Nonlinear dynamics of regenerative cutting processes: comparison of two models

Understanding the nonlinear dynamics of cutting processes is very important for improving the quality of machining technology. We study machine cutting processes by two different models, one is recently introduced by Litak (2002), the other is the classic delay differential equation model. Well known routes to chaos, such as period-doubling or quasi-periodic motion to chaos are not observed in either model. Chaotic solutions from both models are carefully analyzed, and it is found that the chaotic motion from the Litak's model resembles more like a periodic motion, has a smaller correlation dimension and a smaller value for the largest positive Lyapunov exponent. Implications to the control of chaos in cutting processes are discussed.

[1]  G. Litak,et al.  APPROXIMATE ANALYTICAL SOLUTIONS FOR PRIMARY CHATTER IN THE NON-LINEAR METAL CUTTING MODEL , 2003 .

[2]  Igor Grabec,et al.  A chaotic cutting process and determining optimal cutting parameter values using neural networks , 1996 .

[3]  Chun Liu,et al.  An Analytical Model of Cutting Dynamics. Part 1: Model Building , 1985 .

[4]  Jianbo Gao,et al.  Can Sea Clutter and Indoor Radio Propagation be Modeled as Strange Attractors , 2003 .

[5]  M. Fofana Delay dynamical systems and applications to nonlinear machine-tool chatter , 2003 .

[6]  Jianbo Gao,et al.  Estimating measurement noise in a time series by exploiting nonstationarity , 2004 .

[7]  Etsuo Marui,et al.  The Mechanism of Chatter Vibration in a Spindle-Workpiece System: Part 2—Characteristics of Dynamic Cutting Force and Vibration Energy , 1988 .

[8]  Jing Ai,et al.  Quasiperiodic route to chaotic dynamics of internet transport protocols. , 2005, Physical review letters.

[9]  Igor Grabec,et al.  Chaos generated by the cutting process , 1986 .

[10]  Alain Molinari,et al.  Analysis of nonlinear vibrations in metal cutting , 1998 .

[11]  P. Grassberger,et al.  Characterization of Strange Attractors , 1983 .

[12]  Jianbo Gao,et al.  NOISE-INDUCED CHAOS , 1999 .

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

[14]  Gábor Stépán,et al.  Modelling nonlinear regenerative effects in metal cutting , 2001, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[15]  Gao,et al.  Noise-induced chaos in an optically injected semiconductor laser model , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[16]  P. Rapp,et al.  Detecting noise in a time series. , 1997, Chaos.

[17]  Jianbo Gao,et al.  TCP AIMD dynamics over Internet connections , 2005, IEEE Communications Letters.

[18]  Murthy,et al.  Evidence for chaos in an experimental time series from serrated plastic flow. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[19]  Marian Wiercigroch,et al.  Chaotic and stochastic dynamics of orthogonal metal cutting , 1997 .

[20]  A. K. Sood,et al.  Chaotic dynamics in shear-thickening surfactant solutions , 2001 .

[21]  Jianbo Gao,et al.  Multifractal features of sea clutter , 2002, Proceedings of the 2002 IEEE Radar Conference (IEEE Cat. No.02CH37322).

[22]  Igor Grabec,et al.  CHATTER ONSET IN NON-REGENERATIVE CUTTING: A NUMERICAL STUDY , 2001 .

[23]  Jianbo Gao,et al.  When Can Noise Induce Chaos , 1999 .

[24]  Gao,et al.  Direct dynamical test for deterministic chaos and optimal embedding of a chaotic time series. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[25]  Jianbo Gao,et al.  Direct Dynamical Test for Deterministic Chaos , 1994 .

[26]  Jon R. Pratt,et al.  Design and Modeling for Chatter Control , 1999 .

[27]  Marian Wiercigroch,et al.  Chaotic Vibration of a Simple Model of the Machine Tool-Cutting Process System , 1997 .

[28]  Francis C. Moon,et al.  Dynamics and chaos in manufacturing processes , 1998 .

[29]  I. Grabec Chaotic dynamics of the cutting process , 1988 .

[30]  G. Gladwell,et al.  Solid mechanics and its applications , 1990 .

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

[32]  Jianbo Gao,et al.  Local exponential divergence plot and optimal embedding of a chaotic time-series , 1993 .

[33]  Jianbo Gao,et al.  Pathological tremors as diffusional processes , 2002, Biological Cybernetics.

[34]  Henry D. I. Abarbanel,et al.  Analysis of Observed Chaotic Data , 1995 .

[35]  Wen-Wen Tung,et al.  Noise-induced Hopf-bifurcation-type sequence and transition to chaos in the lorenz equations. , 2002, Physical review letters.

[36]  D. W. Wu,et al.  An Analytical Model of Cutting Dynamics. Part 2: Verification , 1985 .

[37]  Geetha Basappa,et al.  Observation of chaotic dynamics in dilute sheared aqueous solutions of CTAT. , 2000, Physical review letters.

[38]  S. A. Tobias,et al.  Theory of finite amplitude machine tool instability , 1984 .

[39]  Mehmet Emre Çek,et al.  Analysis of observed chaotic data , 2004 .

[40]  Jianbo Gao,et al.  Recognizing randomness in a time series , 1997 .

[41]  Sheng-Kwang Hwang,et al.  Effects of intrinsic spontaneous-emission noise on the nonlinear dynamics of an optically injected semiconductor laser , 1999 .