Model Reduction Method for Spacecraft Electrical System Based on Singular Perturbation Theory
Accurate and efficient modeling and simulation of spacecraft electrical systems are crucial because of their complexity. However, existing models often struggle to balance simulation efficiency and accuracy. This paper introduces a model reduction method based on singular perturbation theory to simplify the full-order model of spacecraft electrical systems. The experimental results show that the reduced-order simplified model saves 50% of the simulation time with almost no degradation in the simulation accuracy and can be applied to real-world scenarios, such as digital twins. This method offers a new approach for rapid simulation of spacecraft electrical systems and has broad application prospects.
Authors
- Yelun Peng (ORCID: https://orcid.org/0000-0002-7011-8587)
- Lifeng Wang (ORCID: https://orcid.org/0000-0001-7911-3777)
- Juan Luo (ORCID: https://orcid.org/0000-0002-0858-427X)
Institutions
- Hunan University (CN)
Publication Details
- Journal
- Electronics
- Published
- 2024-10-31
- DOI
- https://doi.org/10.3390/electronics13214291
- Primary Topic
- Machine Fault Diagnosis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00