Estimating the Hausdorff-Besicovitch dimension of boundary of basin of attraction in helicopter trim

Helicopter trim involves solution of nonlinear force equilibrium equations. As in many nonlinear dynamic systems, helicopter trim problem can show chaotic behavior. This chaotic behavior is found in the basin of attraction of the nonlinear trim equations which have to be solved to determine the main rotor control inputs given by the pilot. This study focuses on the boundary of the basin of attraction obtained for a set of control inputs. We analyze the boundary by considering it at different magnification levels. The magnified views reveal intricate geometries. It is also found that the basin boundary exhibits the characteristic of statistical self-similarity, which is an essential property of fractal geometries. These results led the authors to investigate the fractal dimension of the basin boundary. It is found that this dimension is indeed greater than the topological dimension. From all the observations, it is evident that the boundary of the basin of attraction for helicopter trim problem is fractal in nature. (C) 2012 Elsevier Inc. All rights reserved.

[1]  W. Goldburg,et al.  Time evolution of a fractal distribution: Particle concentrations in free-surface turbulence , 2010, 1010.5463.

[2]  H. Isomäki,et al.  Fractal basin boundaries of an impacting particle , 1988 .

[3]  Ranjan Ganguli,et al.  Aeroelastic Stability Enhancement and Vibration Suppression in a Composite Helicopter Rotor , 2005 .

[4]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[6]  Ranjan Ganguli,et al.  OPTIMUM DESIGN OF A HELICOPTER ROTOR FOR LOW VIBRATION USING AEROELASTIC ANALYSIS AND RESPONSE SURFACE METHODS , 2002 .

[7]  Simplified model for fractal dimension of clouds , 1992 .

[8]  Aria Alasty,et al.  Chaotic motions and fractal basin boundaries in spring-pendulum system , 2006 .

[9]  Zhimin Du,et al.  A novel model-based fault detection method for temperature sensor using fractal correlation dimensio , 2011 .

[10]  Yi Li,et al.  A fractal model for the coupled heat and mass transfer in porous fibrous media , 2011 .

[11]  Satoshi Tanaka,et al.  Fractal oscillations of self-adjoint and damped linear differential equations of second-order , 2011, Appl. Math. Comput..

[12]  Xiao-Song Yang A proof for a theorem on intertwining property of attraction basin boundaries in planar dynamical systems , 2003 .

[13]  Hangjun Lu,et al.  The effective thermal conductivity of porous media based on statistical self-similarity , 2009 .

[14]  Ivars Peterson Islands of Truth: A Mathematical Mystery Cruise , 1990 .

[15]  Clifford A. Reiter A local cellular model for snow crystal growth , 2005 .

[16]  Inderjit Chopra,et al.  Helicopter Rotor System Fault Detection Using Physics-Based Model and Neural Networks , 1998 .

[17]  Ranjan Ganguli,et al.  Fractal boundaries of basin of attraction of Newton-Raphson method in helicopter trim , 2010, Comput. Math. Appl..

[18]  Sze-Man Ngai,et al.  Eigenvalues and eigenfunctions of one-dimensional fractal Laplacians defined by iterated function systems with overlaps , 2010 .

[19]  Changbum Chun,et al.  Basin attractors for various methods , 2011, Appl. Math. Comput..

[20]  Brandon Brown,et al.  Fractal dimension analysis of the cortical ribbon in mild Alzheimer's disease , 2010, NeuroImage.

[21]  Boming Yu,et al.  A fractal model for heat transfer of nanofluids by convection in a pool , 2009 .

[22]  Robert F. Mulligan,et al.  Monetary policy regimes in macroeconomic data: An application of fractal analysis , 2011 .

[23]  Gheorghe Ardelean,et al.  A comparison between iterative methods by using the basins of attraction , 2011, Appl. Math. Comput..

[24]  B. Mandelbrot How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension , 1967, Science.

[25]  Jing Zheng,et al.  Fractal-based brain tumor detection in multimodal MRI , 2009, Appl. Math. Comput..

[26]  Noise-induced escape through a fractal basin boundary , 2003 .

[27]  C. Jack,et al.  Alzheimer's Disease Neuroimaging Initiative , 2008 .

[28]  C. Sparrow The Fractal Geometry of Nature , 1984 .

[29]  Ranjan Ganguli,et al.  Aeroelastic Response of Composite Helicopter Rotor with Random Material Properties , 2008 .

[30]  Nikos A. Salingaros,et al.  Pavements as Embodiments of Meaning for a Fractal Mind , 2000 .

[31]  E. Gabryś,et al.  Blood flow simulation through fractal models of circulatory system , 2006 .

[32]  A. Carpinteri,et al.  Fractal analysis of damage detected in concrete structural elements under loading , 2009 .