Publikationen

2025 | Holistic Simulation Model of the Temporal Degradation of Rolling Bearings
Mauthe, F.; Hagmeyer, S.; Zeiler, P. : Proceedings of the 35th European Safety and Reliability Conference and the 33rd Society for Risk Analysis Europe Conference, 15.06. – 19.06.2025, Stavanger, Norway, DOI: 10.3850/978-981-94-3281-3_ESREL-SRA-E2025-P8028-cd.

2025 | Overview and Analysis of Publicly Available Degradation Data Sets for Tasks within Prognostics and Health Management
Mauthe, F.; Steinmann, L.; Neu, M.; Zeiler, P. : Proceedings of the 35th European Safety and Reliability Conference and the 33rd Society for Risk Analysis Europe Conference, 15.06. – 19.06.2025, Stavanger, Norway, DOI: 10.3850/978-981-94-3281-3_ESREL-SRA-E2025-P7412-cd.

2025 | A Study on the Use of Simulation Data for Data-Driven Fault Diagnosis of Various Rolling Bearings Using Transfer Learning
Braig, M.; Mauthe, F.; Zeiler, P. : Proceedings of the 35th European Safety and Reliability Conference and the 33rd Society for Risk Analysis Europe Conference, 15.06. – 19.06.2025, Stavanger, Norway, DOI: 10.3850/978-981-94-3281-3_ESREL-SRA-E2025-P8201-cd.

2025 | A Study on Using Transfer Learning to Utilize Information From Similar Systems for Data-Driven Condition Diagnosis and Prognosis
Braig, M.; Zeiler, P.: IEEE Access, Volume 13, pp. 98485-98503, DOI: 10.1109/ACCESS.2025.3576435.

2025 | Anwendung von Transferlernen zur Nutzung von Wissen ähnlicher Systeme für datengetriebene Prognosen der verbleibenden nutzbaren Lebensdauer
Braig, M.; Zeiler, P.: 32. Fachtagung Technische Zuverlässigkeit 2025, 09.-10.04.2025, Nürtingen, VDI-Berichte 2448, ISBN: 978-3-18-092448-9.

2025 | Ganzheitliches Modell für die Simulation der Degradation von Wälzlagern
Mauthe, F.; Hagmeyer, S.; Zeiler, P.: 32. Fachtagung Technische Zuverlässigkeit 2025, 09.-10.04.2025, Nürtingen, VDI-Berichte 2448, ISBN: 978-3-18-092448-9.

2024 | Overview of Publicly Available Degradation Data Sets for Tasks within Prognostics and Health Management
Mauthe, F.; Braun, C.; Raible, J.; Zeiler, P.; Huber, M. F.: Available online at: http://arxiv.org/abs/2403.13694.

2024 | A Study on the Effectiveness of Time Series Similarity Measures for the Comparison of Degradation Curves of Similar Engineering Systems
Braig, M.; Zeiler, P.: IEEE Access, Vol. 12, pp. 49602-49623, DOI: 10.1109/ACCESS.2024.3384697.

2023 | Evaluierung der Güte von datengetriebenen Methoden zur Lebensdauerprognose technischer Systeme unter Berücksichtigung von Zeitreihencharakteristiken
Mauthe, F.; Braig, M.; Zeiler, P.: 31. Fachtagung Technische Zuverlässigkeit 2023, 26.-27.04.2023, Nürtingen, VDI-Berichte 2409, ISBN: 978-3-18-092409-0, S. 243-256.

2023 | Verwendung von Kenntnissen über den Degradationsprozess beim Training eines künstlichen neuronalen Netzes zur Steigerung der Vorhersagegenauigkeit einer Prognose der verbleibenden nutzbaren Lebensdauer
Hagmeyer, S.; Zeiler, P.: 31. Fachtagung Technische Zuverlässigkeit 2023, 26.-27.04.2023, Nürtingen, VDI-Berichte 2409, ISBN: 978-3-18-092409-0, S. 203-218.

2023 | A Comparative Study on Methods for Fusing Data-Driven and Physics-Based Models for Hybrid Remaining Useful Life Prediction of Air Filters
Hagmeyer, S.; Zeiler, P.: IEEE Access, Vol. 11, pp. 35737-35753, DOI: 10.1109/ACCESS.2023.3265722.

2022 | Using Data From Similar Systems for Data-Driven Condition Diagnosis and Prognosis of Engineering Systems: A Review and an Outline of Future Research Challenges 
Braig, M.; Zeiler, P.: IEEE Access, Volume 11, pp. 1506-1554, doi: 10.1109/ACCESS.2022.3233220.

2022 | On the Influence of Market-Specific Sales Volumes and Load Spectra of Different Applications on Operational Reliability with Confidence Interval
Zeiler, P.: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 28.08. - 01.09.2022, Dublin, pp. 830-839, doi: 10.3850/978-981-18-5183-4_R16-05-140-cd.

2022 | Performance Evaluation of Neural Network Architectures on Time Series Condition Data for Remaining Useful Life Prognosis Under Defined Operating Conditions
Mauthe, F.; Braig, M.; Zeiler, P.: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 28.08. - 01.09.2022, Dublin, pp. 1251-1258, doi: 10.3850/978-981-18-5183-4_R22-07-121-cd.

2022 | On the Integration of Fundamental Knowledge about Degradation Processes into Data-Driven Diagnostics and Prognostics Using Theory-Guided Data Science
Hagmeyer, S.; Zeiler, P.; Huber, M.: Proceedings of the PHM Society European Conference, 7, 06.07. - 08.07.2022, Turin, doi: 10.36001/phme.2022.v7i1.3352.

