Early detection and classification of bearing faults using support vector machine algorithm JSL Senanayaka, ST Kandukuri, H Van Khang, KG Robbersmyr 2017 IEEE workshop on electrical machines design, control and diagnosis …, 2017 | 68 | 2017 |
Multiple classifiers and data fusion for robust diagnosis of gearbox mixed faults JSL Senanayaka, H Van Khang, KG Robbersmyr IEEE Transactions on Industrial Informatics 15 (8), 4569-4579, 2018 | 54 | 2018 |
A two-stage fault detection and classification scheme for electrical pitch drives in offshore wind farms using support vector machine ST Kandukuri, JSL Senanyaka, KG Robbersmyr IEEE Transactions on Industry Applications 55 (5), 5109-5118, 2019 | 41 | 2019 |
Toward self-supervised feature learning for online diagnosis of multiple faults in electric powertrains JSL Senanayaka, H Van Khang, KG Robbersmyr IEEE Transactions on Industrial Informatics 17 (6), 3772-3781, 2020 | 35 | 2020 |
Towards online bearing fault detection using envelope analysis of vibration signal and decision tree classification algorithm JSL Senanayaka, H Van Khang, KG Robbersmyr 2017 20th International Conference on Electrical Machines and Systems (ICEMS …, 2017 | 25 | 2017 |
Multiple fault diagnosis of electric powertrains under variable speeds using convolutional neural networks JSL Senanayaka, H Van Khang, KG Robbersmyr 2018 XIII International Conference on Electrical Machines (ICEM), 1900-1905, 2018 | 16 | 2018 |
Autoencoders and recurrent neural networks based algorithm for prognosis of bearing life JSL Senanayaka, H Van Khang, KG Robbersmyr 2018 21st International Conference on Electrical Machines and Systems (ICEMS …, 2018 | 15 | 2018 |
Fault detection and classification of permanent magnet synchronous motor in variable load and speed conditions using order tracking and machine learning JSL Senanayaka, KG Robbersmyr Journal of Physics: Conference Series 1037 (3), 032028, 2018 | 14 | 2018 |
A robust method for detection and classification of permanent magnet synchronous motor faults: Deep autoencoders and data fusion approach JSL Senanayaka, KG Robbersmyr Journal of Physics: Conference Series 1037 (3), 032029, 2018 | 12 | 2018 |
A two-stage fault detection and classification for electric pitch drives in offshore wind farms using support vector machine ST Kandukuri, JSL Senanayaka, KG Robbersmyr 2017 20th International Conference on Electrical Machines and Systems (ICEMS …, 2017 | 12 | 2017 |
Current signature based fault diagnosis of field-oriented and direct torque–controlled induction motor drives ST Kandukuri, JSL Senanayaka, VK Huynh, HR Karimi, KG Robbersmyr Proceedings of the Institution of Mechanical Engineers, Part I: Journal of …, 2017 | 11 | 2017 |
Direct torque control of a small wind turbine with a sliding-mode speed controller JSL Senanayaka, HR Karimi, KG Robbersmyr Journal of Physics: Conference Series 753 (5), 052031, 2016 | 11 | 2016 |
Sliding-mode observer based sensor-less control of a small wind energy conversion system JSL Senanayaka, HR Karimi, KG Robbersmyr 2015 International Workshop on Recent Advances in Sliding Modes (RASM), 1-6, 2015 | 11 | 2015 |
Integration of distributed energy systems in micro-grid architecture for making a virtual power plant JSL Senanayaka, ML Kolhe 2015 IEEE International Conference on Signal Processing, Informatics …, 2015 | 10 | 2015 |
Power dispatching of active generators using droop control in grid connected micro-grid JSL Senanayaka Universitetet i Agder; University of Agder, 2014 | 9 | 2014 |
Robust active learning multiple fault diagnosis of PMSM drives with sensorless control under dynamic operations and imbalanced datasets S Attestog, JSL Senanayaka, H Van Khang, KG Robbersmyr IEEE Transactions on Industrial Informatics, 2022 | 8 | 2022 |
CNN based Gearbox Fault Diagnosis and Interpretation of Learning Features JSL Senanayaka, H Van Khang, KG Robbersmvr 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 1-6, 2021 | 8 | 2021 |
A novel soft-stall power control for a small wind turbine JSL Senanayaka, HR Karimi, KG Robbersmyr 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE), 940-945, 2017 | 7 | 2017 |
Online fault diagnosis system for electric powertrains using advanced signal processing and machine learning JSL Senanayaka, H Van Khang, KG Robbersmyr 2018 XIII International Conference on Electrical Machines (ICEM), 1932-1938, 2018 | 6 | 2018 |
Sensorless small wind turbine with a sliding-mode observer for water heating applications JSL Senanayaka, HR Karimi, KG Robbersmyr IECON 2015-41st Annual Conference of the IEEE Industrial Electronics Society …, 2015 | 6 | 2015 |