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Van Khang Huynh

Professor

 
Kontor:
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.

 

Forskning

Interests:

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

Undervisning

ENE 233 - Elektroteknisk grunnlag (B.Sc)

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

MAS 702 - Electromagnetic modelling (PhD)

Arbeidserfaring

University of Agder, Norway

Since 2013 - present  

Tampere University of Technology, Finland.

2012 - 2013: Postdoc researcher

Can Tho University, Vietnam

2002-2005: Assistant lecturer

Prosjekter

Current PhD projects

  • Energy Systems group

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

PhD candidate - Milad Golzar: High-power permanent magnet synchronous motor fed by compact bidirectional converter

  • Dynamics group

PhD candidate - Sveinung Attestog: Numerical modelling-based diagnosis of permanent magnet synchronous motor in transient state

PhD candidate - Jagath Sri Lal Senanayaka: Condition monitoring of Gearbox-based rotating machinery systems

PhD candidate - Martin Hemmer: Data-driven diagnosis of large, low-speed axial bearings

  •  Drives group

PhD candidate - Saeed Ebrahimi: Diagnostics and prognostics for electric winches based on sensor fusion

 

Completed PhD projects

Andreas Klausen: Real-time roller bearing condition monitoring during low speeds

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

 

Vitenskapelige publikasjoner

  • 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.
  • 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. 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. 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. 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 (2018). Multiple Classifiers and Data Fusion for Robust Diagnosis of Gearbox Mixed Faults. IEEE Transactions on Industrial Informatics. ISSN: 1551-3203. 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.
  • Huynh, Khang; Puche-Panadero, Ruben; Senanayaka, Jagath Sri Lal; Robbersmyr, Kjell Gunnar (2017). Bearing fault detection of gear-box drive train using active filters. 2016 19th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-4-88686-098-9. IEEE. Other Related Topics 2.
  • Golzar, Milad; Huynh, Khang; Versland, Alf Magne (2017). Control of ultra-high switching frequency power converters using virtual flux-based direct power control. 2017 20th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-5386-3246-8. IEEE conference proceedings. Control and Multilevel Inverters.
  • 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.
  • Senanayaka, Jagath Sri Lal; Kandukuri, Surya Teja; Huynh, Khang; Robbersmyr, Kjell Gunnar (2017). Early detection and classification of bearing faults using support vector machine algorithm. Proceedings- 2017 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD). ISBN: 978-1-5090-5853-2. IEEE conference proceedings. Electrical Machines Diagnosis. s 250 - 255.
  • 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). Identification of parameters and harmonic losses of a deep-bar induction motor. Seventh International Conference on Information Science and Technology. ISBN: 978-1-5090-5401-5. IEEE conference proceedings. Parameter estimation. s 194 - 199.
  • 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.
  • Huynh, Khang; Aas, Tommy; Åsrud, Jørgen (2017). Parameter Sensitivity of Flux-Linkage based Sensorless Control for Permanent Magnet Synchronous Motors. 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.
  • 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.
  • Senanayaka, Jagath Sri Lal; Huynh, Khang; Robbersmyr, Kjell Gunnar (2017). Towards online bearing fault detection using envelope analysis of vibration signal and decision tree classification algorithm. 2017 20th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-5386-3246-8. IEEE conference proceedings. Fault and Protection of Power System.
  • 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. ISSN: 1742-6588. 753 (5). doi:10.1088/1742-6596/753/5/052005.
  • Pawlus, Witold; Huynh, Khang; Hansen, Michael Rygaard (2016). Identification of induction motor thermal model for improved drivetrain design. Proceedings 2016 XXII International Conference on Electrical Machines (ICEM). ISBN: 978-1-5090-2538-1. IEEE conference proceedings. Design and Related problems. s 1776 - 1782.
  • Huynh, Khang; Karimi, Hamid Reza; Robbersmyr, Kjell G (2015). Bearing fault detection based on time-frequency representations of vibration signals. 2015 18th International Conference on Electrical Machines and Systems (ICEMS). ISBN: 978-1-4799-8804-4. IEEE conference proceedings. Noise, Vibration, EMI and EMC II. s 1970 - 1975.
  • Huynh, Khang; Karimi, Hamid Reza; Robbersmyr, Kjell G (2014). Bearing Fault Diagnosis for Inverter-fed Motors via Resonant Filters. 2014 International Conference on Mechatronics and Control (ICMC). ISBN: 9781479925377. IEEE conference proceedings. KAPITTEL. s 939 - 943.
  • Huynh, Khang; Saari, Juha; Arkkio, Antero (2014). Form-wound stator winding for high-speed induction motors. 2014 International Conference on Electrical Machines (ICEM 2014). ISBN: 9781479943883. Curran Associates, Inc.. chapter. s 169 - 175.
  • Pawlus, Witold Pawel; Choux, Martin Marie Hubert; Hovland, Geir; Huynh, Khang (2014). Parameters Identification of Induction Motor Dynamic Model for Offshore Applications. 2014 IEEE/ASME 10th International Conference on Mechatronic and Embedded Systems and Applications(MESA). ISBN: 9781479922802. IEEE. Kapittel.
  • 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; Repo, Anna-Kaisa; Arkkio, Antero (2010). Resistive loss identification of an inverter-fed deep-bar induction motor. Proceedings of 20th International Symposium on Power Electronics, Electrical Drives, Automation and Motion. ISBN: 978-1-4244-4986-6. Speedam 2010. KAPITTEL.
  • 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. Conference Proceedings. ISSN: 1048-2334. doi:10.1109/APEC.2008.4522748.
  • Attestog, Sveinung; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Detecting Eccentricity and Demagnetization Fault of Permanent Magnet Synchronous Generators in Transient State.
  • Attestog, Sveinung; Huynh, Khang; Robbersmyr, Kjell Gunnar (2019). Modelling Demagnetized Permanent Magnet Synchronous Generator for Fault Diagnosis.

Ekspertområder

Forskningsgrupper

Sist endret: 24.05.2019 14:05