man. 29. nov.|
Breakfast webinar - Tmat-SynDat: A Synthetic Data Generator
COGNITWIN, COGNITWIN Forsterk and DigiPro Centre are glad to present highlights from the project. Six different on-line webinars will be arranged during Winter/Spring 2021/2022. This is the first seminar in the series.
Time & Location
29. nov. 2021, 09:00 – 10:00
About the Event
TMat-SynDat: A Synthetic Data Generator
Lack of real data is a challenge in machine learning algorithms. TEKNOPARs generator tool TMat-SynDat solves this challenge, and generates high fidelity synthetic data representing dynamic systems. This tool can be applied to typical use cases in which failure data need to be generated. Following the predictive maintenance steps, the generated synthetic data can also be used for estimation of remaining useful time of a machine if needed. TMat-SynDat has been deployed and used for the NOKSEL case in the EU project COGNITWIN, where both healthy and faulty data was generated in order to be used for predictive maintenance purposes. In this webinar, the TMat-SynDat tool and results from applying it in the COGNITWIN NOKSEL use case will be presented.