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Synthetic tunable edge-emitting laser reliability dataset
- Citation Author(s):
- Submitted by:
- khouloud abdelli
- Last updated:
- Mon, 07/08/2024 - 15:59
- DOI:
- 10.21227/k5n4-q340
- Data Format:
- Research Article Link:
- License:
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Abstract
A synthetic laser reliability dataset generated using generative adversarial networks (GANs) is provided. The data includes normalized current measurements estimated at the following times: 2, 20, 40, 60, 80, 100, 150, 500, 1000, and 1500 hours. The data can be used to train machine learning models to solve different predictive maintenance tasks such as prediction of performance degradation, remainng useful prediction, and so on.
Instructions:
The data includes the values of normalized current taken at several times 2, 20, 40, 60, 80, 100, 150, 500, 1000, and 1500 hours.
