Effective multi-sensor data fusion for chatter detection in milling process

Instantaneous frequency estimation for wheelset bearings weak fault signals using second-order synchrosqueezing S-transform with optimally weighted sliding window

(2021) Rongye Lin et al.   ISA TRANSACTIONS

Review of swarm intelligence-based feature selection methods

(2021) Mehrdad Rostami et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Milling chatter detection by multi-feature fusion and Adaboost-SVM

(2021) Shaoke Wan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Milling chatter detection using scalogram and deep convolutional neural network

(2020) Minh-Quang Tran et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Hybrid model- and signal-based chatter detection in the milling process

(2020) Meng-Kun Liu et al.   Journal of Mechanical Science and Technology

Vibration signature based stability studies in internal turning with a wavelet denoising preprocessor

(2020) Atchuta Ganesh Yuvaraju Bonda et al.   MEASUREMENT

Machining vibration monitoring based on dynamic clamping force measuring in thin-walled components milling

(2020) Wuyang Sun et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Machine monitoring system: a decade in review

(2020) Maznah Iliyas Ahmad et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Mean-optimized mode decomposition: An improved EMD approach for non-stationary signal processing

(2020) Jinde Zheng et al.   ISA TRANSACTIONS

Online chatter detection for milling operations using LSTM neural networks assisted by motor current signals of ball screw drives

(2020) Rajiv Kumar Vashisht et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Intelligent chatter detection using image features and support vector machine

(2019) Yun Chen et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Tool condition monitoring techniques in milling process — a review

(2019) T. Mohanraj et al.   Journal of Materials Research and Technology-JMR&T

Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods

(2019) Gang Kou et al.   APPLIED SOFT COMPUTING

On transfer learning for chatter detection in turning using wavelet packet transform and ensemble empirical mode decomposition

(2019) Melih C. Yesilli et al.   CIRP Journal of Manufacturing Science and Technology

Whale optimization approaches for wrapper feature selection

(2018) Majdi Mafarja et al.   APPLIED SOFT COMPUTING

Review of tool condition monitoring methods in milling processes

(2018) Yuqing Zhou et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

An intelligent chatter detection method based on EEMD and feature selection with multi-channel vibration signals

(2018) Yun Chen et al.   MEASUREMENT

Feature extraction using dominant frequency bands and time-frequency image analysis for chatter detection in milling

(2018) Yun Chen et al.   PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY

Chatter detection based on wavelet coherence functions in micro-end-milling processes

(2018) Yanjie Yuan et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE

Investigation and Correction of Actual Microphone Response for Chatter Detection in Milling Operations

(2017) Lorenzo Sallese et al.   MEASUREMENT & CONTROL

Multi-sensor data fusion framework for CNC machining monitoring

(2016) João A. Duro et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A new method for the prediction of chatter stability lobes based on dynamic cutting force simulation model and support vector machine

(2015) Chong Peng et al.   JOURNAL OF SOUND AND VIBRATION

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Chatter identification in end milling process using wavelet packets and Hilbert–Huang transform

(2013) Hongrui Cao et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

Chatter detection in milling machines by neural network classification and feature selection

(2013) Mourad Lamraoui et al.   JOURNAL OF VIBRATION AND CONTROL

Chatter in machining processes: A review

(2011) Guillem Quintana et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE

On-line chatter detection using servo motor current signal in turning

(2011) HongQi Liu et al.   Science China-Technological Sciences

Comparing machine learning classifiers in potential distribution modelling

(2010) Ana C. Lorena et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improved Computation for Levenberg–Marquardt Training

(2010) Bogdan M Wilamowski et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Effect of cascade methods on vibration defects detection

(2010) X. Chiementin et al.   JOURNAL OF VIBRATION AND CONTROL

Development of an intelligent multisensor chatter detection system in milling

(2009) E. Kuljanic et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Chatter detection based on probability distribution of wavelet modulus maxima

(2009) Lei Wang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Multisensor approaches for chatter detection in milling

(2008) E. Kuljanic et al.   JOURNAL OF SOUND AND VIBRATION