Deep learning for brake squeal: Brake noise detection, characterization and prediction

M Stender, M Tiedemann, D Spieler… - … Systems and Signal …, 2021 - Elsevier
Despite significant advances in modeling of friction-induced vibrations and brake squeal, the
majority of industrial research and design is still conducted experimentally, since many …

Synchronization of networks of piecewise-smooth systems

M Coraggio, P DeLellis, SJ Hogan… - IEEE control systems …, 2018 - ieeexplore.ieee.org
We study convergence in networks of piecewise-smooth (PWS) systems that commonly
arise in applications to model dynamical systems whose evolution is affected by …

Transition of synchronization state during the quasiperiodic route to chaos in coupled friction-induced continuous oscillators

J Velayudhan, MD Narayanan, A Saha - Chaos: An Interdisciplinary …, 2024 - pubs.aip.org
Friction-induced vibration, particularly associated with the squealing problem in disk brake
systems, has been a longstanding challenge in the automotive industry. In our research, we …

[HTML][HTML] Parameter study of global and cluster synchronization in arrays of dry friction oscillators

M Marszal, A Stefański - Physics Letters A, 2017 - Elsevier
We investigate synchronization thresholds in arrays of identical classic stick-slip dry friction
oscillators connected in a nearest neighbor fashion in closed and open ring network. Friction …

Deep learning for brake squeal: vibration detection, characterization and prediction

M Stender, M Tiedemann, D Spieler… - arXiv preprint arXiv …, 2020 - arxiv.org
Despite significant advances in modeling of friction-induced vibrations and brake squeal, the
majority of industrial research and design is still conducted experimentally, since many …

On the synchronization behavior of coupled friction-induced oscillators subjected to base excitation

J Velayudhan, MD Narayanan… - Journal of …, 2022 - asmedigitalcollection.asme.org
The primary objective of this paper is to analyze the synchronization phenomena in a
coupled friction-induced oscillator consisting of two cantilever beams with tip-masses …

Formulation of presliding domain non-local memory hysteretic loops based upon modified maxwell slip model

K Jankowski, M Marszal, A Stefański - Tribology Letters, 2017 - Springer
In this paper, we investigate formulation of non-local memory effect hysteretic loops in
presliding domain of friction by examining the dynamic responses of a single-degree-of …

[PDF][PDF] Achieving convergence and synchronization in networks of piecewise-smooth systems via distributed discontinuous coupling

M Coraggio, P DeLellis, M di Bernardo - Preprint, 2019 - researchgate.net
Piecewise-smooth systems are common in applications, ranging from dry friction oscillators
in mechanics, to power converters in electrical engineering, to neuron cells in biology. While …

On the Chaotic Behavior of Coupled Friction-Induced Oscillators Subjected to Base-Excitation

J Velayudhan, MD Narayanan, A Saha - International Conference on …, 2022 - Springer
The transition of synchronization behavior in a coupled friction-induced oscillators during its
route to chaos is investigated in this paper. The coupled system consists of two cantilever …

Synchronization properties in coupled dry friction oscillators

M Marszal, A Stefański - Nonlinear dynamical systems with self-excited …, 2018 - Springer
Self-excited vibrations in friction oscillators are known as stick-slip phenomenon. The non-
linearity in the friction force characteristics introduces instability to the steady frictional …