Chatter Detection and Identification Based on Mode Decompositions
Sign Up to like & getrecommendations! Published in 2025 at "Advanced Engineering Materials"
DOI: 10.1002/adem.202500382
Abstract: To meet the demand for industrial production of calendering or rolling, it is necessary to detect the onset of chatter before chatter marks appear on the workpiece. Therefore, mode decomposition techniques (empirical, bivariate empirical, and… read more here.
Keywords: mode; mode decompositions; chatter detection; identification ... See more keywords
Hybrid model- and signal-based chatter detection in the milling process
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Mechanical Science and Technology"
DOI: 10.1007/s12206-019-1201-5
Abstract: Chatter causes machining instability and reduces productivity in the metal cutting process. It has negative effects on the surface finish, dimensional accuracy, tool life and machine life. Chatter identification is therefore necessary to control, prevent,… read more here.
Keywords: model; chatter; chatter detection; signal based ... See more keywords
Two new kurtosis-based similarity evaluation indicators for grinding chatter diagnosis under non-stationary working conditions
Sign Up to like & getrecommendations! Published in 2021 at "Measurement"
DOI: 10.1016/j.measurement.2021.109215
Abstract: Abstract Chatter is one of the most critical errors in the grinding process, the occurrence of which will directly degrade the ultimate geometrical surface quality of the workpiece. Most of the present grinding chatter detection… read more here.
Keywords: grinding chatter; non stationary; working conditions; chatter detection ... See more keywords
Deep Diffusion for Training Chatter Detection Systems for Machine Tools
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2024.3446645
Abstract: In machine tool operations, chatter can cause machining errors and reduce a tool’s lifespan and the production quality, and artificial intelligence (AI) is commonly used for predicting vibrations and chatter. In this study, 1-D chatter… read more here.
Keywords: training; chatter; machine; chatter detection ... See more keywords
A Novel Supervised Chatter Detection Method Based on Noise-Added ResNet-AutoEncoder
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2025.3619649
Abstract: Thin-walled components, widely employed in aerospace and high-precision industries for their lightweight and high specific strength, are highly susceptible to chatter—a self-excited vibration that severely degrades machining quality and tool longevity. Traditional chatter detection methods… read more here.
Keywords: resnet autoencoder; chatter; chatter detection; noise added ... See more keywords
EARLY CHATTER DETECTION THROUGH REAL-TIME SUPERVISION AND TIME-DOMAIN SIMULATION-BASED INDICATORS
Sign Up to like & getrecommendations! Published in 2025 at "MM Science Journal"
DOI: 10.17973/mmsj.2025_11_2025147
Abstract: Chatter undermines surface quality, tool life, and productivity, and most available indicators react only after vibration is fully developed. We introduce a real-time monitoring framework for turning that runs short time-domain simulations, extracts a single… read more here.
Keywords: real time; time; time domain; chatter detection ... See more keywords