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synthetic data

Synthetic data are artificially generated data that do not originate from real events. They are produced on the basis of algorithms

and used as test data for the operation of production plants or to train learning models. Synthetic data can also be used to test plants or models in limit ranges that the real application values do not provide.

Synthetic data can be used to circumvent restrictions in the use of authentic data that may not be used due to their sensitivity or because of legal regulations. Moreover, users are not constrained to specific conditions determined by real data. By simulating with synthetic data, they can better test their models, plants and systems. Developers and users are freer in their use and data exchange through the use of sysnthetic data.

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Englisch: synthetic data
Updated at: 11.03.2018
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Translations: DE