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Learning an Optimal Operational Strategy for Service Life Extension of Gear Wheels with Double Deep Q Networks

M. Henss, Y. Gretzinger, T. Tevetoglu, M. Posner, and B. Bertsche. Proceedings of the Annual Conference of the PHM Society 2021, volume 13 of Technical Research Papers, page 1-8. The Prognostics and Health Management Society, (2021)
DOI: 10.36001/phmconf.2021.v13i1.2978

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Mark Burkhardt University of Stuttgart

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Learning an Optimal Operational Strategy for Service Life Extension of Gear Wheels with Double Deep Q NetworksM. Henss, Y. Gretzinger, T. Tevetoglu, M. Posner, and B. Bertsche. Proceedings of the Annual Conference of the PHM Society 2021, volume 13 of Technical Research Papers, page 1-8. The Prognostics and Health Management Society, (2021)Extended Evaluation of Pitting Degradation Tests to Increase the Remaining Useful Life of Gear WheelsY. Gretzinger, A. Kroner, M. Henß, M. Dazer, and B. Bertsche. IOP Conf. Series: Materials Science and Engineering, (2021)247 (peer-review).Zuverlässigkeit und Betriebsfestigkeit. In: Handbuch KonstruktionM. Dazer, M. Henß, and B. Bertsche. chapter Teil 1 Kapitel 5, Hanser Verlag, 2 edition, (2018)AutoEncoder basierte automatisierte Zustandsdiagnose von WälzlagernM. Henss, and B. Bertsche. Tagung Technische Zuverlässigkeit 2019, 2345, VDI, (2019)Learning an Optimal Operational Strategy for Service Life Extension of Gear Wheels with Double Deep Q NetworksM. Henss, G. Yvonne, T. Tevetoglu, M. Posner, and B. Bertsche. (2021)381.Regression with individual weigths to prevent overfitting Methodical application to an overload clutchM. Henß, S. Kemmler, A. Kremer, and B. Bertsche. Forschung im Ingenieurwesen, 83 (2): 273-288 (2019)Framework for a Uniform Description of Prognostics and Health ManagementM. Henß, P. Zeiler, and B. Bertsche. PHM Asia Pacific 2017 : proceedings of the Asia Pacific Conference of the Prognostics and Health Management Society 2017, page 680-684. Health Management Society, (2017)Introducing Type 5 to PHM classification schemesM. Henß, and B. Bertsche. ISRE 2016, (2016)Regression with individual weigths to prevent overfittingM. Henß, S. Kemmler, A. Kremer, and B. Bertsche. (2019)315.Zuverlässigkeit und BetriebsfestigkeitM. Dazer, M. Henß, and B. Bertsche. Handbuch Konstruktion, chapter Teil 1, Kapitel 5, Hanser, München, 2 edition, (2018)