| Classification of PD faults using features extraction and K-means clustering techniques H Kumar, M Shafiq, GA Hussain, L Kumpulainen, K Kauhaniemi 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 919-923, 2020 | 5 | 2020 |
| Comparison of Machine Learning Algorithms for Classification of Partial Discharge Signals in Medium Voltage Components H Kumar, M Shafiq, GA Hussain, K Kauhaniemi 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021 | 3 | 2021 |
| Monitoring and analysis of low-voltage network with smart grid architecture model by developing use cases H Kumar, J Kumar, J Devi International Journal on Smart Sensing and Intelligent Systems. Volume 14 …, 2021 | 3 | 2021 |
| FUSE–using artificial intelligence in the energy grid of tomorrow T Vögele, C Backe, M Bande, P Conradi, P Hovila, K Kauhaniemi, ... CIRED 2020 Berlin Workshop (CIRED 2020) 2020, 466-468, 2020 | 3 | 2020 |
| EFFICIENT FEATURE EXTRACTION FOR MACHINE-LEARNING-BASED PD CLASSIFICATION IN MEDIUM VOLTAGE CABLES C Backe, M Shafiq, H Kumar IET Digital Library, 2021 | 2 | 2021 |
| Performance Evaluation of AI-based Algorithms for Condition Assessment of Power Components H Kumar, M Shafiq, K Kauhaniemi 2022 9th International Conference on Condition Monitoring and Diagnosis (CMD …, 2022 | 1 | 2022 |
| A Review on the Classification of Partial Discharges in Medium-Voltage Cables: Detection, Feature Extraction, Artificial Intelligence-Based Classification, and Optimization … H Kumar, M Shafiq, K Kauhaniemi, M Elmusrati Energies 17 (5), 1142, 2024 | | 2024 |
| Emerging Technologies based Use Case Development for Condition Monitoring and Predictive Maintenance of MV Cables H Kumar, K Kauhaniemi, M Elmusrati, M Shafiq 2023 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT-LA …, 2023 | | 2023 |
| VINPOWER Vaasa innovation platform for future power systems: Final report (summary) L Kumpulainen, K Kauhaniemi, A Farughian, K Sirviö, A Memon, S Voima, ... | | 2019 |
