88 citations · 209 across the 11 of their papers we have counts for
4 papers · 1 filter
Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping
Melih C. Yesilli, Firas A. Khasawneh, Andreas Otto
Chatter detection from sensor signals has been an active field of research. While some success has been reported using several featurization tools and machine learning algorithms,…
Time delay effects in the control of synchronous electricity grids
Philipp C. Böttcher, Andreas Otto, Stefan Kettemann +1
The expansion of inverter-connected generation facilities (i.e. wind and photovoltaics) and the removal of conventional power plants is necessary to mitigate the impacts of climate…
Topological Feature Vectors for Chatter Detection in Turning Processes
Melih C. Yesilli, Firas A. Khasawneh, Andreas Otto
Machining processes are most accurately described using complex dynamical systems that include nonlinearities, time delays, and stochastic effects. Due to the nature of these model…
On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition
Melih C. Yesilli, Firas A. Khasawneh, Andreas Otto
The increasing availability of sensor data at machine tools makes automatic chatter detection algorithms a trending topic in metal cutting. Two prominent and advanced methods for f…