TY - GEN A1 - Kimmerle, Sven-Joachim A1 - Dvorsky, Karl A1 - Liess, Hans-Dieter T1 - Failure Rates from Data of Field Returns T2 - MATHMOD Short Contribution Volume 2025 N2 - To determine failure rates is a challenge, if there are only a few failures and typical failure rates are low. As an application example we are interested in failure rates of electrical automotive components for automated/autonomous driving. As method we focus here on the exploitation of field data. Our contribution classifies different approaches from statistics and shows how this can be applied to real-world production figures as available in industry. KW - Mathematische Modellierung KW - Entscheidung bei Unsicherheit KW - Bordnetz KW - Reliabilität KW - Konfidenzbereich KW - modelling uncertainties and stochastic systems KW - automotive vehicle electrical systems KW - reliability KW - failure rates KW - autonomous driving Y1 - 2025 U6 - https://doi.org/10.34726/9011 SP - 23 EP - 24 PB - reposiTUm, TU Wien CY - Wien ER -