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Jagath Sri Lal Senanayaka

Jagath Sri Lal Senanayaka

Ekstern sensor

 

+47 939 46 577

Kontor:
C4078 ( Jon Lilletuns vei 9, Grimstad )

PhD in Mechatronics (University of Agder, Grimstad, Norway; 2020)

M.Sc. in Renewable Energy (University of Agder, Grimstad, Norway; 2014)

MBA in Technology Management (University of Moratuwa, Moratuwa, Sri Lanka; 2012)

B.Sc. in Electrical and Information Engineering (University of Ruhuna, Galle, Sri Lanka; 2007)

Forskning

Condition monitoring, fault diagnosis and control of electric powertrains, wind turbines and artificial intelligence.

Undervisning

ENE 235 Electromagnetism

ENE 229 Renewable Energy in the Power Grid

ENE 231 Lavspennings- og høgspenningsteknologi (Lavspennings)

Arbeidserfaring

Research Fellow (University of Agder, Norway; 2016 -2019)

Research assistance (University of Agder, Norway; 2014-2016)

University Lecturer (University of Ruhuna, Sri Lanka; 2011-2012) 

Telecommunication Engineer (ZTE Corporation, Sri Lanka office, Colombo; 2007-2011)

Vitenskapelige publikasjoner

  • 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.
  • 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.
  • 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).
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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 (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.
  • 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.
  • 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 (Institute of Electrical and Electronics Engineers). Fault diagnosis. s 1900 - 1905.
  • 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 (Institute of Electrical and Electronics Engineers). Fault diagnosis. s 1932 - 1938.
  • Senanayaka, Jagath Sri Lal; Karimi, Hamid Reza; Robbersmyr, Kjell Gunnar (2017). A novel soft-stall power control for a small wind turbine. IEEE 26th International Symposium on Industrial Electronics (ISIE 2017), 19-21 June 2017. ISBN: 978-1-5090-1412-5. IEEE conference proceedings. chapter. s - 945.
  • 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.
  • 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 (Institute of Electrical and Electronics Engineers). Other Related Topics 2.
  • 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.
  • 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.
  • Senanayaka, Jagath Sri Lal; Karimi, Hamid Reza; Robbersmyr, Kjell Gunnar (2016). Direct Torque Control of a Small Wind Turbine with a Sliding-Mode Speed Controller. Journal of Physics: Conference Series (JPCS). ISSN: 1742-6588. 753doi:10.1088/1742-6596/753/5/052031.
  • Senanayaka, Jagath Sri Lal; Kolhe, Mohan Lal (2015). Integration of distributed energy systems in micro-grid architecture for making a virtual power plant. 2015 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES 2015). ISBN: 9781479918249. Curran Associates, Inc.. Chapter.
  • Senanayaka, Jagath Sri Lal; Karimi, Hamid Reza; Robbersmyr, Kjell G (2015). Sensorless Small Wind Turbine with a Sliding-Mode Observer for Water Heating Applications. 41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015. ISBN: 978-1-4799-1762-4. IEEE Press. Chapter. s 863 - 868.
  • Senanayaka, Jagath Sri Lal; Karimi, Hamid Reza; Robbersmyr, Kjell G (2015). Sliding-mode observer based sensor-less control of a small wind energy conversion system. 2015 International Workshop on Recent Advances in Sliding Modes (RASM 2015). ISBN: 9781479989485. Curran Associates, Inc.. Chapter.
  • Eid, Mahmoud Sayed Mahmoud; Huynh, van 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.

Ekspertområder

I sosiale medier

Sist endret: 27.06.2020 05:06