Skip to main content

Computation Methods in Diffusion Theory

  • Chapter
  • First Online:
The Physics of Nuclear Reactors
  • 2464 Accesses

Abstract

The diffusion equation turns out to be easier to solve than the Boltzmann equation, especially for large 3D reactors. This explains its widespread use in industrial calculation schemes. We will now deal with a few classical methods—without expatiating on the numerical methods used for solving linear systems (there is abundant literature available on this particular subject matter)—so as to focus on the aspects dealing with neutronics.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    In this chapter, we illustrate the example with the EDF 3D neutronics diffusion code, COCCINELLE .

  2. 2.

    Thomas E. Booth: Power iteration method for the several largest eigenvalues and eigenfunctions, Nuclear Science and Engineering, 154, pp. 48–62 (2006).

  3. 3.

    Mathematically, the Finite Difference method does not require any integration on a control volume but only the substitution of each term in the equation by its discretized form. In practice, this is equivalent to integrating around the position being considered and relates this method to the Finite Volume method.

  4. 4.

    Kord S. Smith : An analytic nodal method for solving the two-group, multidimensional, static and transient neutron diffusion equations, Degree in Nuclear Engineering and Master of Science, MIT (1979). After completing his PhD at MIT (Spatial homogenization methods for light water reactor analysis, 1980), Kord Sterling Smith (1954–), developed several efficient numerical methods for Studsvik Scandpower’s nodal code, SIMULATE . He is a world-renowned expert on nodal methods. (Courtesy Smith)

  5. 5.

    For details, see José Félix Pérez Méndez-Castrillon : Reconstruction of Three-Dimensional flux shapes from nodal solution, Master of Science at the MIT, June 1984.

  6. 6.

    See also Ray G. Gamino : The development and application of Supernodal methods to PWR analysis, PhD at the MIT, May 1986. A good review of models.

  7. 7.

    The transverse integration procedure in Nodal Expansion Method is particularly well described inBernard Ronald Bandini : A Three-Dimensional transient nuetronics routine for the TRAC-PF1 reactor thermalhydauli computer code, PhD at The Pennsylvania State University, 1990, p. 30.

  8. 8.

    A fine summary of nodal methods (including the order-4 method) is set out in Slimane Noceir’s PhD thesis : Sur les méthodes nodales appliquées aux calculs critiques des réacteurs en théorie de la diffusion, [On nodal methods applied to critical reactor calculations in diffusion theory], Thesis, University of Franche-Comté, 1993. After his thesis, S. Noceir was recruited by EDF R&D, where he contributed to the development of the nodal method of order 4 in the COCCINELLE code. He subsequently worked on the thermomechanical code CYRANO3 before contributing to a mixed EDF/CEA project on thermomechanics. (Courtesy Noceir)

  9. 9.

    J.M. Noh, N.Z. Cho : A new approach of analytic basis function expansion to neutron diffusion nodal calculations, Nuclear Science and Engineering, 116, 165 (1994).

  10. 10.

    H.C. Lee , C.H. Kim : Unified nodal method formulation for analytic function expansion nodal method solution to two-group diffusion equations in rectangular geometry, Nuclear Science and Engineering, 140, 137–151 (2002).

  11. 11.

    R.W. Clough: The Finite Element method in plane stress analysis, proceedings of the 2nd ASCE conference on electronic computation, Pittsburgh Sept.8–9, USA, (1960).

  12. 12.

    J. Cartier , G. Samba : Mixed and hybrid finite element method for the transport equation, Nuclear Science and Engineering, 154, pp. 28–47 (2006).

  13. 13.

    V. Kourganoff, Annals of Astrophysics, No. 12, 169 (1949).

  14. 14.

    Vassili S. Vladimirov (1923–), a member of the USSR Academy of Sciences, worked in several domains in applied mathematics, such as linear systems theory and the generalization of the Tauber theorem for multiple dimension functions. In the 1960s, his initial works were on the mathematics of the neutron transport equation, which laid the foundations for the even-odd formulation. Most of his works have been translated in French (Vladimirov 1967, 1979). V.S. Vladimirov source: Teoreticheskaya i Matematicheskaya Physika 94, 1 (1993), photograph unknown

  15. 15.

    Hoan Nguyen-Ngoc : Résolution variationnelle des Equations de diffusion multigroupe indépendantes du temps [Variational resolution of time-independent multi-group diffusion equations], thesis presented to the University of Paris (1965).

