Abstract
Fault diagnosis plays a crucial role in maintaining the integrity of power converters and optimizing maintenance interventions. This paper presents a robust fault diagnosis method for interleaved DC-DC converters that relies solely on the sensor current. A state observer-based model-free predictive control (MFPC) technique is utilized, which integrates an ultralocal model and an estimated disturbance sliding mode observer (EDSMO) for the DC-DC converter. Two state observers are explored: the conventional proportional-integral observer (PIO) and the proposed EDSMO. The approach first rejects model disturbances in the MFPC, followed by the injection of external disturbances to the current sensor to evaluate the robustness of the proposed method. Instead of relying on a mathematical model, the ultra-local model of the converter is employed. Simulation results demonstrate the effectiveness of the MFPC with EDSMO, highlighting its superior resilience and control performance compared to the traditional PIO, particularly in the context of an interleaved DC-DC converter.
| Original language | English |
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| Title of host publication | Proceedings of the 15th International 2025 IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED 2025 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798350388190 |
| DOIs | |
| State | Published - 2025 |
| Externally published | Yes |
| Event | 15th International IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED 2025 - Dallas, United States Duration: 24 Aug 2025 → 27 Aug 2025 |
Publication series
| Name | Proceedings of the 15th International 2025 IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED 2025 |
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Conference
| Conference | 15th International IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED 2025 |
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| Country/Territory | United States |
| City | Dallas |
| Period | 24/08/25 → 27/08/25 |
Bibliographical note
Publisher Copyright:© 2025 IEEE.
Keywords
- Interleaved DC-DC converter
- current sensor fault
- model free predictive control
- proportional integral observer
- sliding mode observer
ASJC Scopus subject areas
- Signal Processing
- Mechanical Engineering
- Safety, Risk, Reliability and Quality
- Energy Engineering and Power Technology
- Computational Mechanics
- Electrical and Electronic Engineering