Ferruh Öztürk

Dec 17, 2024 | mdpi.com | Ferruh Öztürk

2. The Proposed ApproachThe proposed approach aims to develop an artificial intelligence-based prediction model to prevent resonance-related failures in the heatsink blocks of alternators subjected to dynamic loading tests. The test specimens were subjected to controlled vibration loading conditions, and the onset of fatigue fracture was carefully monitored and recorded.

Sep 9, 2023 | mdpi.com | Onur Yavuz |Ferruh Öztürk |Birtan Güler

2. ExperimentsExternal loading data acting on an engine suspension joint are collected using real road signals on a bench test system to determine the horizontal vibrations in a Taguchi-integrated DOE. Then, the test setup, a discussion of the Taguchi methods, test parameters and their levels, and test specimens are provided. The flowchart of the proposed approach is given in Figure 1.