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Projects
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AI-Assisted Condition Monitoring and Fault Diagnosis Methods for Power Electronic Converters
Liu, Y. (PI), Wang, H. (Supervisor) & Sangwongwanich, A. (Supervisor)
01/03/2023 → 28/02/2026
Project: PhD Project
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A Sensor-less IGBT On-State Voltage Estimation Method Using Inverter Control Variables
Ou, S., Sahoo, S., Sangwongwanich, A., Liu, Y. & Blaabjerg, F., 1 May 2025, 2025 IEEE Applied Power Electronics Conference and Exposition (APEC). p. 1501-1506 6 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
File1 Downloads (Pure) -
A Deep Learning Network based Robust Fault Diagnosis Method for IGBT Open Circuit
Liu, Y., Sangwongwanich, A., Zhang, Y., Kong, R., Peng, Y., Hosan, K. A. & Wang, H., 2 Jul 2024, 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia. IEEE (Institute of Electrical and Electronics Engineers), p. 2366-2371 6 p. 10567329Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile62 Downloads (Pure) -
A Self-Data-Driven Method for Lifetime Prediction of PV Arrays Considering the Uncertainty and Volatility
Liu, Y., Ding, K., Zhang, J., Sangwongwanich, A. & Wang, H., 1 Mar 2024, In: IEEE Transactions on Power Electronics . 39, 3, p. 3668-3682 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile3 Citations (Scopus)24 Downloads (Pure) -
A Transferable Deep Learning Network for IGBT Open-circuit Fault Diagnosis in Three-phase Inverters
Liu, Y., Sangwongwanich, A., Zhang, Y., Ou, S. & Wang, H., 2 May 2024, 2024 IEEE Applied Power Electronics Conference and Exposition, APEC 2024. IEEE (Institute of Electrical and Electronics Engineers), p. 1229-1234 6 p. (I E E E Applied Power Electronics Conference and Exposition. Conference Proceedings).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile58 Downloads (Pure) -
Data-Driven Stability Assessment of Power Electronic Converters with Multi-Resolution Dynamic Mode Decomposition
Kong, R., Sahoo, S., Liu, Y. & Blaabjerg, F., 2 Jul 2024, 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia). Chengdu, China: IEEE (Institute of Electrical and Electronics Engineers), p. 2140-2145 6 p. (International Power Electronics and Motion Control Conference (PEMC)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open Access