Pla Moreno, Benjamín; De La Morena, Joaquín; Bares-Moreno, Pau; Aramburu-Orihuela, Alexandra(Elsevier, 2023-07-01)
[EN] Machine learning (ML) techniques are increasingly spreading in the automotive area. The advantage of using data-based algorithms is evidenced in the study of complex nonlinear phenomena, such as engine combustion. An ...
[EN] Compressor characterization, either by running experiments in a turbocharger test rig or by detailed CFD modelling, can be expensive and time-consuming. In this work, a novel method is proposed which can be used to ...
[EN] Knock detection is critical to engine control as it prevents damage and ensures optimal performance. However, it still presents significant challenges, particularly in alternative combustion systems, due to its complex ...