Datasets
Standard Dataset
Conversion Loss Data Generation with Analytical Models
- Citation Author(s):
- Submitted by:
- Xuan Liu
- Last updated:
- Sun, 03/19/2023 - 05:10
- DOI:
- 10.21227/wnw5-hj68
- Data Format:
- License:
47 Views- Categories:
- Keywords:
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Abstract
This dataset is created for neural network-based surrogate modeling of the power conversion losses. The dataset includes four sets of data (for AC/DC conversion losses under inversion/rectification moes and DC/DC conversion losses during battery charging/discharging, respectively) for the neural network. The raw data is generated using high fidelity analytical models.
Instructions:
See the documentation pdf for instructions.
Dataset Files
- AC/DC conversion loss under inversion mode acdc-inv.mat (2.29 MB)
- AC/DC conversion loss under rectification mode acdc-rec.mat (2.29 MB)
- DC/DC conversion loss during battery charging dcdc-ch.mat (2.29 MB)
- DC/DC conversion loss during battery discharging dcdc-dc.mat (2.29 MB)
Documentation
| Attachment | Size |
|---|---|
 datasets.pdf | 353.29 KB |
