Abstract
In this chapter, the numerical time integration methods for switched electronic circuits are described with a focus on the event-capturing time-stepping schemes based on the complementarity theory. After briefly introducing the strengths and weaknesses of various simulation approaches (hybrid, regularised and non-smooth), the mathematical nature of solutions for dynamical complementarity systems are discussed in view of numerical time-integration. Then the formulation of the time-stepping methods via complementarity will be described. For each class of solutions, a suitable method is provided, and its properties are illustrated on simple electrical circuits. Some implementation details are then explained. Especially, the complementarity solvers that are used at each time-step are described recalling the main families of available solvers. Some insights on the software implementation are also given. Finally, numerical applications and examples on more realistic circuits are considered. We will mainly focus on the architecture of a direct current–direct current (DC–DC) buck power converter.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
A set K is called a cone if for any x∈K and any scalar a≥0, ax∈K.
- 2.
The dual cone K ∗ of the cone K is the set K ∗={y | y⋅x≥0 ∀x∈K}.
- 3.
This is not required with the Siconos algorithms that find a consistent initial solution from scratch.
- 4.
For Ngspice, it implied a slight modification of the source code since no standard option is provided to do it.
- 5.
References
Acary, V., Brogliato, B.: Numerical Methods for Nonsmooth Dynamical Systems: Applications in Mechanics and Electronics. Lecture Notes in Applied and Computational Mechanics, vol. 35. Springer, Berlin (2008)
Acary, V., Brogliato, B.: Implicit Euler numerical scheme and chattering-free implementation of sliding mode systems. Syst. Control Lett. 59(5), 284–295 (2010)
Acary, V., Pérignon, F.: Siconos: A software platform for modeling, simulation, analysis and control of nonsmooth dynamical systems. Simul. News Eur. 17(3–4), 19–26 (2007)
Acary, V., Brogliato, B., Goeleven, D.: Higher order Moreau’s sweeping process: Mathematical formulation and numerical simulation. Math. Program. 113(1), 133–217 (2008)
Acary, V., Bonnefon, O., Brogliato, B.: Improved circuit simulator. Patent number 09/02605 (2009)
Acary, V., Bonnefon, O., Brogliato, B.: Time-stepping numerical simulation of switched circuits with the nonsmooth dynamical systems approach. IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. 29(7), 1042–1055 (2010)
Acary, V., Brogliato, B., Orlov, Y.: Chattering-free digital sliding-mode control with state observer and disturbance rejection. IEEE Trans. Autom. Control (2011). doi:10.1109/TAC.2011.2174676. The Research Report RR-7326, INRIA (2010) is available as a preprint at http://hal.inria.fr/inria-00494417/PDF/RR-7326.pdf
Acary, V., Bonnefon, O., Brogliato, B.: Nonsmooth Modeling and Simulation for Switched Circuits. Lecture Notes in Electrical Engineering, vol. 69. Springer, Berlin (2011)
Bächle, S., Ebert, F.: Element-based topological index reduction for differential-algebraic equations in circuit simulation. Technical Report Preprint 05-246 (Matheon), Inst. f. Mathematik, TU Berlin (2005)
Bächle, S., Ebert, F.: Graph theoretical algorithms for index reduction in circuit simulation. Technical Report Preprint 05-245 (Matheon), Inst. f. Mathematik, TU Berlin (2005)
Bastien, J., Schatzman, M.: Numerical precision for differential inclusions with uniqueness. Math. Model. Numer. Anal. 36(3), 427–460 (2002)
Billups, S.C., Dirkse, S.P., Ferris, M.C.: A comparison of large scale mixed complementarity problem solvers. Comput. Optim. Appl. 7, 3–25 (1997)
