1037 (3). doi:10.1088/1742-6596/1037/3/032036.
  • Kandukuri, Surya Teja; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Multi-Component Fault Detection in Wind Turbine Pitch Systems Using Extended Park's Vector and Deep Autoencoder Feature Learning. 2018 21st International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-89-86510-20-1. IEEE conference proceedings. Renewable energy. s 1002 - 1007.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Multiple Classifiers and Data Fusion for Robust Diagnosis of Gearbox Mixed Faults. IEEE Transactions on Industrial Informatics. ISSN: 1551-3203. 15 (8). s 4569 - 4579. doi:10.1109/TII.2018.2883357.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Multiple Fault Diagnosis of Electric Powertrains Under Variable Speeds Using Convolutional Neural Networks. Proceedings 2018 XIII International Conference on Electrical Machines (ICEM). ISBN: 978-1-5386-2477-7. IEEE. Fault diagnosis. s 1900 - 1905.
  • Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Novel Threshold Calculations for Remaining Useful Lifetime Estimation of Rolling Element Bearings. Proceedings 2018 XIII International Conference on Electrical Machines (ICEM). ISBN: 978-1-5386-2477-7. IEEE. Fault diagnosis. s 1912 - 1918.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2018). Online Fault Diagnosis System for Electric Powertrains Using Advanced Signal Processing and Machine Learning. Proceedings 2018 XIII International Conference on Electrical Machines (ICEM). ISBN: 978-1-5386-2477-7. IEEE. Fault diagnosis. s 1932 - 1938.
  • Huynh, Khang; Kandukuri, Surya Teja; Pawlus, Witold; Robbersmyr, Kjell Gunnar (2018). Parameter Identification of a Winding Function Based Model for Fault Detection of Induction Machines. 2018 Eighth International Conference on Information Science and Technology (ICIST). ISBN: 978-1-5386-3782-1. IEEE conference proceedings. Parameter identification. s 200 - 205.
  • Kandukuri, Surya Teja; Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2017). A two-stage fault detection and classification for electric pitch drives in offshore wind farms using support vector machine. 2017 20th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-5386-3246-8. IEEE conference proceedings. Fault Detection and Tolerant Operation in Machines.
  • Jacop, Asadullah; Huynh, Khang; Robbersmyr, Kjell Gunnar; Cardoso, Antonio J. Marques (2017). Bearing fault detection for drivetrains using adaptive filters based wavelet transform. 2017 20th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-5386-3246-8. IEEE conference proceedings. Fault Detection and Tolerant Operation in Machines.
  • Kandukuri, Surya Teja; Senanayaka, Jagath Sri Lal; Huynh, Khang; Karimi, Hamid Reza; Robbersmyr, Kjell Gunnar (2017). Current signature based fault diagnosis of field-oriented and direct torque–controlled induction motor drives. Proceedings of the Institution of mechanical engineers. Part I, journal of systems and control engineering. ISSN: 0959-6518. 231 (10). s 849 - 866. doi:10.1177/0959651817731259.
  • Rasul, Mohamed Jemsy Mohamed Ashik; Huynh, Khang; Kolhe, Mohan Lal (2017). Harmonic mitigation of a grid-connected photovoltaic system using shunt active filter. 2017 20th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-5386-3246-8. IEEE conference proceedings. High Power Converters.
  • Pawlus, Witold; Birkeland, Jan Thomas; Huynh, Khang; Hansen, Michael Rygaard (2017). Identification and Experimental Validation of Induction Motor Thermal Model for Improved Drivetrain Design. IEEE transactions on industry applications. ISSN: 0093-9994. 53 (5). s 4288 - 4297. doi:10.1109/TIA.2017.2700283.
  • Huynh, Khang; Pawlus, Witold; Robbersmyr, Kjell Gunnar (2017). Investigation and reduction of losses on inverter-fed induction motors. 19th European Conference on Power Electronics and Applications (EPE'17 ECCE Europe), 2017. ISBN: 978-90-75815-27-6. IEEE conference proceedings. Electrical Machines and Drive Issues II plications.
  • Håland, David; Kandukuri, Surya Teja; Huynh, Khang (2017). Sensorless control of induction motors using an extended Kalman filter and linear quadratic tracking. 2017 20th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-5386-3246-8. IEEE conference proceedings. Sensored and Sensorless Control of Electric Machines.
  • Pawlus, Witold; Huynh, Khang; Hansen, Michael Rygaard (2017). Temperature Rise Estimation of Induction Motor Drives Based on Loadability Curves to Facilitate Design of Electric Powertrains. IEEE Transactions on Industrial Informatics. ISSN: 1551-3203. 13 (3). s 985 - 994. doi:10.1109/TII.2016.2641454.
  • Kandukuri, Surya Teja; Huynh, Khang; Karimi, Hamid Reza; Robbersmyr, Kjell G (2016). Fault Diagnostics for Electrically Operated Pitch Systems in Offshore Wind Turbines. Journal of Physics: Conference Series (JPCS). ISSN: 1742-6588. 753 (5). doi:10.1088/1742-6596/753/5/052005.
  • Huynh, Khang; Arkkio, Antero (2012). Eddy-Current Loss Modeling for a Form-Wound Induction Motor Using Circuit Model. IEEE transactions on magnetics. ISSN: 0018-9464. 48 (2). s 1059 - 1062. doi:10.1109/TMAG.2011.2173661.
  • Huynh, Khang; Saari, Juha; Arkkio, Antero (2012). Loss Minimization for Form-Wound Stator Winding of a High-Speed Induction Motor. IEEE transactions on magnetics. ISSN: 0018-9464. 48 (12). s 4874 - 4879. doi:10.1109/TMAG.2012.2205013.
  • Huynh, Khang; Arkkio, Antero (2012). Parameter estimation for a deep-bar induction motor. IET Electric Power Applications. ISSN: 1751-8660. 6 (2). s 133 - 142. doi:10.1049/iet-epa.2010.0256.
  • Islam, M.J; Huynh, Khang; Repo, Anna-Kaisa; Arkkio, Antero (2010). Eddy-current loss and temperature rise in the form-wound stator winding of an inverter-fed cage induction motor. IEEE transactions on magnetics. ISSN: 0018-9464. 46 (8). s 3413 - 3416. doi:10.1109/TMAG.2010.2044387.
  • Hwang, Seon-Hwan; Kim, Jang-Mok; Huynh, Khang; Ahn, Jin-Woo (2010). Parameter identification of a synchronous reluctance motor by using a synchronous PI current regulator at a standstill. Journal of Power Electronics (JPE). ISSN: 1598-2092. 10 (5).
  • Huynh, Khang; Kim, Jang-Mok; Ahn, Jin-Woo; Hui, Li (2008). Synchronous Reluctance Motor drive system parameter identification using a current regulator. IEEE Applied Power Electronics Conference and Exposition (APEC). ISSN: 1048-2334. doi:10.1109/APEC.2008.4522748.
  • Nguyen, Hoang Nam Du; Huynh, van Khang; Robbersmyr, Kjell Gunnar (2023). Current and stray flux sensors for anomaly detection in PMSM drive based on gradient boosting machine.

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Research groups

Last changed: 28.01.2021 11:01