Robust Controller With Least Mean Square Adaptive Filter for Voltage Source Inverters: Passivity-Based Design
Voltage source inverters (VSIs) are essential for many applications. However, it is challenging to design a controller that enables a VSI to generate a sinusoidal load voltage with no steady-state error regardless of loads. Moreover, the controller has to suppress the harmonic distortion caused by a nonlinear load, such as a diode rectifier, while stabilizing the VSI. In this paper, we proposes a novel dual-loop controller for VSIs that comprises a passivity-based robust controller in the inner loop and a least mean square adaptive filter (LMS-AF) in the outer loop. The proposed controller can guarantee the robust stability for both linear and nonlinear loads, while achieving zero steady-state, fast-tracking, and robustness of the sensor noise. Regarding the harmonics caused by the diode rectifier load as cyclic, we suppress the harmonics caused by this load by applying the LMS-AF to the VSI controller. We demonstrate the effectiveness of the proposed controller through comparisons with conventional control approaches via simulations and experiments.
Authors
- Kenta Koiwa (ORCID: https://orcid.org/0000-0003-0840-0896)
- Kang‐Zhi Liu (ORCID: https://orcid.org/0000-0003-2826-7957)
- Tadanao Zanma (ORCID: https://orcid.org/0000-0002-9107-830X)
- Taiki Goto
- Qingquan Liu (ORCID: https://orcid.org/0000-0003-4978-2771)
Institutions
- Chiba University (JP)
- Tokyo Denki University (JP)
- Shibaura Institute of Technology (JP)
- Harbin Institute of Technology (CN)
Publication Details
- Journal
- IEEE Access
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1109/access.2025.3583325
- Primary Topic
- Neural Networks and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00