Biolek, D., Dobes, J.: Computer simulation of continuous-time and switched circuits: Limitations of SPICE-family programs and pending issues. In: Proc. of the International Conference Radioelektronika, Brno, Czech Republic, pp. 1–11 (2007)
Brogliato, B., Goeleven, D.: Well-posedness, stability and invariance results for a class of multivalued Lur’e dynamical systems. Nonlinear Anal. 74(1), 195–212 (2011)
Brogliato, B., Thibault, L.: Well-posedness results for non-autonomous complementarity systems. J. Convex Anal. 17(3–4), 961–990 (2010)
Camlibel, M.K., Heemels, W.P.M.H., Schumacher, J.M.: Consistency of a time-stepping method for a class of piecewise-linear networks. IEEE Trans. Circuits Syst. I 49(3), 349–357 (2002)
Camlibel, M.K., Heemels, W.P.M.H., Schumacher, J.M.: On linear passive complementarity systems. Eur. J. Control 8(3), 220–237 (2002)
Camlibel, M.K., Heemels, W.P.M.H., van der Schaft, A.J., Schumacher, J.M.: Switched networks and complementarity. IEEE Trans. Circuits Syst. I 50(8), 1036–1046 (2003)
Cao, M., Ferris, M.C.: A pivotal method for affine variational inequalities. Math. Oper. Res. 21(1), 44–64 (1996)
Chung, H.S.H., Ioinovici, A.: Fast computer aided simulation of switching power regulators based on progressive analysis of the switches’ state. IEEE Trans. Power Electron. 9(2), 206–212 (1994)
Coddington, E.A., Levinson, N.: Theory of Ordinary Differential Equations. McGraw-Hill, New York (1955)
Cottle, R.W., Pang, J., Stone, R.E.: The Linear Complementarity Problem. Academic Press, Boston (1992)
Elmqvist, H., Mattsson, S.E., Otter, M.: Object-oriented and hybrid modeling in Modelica. J. Eur. Syst. Autom. 35(4), 395–404 (2001)
Facchinei, F., Pang, J.S.: Finite-Dimensional Variational Inequalities and Complementarity Problems. Springer Series in Operations Research, vols. I & II. Springer, New York (2003)
Frasca, R., Camlibel, M.K., Goknar, I.C., Vasca, F.: State discontinuity analysis of linear switched systems via energy function optimization. In: Proc. of the IEEE International Symposium on Circuits and Systems, Seattle, Washington, USA, pp. 540–543 (2008)
Frasca, R., Camlibel, M.K., Goknar, I.C., Iannelli, L., Vasca, F.: Linear passive networks with ideal switches: Consistent initial conditions and state discontinuities. IEEE Trans. Circuits Syst. I 57(12), 3138–3151 (2010)
Fukushima, M.: Equivalent differentiable optimization problems and descent methods for asymmetric variational inequality problems. Math. Program. 53(1–3), 99–110 (1992)
Greenhalgh, S., Acary, V., Brogliato, B.: Preservation of the dissipativity properties of a class of nonsmooth dynamical systems with the (θ,γ)-algorithm. Research Report RR-7632, INRIA (2011). URL http://hal.inria.fr/inria-00596961/en
Hairer, E., Wanner, G.: Solving Ordinary Differential Equations II. Stiff and Differential-algebraic Problems, 2nd edn. Series in Computational Mathematics, vol. 14. Springer, London (1996)
Han, L., Tiwari, A., Camlibel, K., Pang, J.S.: Convergence of time-stepping schemes for passive and extended linear complementarity systems. SIAM J. Numer. Anal. 47(5), 3768–3796 (2009)
Heemels, W.P.M.H., Camlibel, M.K., Schumacher, J.M.: A time-stepping method for relay systems. In: Proc. of the IEEE Conference on Decision and Control, Sydney, Australia, pp. 461–466 (2000)
Heemels, W.P.M.H., Schumacher, J.M., Weiland, S.: Linear complementarity systems. SIAM J. Appl. Math. 60, 1234–1269 (2000)
Hiriart-Urruty, J.B., Lemaréchal, C.: Convex Analysis and Minimization Algorithms. Springer, Heidelberg (1993)
Iannelli, L., Vasca, F., Camlibel, M.K.: Complementarity and passivity for piecewise linear feedback systems. In: Proc. of the IEEE Conference on Decision and Control, San Diego, California, USA, pp. 4212–4217 (2006)
Isidori, A.: Nonlinear Control Systems, 3rd edn. Springer, London (1995)
Leenaerts, D.M.W., Bokhoven, W.M.V.: Piecewise Linear Modeling and Analysis. Kluwer Academic Publishers, Dordrecht (1998)
