Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map - Prezelj, Jurij; Murovec, Jure; Huemer-Kals, Severin; Häsler, Karl; Fischer, Peter (Mechanical systems and signal processing, 2022)
Keywords: Acoustic emission; Algorithms; Bifurcations; Brake NVH; Brakes; Bursts; Classification; Control methods; Design parameters; Emission analysis; Frequency ranges; Harnesses; Low pass filters; Machine learning; Mechanical properties; Real-time AE envelope; Self organizing maps; Signal features; Signal processing; Slip; Unsupervised classification; Unsupervised learning; Vibration; Waveforms; Signal processing; Acoustic emission; Signal features; Unsupervised classification; Brake NVH; Real-time AE envelope