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

[1]  S. A. Tobias.  Machine tool vibration research , 1961 .

[2]  P. Oxley.  Mechanics of metal cutting , 1961 .

[3]  H. E. Merritt.  Theory of Self-Excited Machine-Tool Chatter: Contribution to Machine-Tool Chatter Research—1 , 1965 .

[4]  E.J.A. Armarego,et al.  Computer Based Modelling of Popular Machining Operations for Force and Power Prediction , 1985 .

[5]  S. Smith,et al.  An Overview of Modeling and Simulation of the Milling Process , 1991 .

[6]  Yusuf Altintas,et al.  Analytical Prediction of Stability Lobes in Milling , 1995 .

[7]  Kornel Ehmann,et al.  Machining Process Modeling: A Review , 1997 .

[8]  Yusuf Altintas,et al.  Analytical Prediction of Chatter Stability in Milling—Part I: General Formulation , 1998 .

[9]  Yusuf Altintas,et al.  Analytical Prediction of Chatter Stability in Milling—Part II: Application of the General Formulation to Common Milling Systems , 1998 .

[10]  Eiji Shamoto,et al.  Analytical Prediction of Stability Lobes in Ball End Milling , 1999 .

[11]  Zhou Xiaoqin,et al.  Analysis of fuzzy dynamic characteristics of machine cutting process: fuzzy stability analysis in regenerative-type-chatter , 1999 .

[12]  Fritz Klocke,et al.  A New Method for Chatter Detection in Grinding , 1999 .

[13]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[14]  Yusuf Altintas,et al.  Analytical Prediction of Three Dimensional Chatter Stability in Milling , 2001 .

[15]  Gábor Stépán,et al.  Semi‐discretization method for delayed systems , 2002 .

[16]  Henk Nijmeijer,et al.  Prediction of regenerative chatter by modelling and analysis of high-speed milling , 2003 .

[17]  Tony L. Schmitz,et al.  Chatter recognition by a statistical evaluation of the synchronously sampled audio signal , 2003 .

[18]  Jong Min Lee,et al.  Diagnosis of mechanical fault signals using continuous hidden Markov model , 2004 .

[19]  Yusuf Altintas,et al.  Multi frequency solution of chatter stability for low immersion milling , 2004 .

[20]  Young-Chan Lee,et al.  Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters , 2005, Expert Syst. Appl..

[21]  Francisco J. Campa,et al.  Stability limits of milling considering the flexibility of the workpiece and the machine , 2005 .

[22]  M C Yoon,et al.  Cutting force monitoring in the endmilling operation for chatter detection , 2005 .

[23]  Sohyung Cho,et al.  Tool breakage detection using support vector machine learning in a milling process , 2005 .

[24]  Fathy Ismail,et al.  Machining stability in high-speed drilling—Part 1: Modeling vibration stability in bending , 2006 .

[25]  Erhan Budak,et al.  Analytical models for high performance milling. Part I: Cutting forces, structural deformations and tolerance integrity , 2006 .

[26]  Pascal Ray,et al.  Model-based chatter stability prediction for high-speed spindles , 2007 .

[27]  Li Zhongqun.  Rapid Analysis on Chatter Stability Lobes for High Speed Milling Based on Frequency Response Function , 2008 .

[28]  Elso Kuljanić,et al.  Multisensor approaches for chatter detection in milling , 2008 .

[29]  Cheong Hee Park,et al.  A SVM-based discretization method with application to associative classification , 2009, Expert Syst. Appl..

[30]  Zheng Liu.  Construction of Process-oriented Industrial Design Knowledge Map , 2010 .

[31]  Zhongqun Li,et al.  Modeling and Simulation of Chatter Stability for Circular Milling , 2010 .

[32]  Zichen Chen,et al.  On-line chatter detection and identification based on wavelet and support vector machine , 2010 .

[33]  Graeme Manson,et al.  Fuzzy stability analysis of regenerative chatter in milling , 2010 .

[34]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[35]  Mahmudur Rahman,et al.  Optimization of Surface Roughness in End Milling Using Potential Support Vector Machine , 2012, Arabian Journal for Science and Engineering.

[36]  Berend Denkena,et al.  Abrasion Monitoring and Automatic Chatter Detection in Cylindrical Plunge Grinding , 2013 .

[37]  Tuomo Lindh,et al.  Chatter Detection in Turning Processes Using Coherence of Acceleration and Audio Signals , 2014 .