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Fractional Calculus The Murky Bits Aditya Jaishankar August 13 th 2010

Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

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Page 1: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Fractional Calculus – The Murky Bits

Aditya JaishankarAugust 13th 2010

Page 2: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

The Many Definitions

• The Reimann-Liouville definition – Differentiation after integration:

• The Caputo definition - Integration after differentiation:

• Differences arise during physical interpretation– Initial conditions are straightforward in the Caputo definition

– Constants are not constants!

• The differences are easy to see in the Laplace space.

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Page 3: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

The Many Definitions

• The Laplace Transform:

• Two important properties of the Laplace Transform:

– Special case is the Riemann – Liouville integral

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Igor Pdolubny, Fractional Differential Equations. “Mathematics in Science and Engineering V198”, Academic Press 1999

Page 4: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

The Many Definitions

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• Laplace Transform of the R-L derivative:

• Laplace Transform of the Caputo derivative:

• order term appears only in the multiplier in Caputo derivatives.

This Laplace transform of the Reimann-Liouville fractional derivative is well known. However, its practical applicability is limited by the absence of the physical interpretation of the limit values of fractional derivatives at the lower terminal t=0. At the time of writing, such an interpretation is not known.- Igor Podlubny

Igor Pdolubny, Fractional Differential Equations. “Mathematics in Science and Engineering V198”, Academic Press 1999

Page 5: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

The Many Definitions

• Fractional derivative of a constant is not zero using the R-L definition, while it is always zero using Caputo definition– Makes Caputo much more amenable to physical problems

– One needs multiple values of different derivatives at t=0 for Caputo definition

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Nicole Heymans and Igor Podlubny, Rheol Acta (2006) 45: 765–771 DOI 10.1007/s00397-005-0043-5

•Might be unphysical but still solvable. Heymans and Podlubny use a combination of integration of the constitutive equation along with the zero time limit to extract fractional initial conditions

Page 6: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Unphysical Yet Solvable• Fractional Maxwell model – Spring and spring-pot in series

• Stress relaxation – Step strain applied at t=0

• To find the boundary condition, we integrate the constitutive equation, and let

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K

Nicole Heymans and Igor Podlubny, Rheol Acta (2006) 45: 765–771 DOI 10.1007/s00397-005-0043-5

Page 7: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Unphysical Yet Solvable

• Likewise for strain impulse response applied at t=0

• The Generalized Maxwell Model:

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Pan Yang, Yee Cheong Lam, Ke-Qin Zhu, J. Non-Newtonian Fluid Mech. 165 (2010) 88–97

Page 8: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Generalized Maxwell Model

• Also, zero shear viscosity is given by

– Case 1:

– Case 2:

– Case 3:

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This Diverges!

Step loading response

Page 9: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Generalized Maxwell Model• Another approach, followed by Friedrich and Braun, is to use

the modified Cole-Cole relaxance equation

• Only ensures the existence of a Newtonian viscosity at low frequencies

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Chr. Friedrich and H. Braun, Rheol Acta 31:309-322 (1992)

Page 10: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Fastest Relaxation

• Coefficient of first normal stress difference doesn’t exist – hence redefine the relaxance function.

• Fastest initial relaxation at ?

– Any relaxation function can be written as

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C Friedrich, Acta Polymer 46, 385-390 (1995)Mario N. Berberan-Santos, J. Math. Chem. Vol. 38, No. 4, Nov. 2005

Page 11: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Overview

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Generalized Fractional Maxwell Model Generalized Fractional Kelvin-Voigt Model

Page 12: Fractional Calculus The Murky Bitsweb.mit.edu/nnf/education/Summer2010/ajaishankar.pdf · • Fractional Maxwell model –Spring and spring-pot in series • Stress relaxation –Step

Aditya JaishankarAditya Jaishankar Fractional Calculus – The Murky Bits

Conclusion

• There are different definitions for fractional derivatives – Choose depending on application

• Order of fractional derivatives must be chosen carefully – integrals can diverge and give unphysical results

• Fastest relaxation at ! What happens if system relaxes faster?

• Models can be made as complex as necessary – agrees with experiments?

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Thank you. Questions?