RT Journal Article T1 New stopping criteria for crack detection during fatigue tests of railway axles A1 Gómez García, María Jesús A1 Castejón Sisamón, Cristina A1 García Prada, Juan Carlos AB There are several EN standards that regulate railway axles design, manufacturing, and maintenance since axles are one of the most important elements in a railway vehicle in terms of safety. Fatigue tests are included in the standards, and they are widely used in this area to verify whether fatigue limits surpass certain specified values. Fatigue tests can be performed using test machines in which the axle rotates or more frequently, using Sincotec resonance test machines. For both types of test machines, fatigue tests aim to check if a crack appears in an axle within 107107 loading cycles, thus it is necessary to establish stopping criteria in case a crack appears during the test. In the case of resonance test machines, the axle is determined to have been cracked when the testing frequency drops more than 0.5 Hz. For rotating axle tests, there are alarm levels for the displacement of the center of the axle, axle temperature, and variation of the load applied. However, in both cases, stopping criteria have shown low sensitivity to cracks: when the machine stops, defects are very large. Thus, testing can involve a waste of energy and time, and risk of catastrophic failure of the axle, which raises safety concerns and could lead to serious damage of the machine and its environment. This paper addresses a new methodology based on vibration measurements to establish more precise stopping criteria for crack detection during fatigue testing of railway axles. The use of one of the latest developments of the wavelet transform, the Wavelet Packets Transform, allows a crack to be detected many cycles before the conventional methods. The methodology has been successfully applied to a machine where the axle rotates, with very promising results. PB Elsevier SN 1350-6307 YR 2015 FD 2015-10-01 LK https://hdl.handle.net/10016/36087 UL https://hdl.handle.net/10016/36087 LA eng NO The authors wish to thank Professors Stefano Beretta and Michele Carboni (Politecnico di Milano - Dept. Mechanical Engineering) for permission to make acceleration measurements during fatigue tests carried out in the frame of the EURAXLES European Project (EU FP7 #2010/00203/004) and for permission to use fatigue test data. The authors also acknowledge the support by the Department of Mechanical Engineering of Politecnico di Milano for modal experiments of axle natural frequencies. The authors are also grateful for funding under the EURAXLES European Project (EU FP7 #2010/00203/004). DS e-Archivo RD 18 jul. 2024