Analyzing Transient Phenomena in the Time Domain Using Empirical Mode Decomposition(EMD)
The feature selection verification algorithm is the core method of the electromagnetic simulation credibility evaluation system established by IEEE standard 1597.1. However, the problem of feature selection validation algorithm’s failure in transient data needs to be solved. This article conducts in-depth research on this and applies the Empirical Mode Decomposition (EMD) algorithm to transient data trustworthiness verification, and verifies the effectiveness of this method.
Authors
- Huapeng Zhao (ORCID: https://orcid.org/0000-0002-2036-5344)
- Jun Hu (ORCID: https://orcid.org/0000-0002-4565-3000)
- Zhiwei Gao (ORCID: https://orcid.org/0000-0002-5501-9855)
- Jiaxin Shi (ORCID: https://orcid.org/0000-0002-6060-926X)
- Wei Chen (ORCID: https://orcid.org/0000-0002-1812-8112)
- Min Zhang (ORCID: https://orcid.org/0000-0001-8107-5212)
Institutions
- University of Electronic Science and Technology of China (CN)
- Harbin Institute of Technology (CN)
- Shijiazhuang Tiedao University (CN)
Publication Details
- Published
- 2024-09-22
- DOI
- https://doi.org/10.1109/apcap62011.2024.10881315
- Primary Topic
- Machine Fault Diagnosis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Nature