  16. 16.

    Christian Labbe: Etude de la mesure d’antiréactivité des barres de la filière à neutrons rapides par la méthode multiplication de source modifiée [Study of the measurement of anti-reactivity of rods in fast-neutron reactor through multiplication of the modified source], PhD thesis, INSTN Grenoble (1979).

  17. 17.

    Han-Sem Joo: Resolution of the control rod cusping problem for nodal methods, PhD at the Massachusetts Institute of Technology (1984) under the direction of Allan F. Henry .

  18. 18.

    Courtesy Marie Hypolite.

  19. 19.

    For the search of the roots of a determinant, the reader is referred to (Traub 1964) or (Durand 1960).

  20. 20.

    Denis Kerdraon (1972–). After a Master’s Degree in Physical Energetics at the Institut National Polytechnique, Grenoble in 1998, he went on to obtain a PhD in the same field at Institut National Polytechnique, Grenoble in 2001 on the physics of hybrid reactors (coupling of a neutron accelerator and a sub-critical reactor) at the Institut des Sciences Nucléaires (IN2P3-ISN), Grenoble. He joined EDF in 2001 and worked on safety studies of the ALCADE and PARITE MOX fuel management systems for the EDF reactor fleet, and on experimental validation of the core calculation chain at EDF/UNIE. In 2006 he joined the R&D department, where he is in charge of development of the GAB application (Automatic Neutron Physics Library Generator) for the CASSIOPEE chain and the future calculation chain, F3C.

  21. 21.

    Jérôme Texeraud (1979–). After completing his studies in mechanics and applied mathematics at the MATMECA engineering school in Bordeaux, he joined EDF/R&D in 2005, where he worked on several models in the COCCINELLE diffusion code, which he managed until 2011.

  22. 22.

    Serge Marguet (1964–). (It is not an easy task to write one’s own bibliographical notes, but let me try anyway!) After his engineering studies in fluid mechanics (ENSHMG, Grenoble 1986), then numerical analysis (ENSIMAG, Grenoble 1987), he was recruited for EDF/DER by Jean-Pierre West in the neutron physics group. He contributed to the development of the 3D diffusion code, COCCINELLE, and to the calculation chain over a number of years. After a second period at CEA/Cadarache working on the fuel cycle code DARWIN, he returned to Clamart, where he designed the STRAPONTIN residual power code. He was then promoted head of the Severe Accidents project from 2000 to 2003, and is a designated European expert in this field. In 2007, he resumed his work the COCCINELLE code, promoting the integration of parallelism in 2012 for simulators and an online piloting tool. He teaches neutron physics at the Ecole Nationale Supérieure de Risques Industriels in Bourges and is the author of two works in the nuclear field: the present book on reactor physics of a popularizing work on severe accidents.

Bibliography

  • Ernest J. Henley, Jeffery Lewins (Editors), Advances in Nuclear Science and Technology Volume 8, Academic Press, ISBN 0-12-029308-0, 1975, 349 pages. Especially the chapter on finite elements by K.F. Hansen and C.M. Kang.

    Google Scholar 

  • Klaus-JĂĽrgen Bathe, Finite element procedures in engineering analysis, Prentice-Hall, USA, ISBN 0-13-317305-4, 1982. This work is one of the most complete on eigenvalue problems. A must-have.

    Google Scholar 

  • Jean Bussac, Paul Reuss, TraitĂ© de neutronique [Neutron physics treatise], Hermann, Paris, ISBN 2-7056-6011-9, 1985. The essential reference textbook in French. This book has been at the basis of generations of French neutron physicists, including me!

    Google Scholar 

  • Melville Clark Jr, Kent F. Hansen, Numerical method of reactor analysis, Academic Press, New-York, USA, library of congress 64-20318, 1964, 340 pages. The first chapter presents highly essential mathematical tools (matrices, orthogonal functions, eigenvalues, …) for neutronics. One of the few books of that type but is nowadays overruled by [Lewis and Miller, 1993].

    Google Scholar 

  • James J. Duderstadt, Louis J. Hamilton, Nuclear reactor analysis, John Wiley, USA, ISBN 0-471-22363-8, 1976, 650 pages. Complete reference. I appreciate the clear notations. James Duderstadt is a great transport specialist.

