Datasets
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Dissolved gas data in transformer oil---Fault Diagnosis of Power Transformers with Membership Degree
- Citation Author(s):
- Submitted by:
- Enwen Li
- Last updated:
- Mon, 01/14/2019 - 05:58
- DOI:
- 10.21227/h8g0-8z59
- License:
- Categories:
Abstract
The oil-paper insulation system in power transformers operates under the effects of high temperature and strong electromagnetic environment, and the insulation medium can slowly decompose into a number of small molecules. The decomposition gases dissolved in oil are H2, CH4, C2H6, C2H4, C2H2. When a fault occurs, the insulation breaks down more quickly and the decomposition products will be different according to the type and severity of the fault. Dissolved gas analysis (DGA) is widely used to detect incipient faults in oil-pregnant transformers. This dataset includes the DGA data in the fault state of the transformer and the corresponding fault type.
This dataset includes the dissolved gas data in transformer oil in the fault state of the transformer and the corresponding fault type.
Documentation
Attachment | Size |
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DGA dataset.pdf | 46.7 KB |
Comments
Hi
Do you have any data for nominal values ? Thanks
no
I want to try machine learning techinques