2021 | Creation of Publicly Available Data Sets for Prognostics and Diagnostics Addressing Data Scenarios Relevant to Industrial Applications
Hagmeyer, S.; Mauthe, F.; Zeiler, P.: International Journal of Prognostics and Health Management, Volume 12, Issue 2, doi: 10.36001/ijphm.2021.v12i2.3087.

2021 | Untersuchung von Datensätzen und Definition praxisrelevanter Standardfälle im Kontext von Predictive Maintenance
Mauthe, F.; Hönig, M.; Zeiler, P.: 30. Fachtagung Technische Zuverlässigkeit 2021, 27.-28.04.2021, Nürtingen (online), VDI-Berichte 2377, ISBN: 978-3-18-092377-2, S. 17-32.

2021 | Konzeption und Vergleich einer Methode zur Berechnung der Zuverlässigkeit bei variabler Belastung auf Basis einer probabilistischen Schädigungsakkumulation
Zeiler, P. : 30. Fachtagung Technische Zuverlässigkeit 2021, 27.-28.04.2021, Nürtingen (online), VDI-Berichte 2377, ISBN: 978-3-18-092377-2, S. 213-225.

2020 | Coverage Probability of Methods for Steady-State Availability Inference with a Confidence Interval 
Müller, F.; Zeiler P.; Bertsche, B.: Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference, 01.11. – 05.11.2020, Venedig (online), ISBN: 978-981-14-8593-0.

2020 | Reliability at Use Condition Considering the Statistical Uncertainty and Distribution of Life-Stress Model and a Sample of Load Spectra
Zeiler, P.; Eric, A.: Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference, 01.11. – 05.11.2020, Venedig (online), ISBN: 978-981-14-8593-0.

2020 | Calculation of the Prediction Interval for Negative Correlation Learning via Delta Method
Hagmeyer, S., Zeiler, P.: Proceedings of the 30th European Safety and Reliability Conference and the 15th Probabilistic Safety Assessment and Management Conference, 01.11. – 05.11.2020, Venedig (online), ISBN: 978-981-14-8593-0.

2019 | FCC Physics Opportunities
Abada, A., Abbrescia, M., AbdusSalam, S.S. et al.: The European Physical Journal C, Vol. 79, 474 (2019), doi: 10.1140/epjc/s10052-019-6904-3.

2019 | FCC-ee: The Lepton Collider
Abada, A., Abbrescia, M., AbdusSalam, S.S. et al.: The European Physical Journal Special Topics 228, 261–623 (2019), doi: 10.1140/epjst/e2019-900045-4.

2019 | Enhancing remaining useful lifetime prediction by an advanced ensemble method adapted to the specific characteristics of prognostics and health management
Hönig, M., Hagmeyer, S.; Zeiler, P.: Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019), 22.09. – 26.09.2019, Hannover, pp. 1155-1162,  doi: 10.3850/978-981-11-2724-3_0204-cd.

2019 | Confidence interval of reliability at use condition considering the comprehensive statistical uncertainty and distribution of constant stress and life-stress model 
Zeiler, P.; Eric, A.: Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019), Hannover, 22.09. – 26.09.2019, pp. 810-818, doi: 10.3850/978-981-11-2724-3_0205-cd.

2019 | Kombination mehrerer Prognoseergebnisse zur verbesserten Ermittlung der verbleibenden nutzbaren Lebensdauer 
Hagmeyer, S. Hönig, M., Zeiler, P.: 29. Fachtagung Technische Zuverlässigkeit 2019, 07.-08.05.2019, Nürtingen, VDI-Berichte 2345, ISBN 978-3-18-092345-1, S. 43-54.

2019 | Absicherung der Zuverlässigkeit unter Berücksichtigung der statistischen Güte und Streuung von Belastung und Belastbarkeit - Für den Fall einer konstanten Betriebsbelastung
Zeiler, P.; Eric, A.: 29. Fachtagung Technische Zuverlässigkeit 2019, 07.-08.05.2019, Nürtingen, VDI-Berichte 2345, ISBN 978-3-18-092345-1, S. 269-280.

2018 | Realistic modelling of flexibility and dependence in production systems in Industry 4.0 for analysing their productivity and availability
Long, F.; Zeiler, P.; Bertsche, B.: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Volume 232, Issue 2, 2018 S. 174-184, DOI: 10.1177/1748006X17731938.

2017 | Framework for a Uniform Description of Prognostics and Health Management  
Henß, M.; Zeiler, P.; Bertsche, B.: Proceedings of Asia Pacific Conference of the Prognostics and Health Management Society 2017 (PHMAP17), 12.07. – 14.07.2017, Jeju, Republik Korea. ISBN-13: 978-1-936263-27-1, pp. 680-684.

2017 |Bootstrap Monte Carlo Simulation of Reliability and Confidence Level with Periodical Maintenance
S Müller, F.; Zeiler P.; Bertsche, B.: Forschung im Ingenieurwesen, Volume 81, Issue 4, Springer: Berlin, Heidelberg, 2017, S. 383-393, DOI: 10.1007/s10010-017-0220-6.

2017 | Modelling the flexibility of production systems in Industry 4.0 for analysing their productivity and availability with high-level Petri nets
Long, F.; Zeiler, P.; Bertsche, B.: Proc. IFAC WC 2017 Conference, 09.07. – 14.07.2017, Toulouse, Frankreich, pp. 5845-5852, IFAC-PapersOnLine, Vol. 49, No. 12, 2016, pp. 145-150, doi: 10.1016/j.ifacol.2016.07.565.

Ältere Publikationen sind der persönlichen Seite von Prof. Zeiler zu entnehmen.