    Google Scholar 

  • Emile Durand, Solutions numĂ©riques des Ă©quations algĂ©briques, tome I: Ă©quations du type F(x)=0, racines d’un polynĂ´me [Numerical solutions to algebraic equations Part 1: equations expressed as F(x)=0, roots of a polynomial], Masson, Paris, 1960, 327 pages. All is said in the title. An equation that cannot be dealt by techniques from this book would be a mathematical curiosity!

    Google Scholar 

  • Emile Durand, Solutions numĂ©riques des Ă©quations algĂ©briques, tome II : Systèmes de plusieurs Ă©quations, valeurs propres des matrices [Numerical solutions to algebraic equations Part 2: equation systems, eigenvalues of matrices], Masson, Paris, 1961, 327 pages. One of the rare books in French to deal with eigenvalues.

    Google Scholar 

  • Jeol H. Ferziger, Paul F. Zweifel, The theory of neutron slowing-down in nuclear reactor, MIT press, Massachussets, USA, Library of Congress Card Number 66-13806, 1966, 307 pages. In my opinion, the best textbook on slowing-down. I recommend the notations.

    Google Scholar 

  • C.A.J. Fletcher, Computational Galerkin methods, Springer, New-York, USA, ISBN 0-387-12633-3, 1984, 309 pages. With applications to fluid mechanics.

    Google Scholar 

  • Noel Gastinel, Analyse numĂ©rique linĂ©aire [Linear numerical analysis], Hermann, Paris, 1966, 364 pages. The last chapter deals with eigenvalue and associated eigenvectors calculations. It is unfortunate that there is no index.

    Google Scholar 

  • Samuel Glasstone, Milton C. Edlund, The elements of Nuclear reactor theory, Mac Millan, USA, 1972, 416 pages. It is the re-edition of the 1952 version published at Van Nostrand.

    Google Scholar 

  • Samuel Glasstone, Alexander Sesonske, Nuclear reactor engineering tome 1 et 2, Chapman-Hall, USA, ISBN 0-412-98521-7 et 0-412-98531-4, 1994, 841 pages in two parts, 4th edition. This reference is essential for reactor physics and was successfully edited several times. Glasstone published several work on the subject.

    Google Scholar 

  • Hartley Grandini Jr, Fundamentals of the finite element method, Macmillan, USA, ISBN 0-02-345480-6, 1986, 528 pages. Especially for Galerkin method. Very oriented for engineering purposes.

    Google Scholar 

  • S.K. Goduvov, V.S. Ryabenki, Theory of difference schemes, North-Holland, 1964, 289 pages.

    Google Scholar 

  • Louis A. Hageman, David M. Young, Applied iterative methods, Academic Press, New-York, USA, ISBN 0-12-313340-8, 1981, 386 pages. Conjugate gradient method, Chebychev acceleration, and so on.

    Google Scholar 

  • Kenneth H. Huebner, The finite element method for engineers, John Wiley and sons, USA, ISBN 0-471-41950-8, 1975, 500 pages. The solution of the Helmholtz equation p253 is directly transposable to diffusion.

    Google Scholar 

  • S.L.S. Jacoby, J.S. Kowalik, J.T. Pizzo, Iterative methods for non linear problems, Prentice Hall. USA, ISBN 0-13-508119-X, 1972, 274 pages. Simplex, conjugate gradients, etc.

    Google Scholar 

  • ThĂ©o Kahan, M. Gauzit, Physique et calcul des rĂ©acteurs nuclĂ©aires [Reactor physics and calculations], Dunod, Paris, 1957, 388 pages. Several elements on the dimensioning of the French graphite-gas reactors. Indeed, since France relied more on those reactors at that time, there is no mention of PWR.

    Google Scholar 

  • Nordine Kerkar, Philippe Paulin, Exploitation des cĹ“urs REP [Operating PWR cores], EDP Sciences-INSTN, Paris, ISBN 978-2-86883-3, 2008, 304 pages. It is a specialized work which presents the essential knowledge to operate PWR. The glossary is complete and gives an overview of the jargon with trigrams (thrre-letter abbreviations) which are often unfriendly to beginners.

    Google Scholar 

  • J. Lewins, Nuclear reactor kinetics and control, Pergamon Press, La Grange Park, USA, ISBN 0-08-021682-X, 1978, 264 pages. On an anecdotic note, this book contains a remarkable colored folded page of the control circuits of a four-loop PWR. The first chapter refers to reactor stability (transfer function, Nyquist diagram, PadĂ© approximant

    Google Scholar 

  • E.E. Lewis, W.F. Miller Jr, Computational methods of neutron transport, American Nuclear Society, La Grange Park, USA, ISBN 0-89448-452-4, 1993. One of the most complete reference on the subject. A must-have for the numerical reactor physicist and a perfect complementary of chapter 9.

    Google Scholar 

  • Peter Edward Lewis, Joseph Patrick Ward, The finite element method: principles and applications, Addison-Wesley, Wokingham, United Kingdom, ISBN 0-201-54415-6, 1991, 421 pages. More versed on mechanics, this book dedicated to finite elements presents the Galerkin method very clearly. Simple applications are wisely presented along with the Fortran code. This book comes out of the lot dealing with the subject of finite elements thanks to its applications.

    Google Scholar 

  • Daryl L. Logan, A first course in the finite element method, PWS Engineering, Boston, USA, ISBN 0-534-05394-7, 1986, 617 pages. Much more devoted to mechanics, there is nevertheless the resolution of the time-dependent heat equation. Many didactic examples.

    Google Scholar 

  • Gurii I. Marchuk, V.I. Agochkov, Introduction aux mĂ©thodes des Ă©lĂ©ments finis [Introduction to the finite element method], Mir, Moscou, URSS, 1985, 431 pages. Translated from Russian. This small book with its austere red cover contains many approaches, including the Bubnov-Galerkin method. A good mathematical background id nevertheless required (as often for Russian textbooks).

    Google Scholar 

  • Gurii I. Marchuk, V.V. Shaidurov, Difference methods and their extrapolations, Springer, New-York, USA, ISBN 0-387-90794-7, 1983, 334 pages. Translated from Russian. Everything on the Richardson method.

    Google Scholar 

  • Carl de Boor (Editor), Mathematical aspects of finite elements in partial differential equations, Proceedings of a symposium conducted by the mathematics research center, the university of Michigan, Madison, April1–3, 1974, Academic Press, New-York, USA, ISBN 0-12-208350-4, 1974, 420 pages. Especially, On a finite element method for solving the neutron transport equation by P. Lesaint and P.A. Raviart.

    Google Scholar 

  • Robert V. Meghreblian, David K. Holmes, Reactor analysis, McGraw-Hill, New-York, Library of Congress Catalog Card Number 59-15469, 1960, 807 pages. This work is entirely devoted to reactor physics and neutron physics and is within the framework of this textbook. No technology or operating details. One of the best references on the subject.

    Google Scholar 

  • A.R. Mitchell, D.F. Griffiths, The finite difference method in partial differential equations, John Wiley and Sons, Chichester, United Kingdom, ISBN 0-471-27641-3, 1980, 272 pages. Processing of parabolic, elliptic and hyperbolic equations. The chapter Elliptic equations is very useful to dealing with the stationary diffusion equation.

    Google Scholar 

  • Raymond L. Murray, An Introduction to nuclear engineering, Prentice Hall, New-York, USA, Library of Congress Card Number 54-8207, 1954, 418 pages. More technological than physical.

    Google Scholar 

  • J.T. Oden, Finite elements of nonlinear continua, McGraw-Hill, London, Library of Congress Card Number 70-154237, 1972, 432 pages. Devoted to mechanics, the approach by orthogonal functions is well discussed.

    Google Scholar 

  • Jacques Planchard, MĂ©thodes mathĂ©matiques en neutronique [Mathematical method in neutron physics], Eyrolles, Paris, ISBN 0399-4198, 1995, 431 pages. Especially for theorems on the critical equation and for cases with neutron sources. Jacques Planchard unfortunately died in 2009 – he was an expert at EDF R&D.

    Google Scholar 

  • D.J. Hughes, J.E. Sanders, J. Horowitz (editors), Progress in nuclear energy, Physics and Mathematics, Volume 2, Pergamon press, Library of Congress Card Number 56-3400, 1958, 375 pages. Compilation of high-level articles. Especially The measurement and theory of reactor spectra by M.J. Poole, M.S. Nelkin and R.S. Stone, and Resonance escape probability in thermal reactors by J.B. Sampson and J. Chernick.

    Google Scholar 

  • H. Soodak (editor), The reactor handbook, volume II1: Physics, Interscience Publishers, Library of Congress Card Number 60-11027, 1962, 2nd edition, 313 pages. It is a more complete version of the previous reference.

    Google Scholar 

  • Weston M. Stacey, Modal approximations: theory and application to reactor physics, MIT Press, Cambridge, Massachusetts, USA, Library of Congress Card Number 67-16408, 1967, 122 pages. The term Nodal Expansion Methods is more widespread today.

    Google Scholar 

  • Weston M. Stacey, Nuclear reactor physics, John Wiley, USA, ISBN 0-471-39127-1, 2001, 707 pages.

    Google Scholar 

  • Rudi J.J. Stamm’ler, Maximo J. Abbate, Methods of steady state reactor physics in nuclear design, Academic Press, USA, ISBN 0-12-663320-7, 1983, 506 pages. This book is very interesting although, chapter 2 is quite surprising with programming recommendations in Fortran which is not very appropriate considering the general framework of the book (?).

    Google Scholar 

  • G. W. Stewart, Introduction to matrix computation, Academic Press, New-York, USA, Library of Congress Card Number 72-82636, 1973, 441 pages. Two chapters are devoted to eigenvalue problems, for which the power method is largely employed in reactor physics.

    Google Scholar 

  • Gilbert Strang, George J. Fix, An analysis of the finite element method, Prentice-Hall, USA, ISBN 0-13-032946-0, 1973, 306 pages. Especially the chapter on Eigenvalue problems.

    Google Scholar 

  • C.M. Nicholls (Editor), Techniques de mesure des barres de commande, compte-rendus d’une rĂ©union de spĂ©cialistes [Measuring techniques for control – notes from a specialists meeting], 21–22 avril 1976, Cadarache, CEA, France, 1976. Proceedings. Session 2 was on theoretical studies.

    Google Scholar 

  • Richard S. Varga, Matrix iterative analysis, Prentice Hall, New-York, USA, Library of Congress card number n°62-21277, 1962, 222 pages. Two chapters on parabolic equations (stationary diffusion) and elliptic equations (time-dependent diffusion) are well adapted to understand diffusion theory in reactor physics. Clear and complete without “ultra-mathematical” aspects as is the case of some applied mathematics references.

    Google Scholar 

  • Vassili S. Vladimirov, Distributions en physique mathĂ©matique [Distributions in mathematical physics], Mir, Moscou, URSS, 1979, 278 pages. The bible on the subject matter.

    Google Scholar 

  • Eugene L. Wachspress, Iterative solution of elliptic systems and applications to the neutron diffusion equations of reactor physics, Prentice Hall, New-York, USA, Library of Congress card number 66-11250, 1966, 299 pages. A must-have reference for the numerical reactor physicist and the expert on solvers. The over-relaxation method and acceleration methods are well described.

    Google Scholar 

  • Alan E. Walter, Albert B. Reynolds, Fast Breeder Reactors, Pergamon Press, ISBN 0-08-025982-0, 1981, 852 pages. This is an excellent summary with several chapters on technology and some on pure physics. Chapter II (Neutronics) should be noted for cross sections and setting them into multigroup structures, as well as problems on fast spectrum (sodium effect, void coefficient, change of spectrum, and so on).

    Google Scholar 

  • J.H. Wilkinson, The algebraic eigenvalue problem, Clarendon Press, Oxford, United-Kingdom, 1965, 662 pages. The numerical reactor physicist will obtain many answers in this book. Very complete.

    Google Scholar 

  • David M. Young, Iterative solution of large linear systems, Academic Press, New-York, USA, Library of Congress Card Number 73-170124, 1971, 570 pages. Computing power brought the increase in the size of problems, thereby leading to preferential methods. The over-relaxation method is largely described.

    Google Scholar 

  • Olek C. Zienkiewicz, La mĂ©thode des Ă©lĂ©ments finis appliquĂ©e l’art de l’ingĂ©nieur [The finite elements method applied to the art of engineering], Ediscience, Paris, France, 1973, 533 pages. Translated from the 1971 version from McGraw-Hill. Highly oriented on mechanics where the method was originally applied, this book has a chapter on the use of orthogonal functions similar to the process applied in neutron physics. The book was reedited in 1979 with more information (851 pages).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Marguet, S. (2017). Computation Methods in Diffusion Theory. In: The Physics of Nuclear Reactors. Springer, Cham. https://doi.org/10.1007/978-3-319-59560-3_18

Download citation

Publish with us

Policies and ethics