Leenarts, D.M.: On linear dynamic complementarity systems. IEEE Trans. Circuits Syst. I 46(8), 1022–1026 (1999)
Luca, T.D., Facchinei, F., Kanzow, C.: A semismooth equation approach to the solution of nonlinear complementarity problems. Math. Program. 75(3), 407–439 (1996)
Maffezzoni, P., Codecasa, L., D’Amore, D.: Event-driven time-domain simulation of closed-loop switched circuits. IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. 25(11), 2413–2426 (2006)
Marques, M.D.P.M.: Differential Inclusions in Nonsmooth Mechanical Problems. Shocks and Dry Friction. Progress in Nonlinear Differential Equations and Their Applications, vol. 9. Birkhäuser, Boston (1993)
Mayaram, K., Lee, D.C., Moinian, D.A., Roychowdhury, J.: Computer-aided circuit analysis tools for RFIC simulation: Algorithms, features, and limitations. IEEE Trans. Circuits Syst. II 47(4), 274–286 (2000)
Moreau, J.J.: Evolution problem associated with a moving convex set in a Hilbert space. J. Differ. Equ. 26, 347–374 (1977)
Moreau, J.J.: Bounded variation in time. In: Moreau, J.J., Panagiotopoulos, P.D., Strang, G. (eds.) Topics in Nonsmooth Mechanics, pp. 1–74. Birkhäuser, Basel (1988)
Pang, J.S., Stewart, D.: Differential variational inequalities. Math. Program. 113(2), 345–424 (2008)
Pogromski, A.Y., Heemels, W.P.M.H., Nijmeijer, H.: On solution concepts and well-posedness of linear relay systems. Automatica 39, 2139–2147 (2003)
Rockafellar, R.T.: Convex Analysis. Princeton University Press, Princeton (1970)
Sargent, R.W.H.: An efficient implementation of the Lemke algorithm and its extension to deal with upper an lower bounds. Math. Program. Stud. 7, 36–54 (1978)
van Bokhoven, W.M.G.: Piecewise linear analysis and modelling. Ph.D. thesis, Technical University of Eindhoven, TU/e (1981)
van Bokhoven, W.M.G., Jess, J.A.G.: Some new aspects of P and P 0 matrices and their application to networks with ideal diodes. In: Proc. of the IEEE International Symposium on Circuits and Systems, New York, USA, pp. 806–810 (1978)
van Eijndhoven, W.M.G.: A piecewise linear simulator for large scale integrated circuits. Ph.D. thesis, Technical University of Eindhoven, TU/e (1984)
van Stiphout, M.T.: Plato—a piecewise linear analysis for mixed-level circuit simulation. Ph.D. thesis, Technical University of Eindhoven, TU/e (1990)
Vandenberghe, L., Moor, B.L.D., Vandewalle, J.: The generalized linear complementarity problem applied to the complete analysis of resistive piecewise-linear circuits. IEEE Trans. Circuits Syst. 36(11), 1382–1391 (1989)
Yuan, F., Opal, A.: Computer methods for switched circuits. IEEE Trans. Circuits Syst. I 50(8), 1013–1024 (2003)
Zhu, D.L., Marcotte, P.: Modified descents methods for solving the monotone variational inequality problem. Oper. Res. Lett. 14(2), 111–120 (1993)
Zhu, D.L., Marcotte, P.: An extended descent framework for monotone variational inequalities. J. Optim. Theory Appl. 80(2), 349–366 (1994)
Acknowledgements
The author would like to warmly thank Pascal Denoyelle for his contribution in the earlier version of this work and his two main co-workers on this project Olivier Bonnefon and Bernard Brogliato. The authors acknowledge Michael Ferris (University Wisconsin–Madison) for providing us with the PATH solver. Part of this work has been supported by the ANR project VAL-AMS (ANR-06-SETI-018-01).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag London Limited
About this chapter
Cite this chapter
Acary, V. (2012). Time-Stepping via Complementarity. In: Vasca, F., Iannelli, L. (eds) Dynamics and Control of Switched Electronic Systems. Advances in Industrial Control. Springer, London. https://doi.org/10.1007/978-1-4471-2885-4_14
Download citation
DOI: https://doi.org/10.1007/978-1-4471-2885-4_14
Publisher Name: Springer, London
Print ISBN: 978-1-4471-2884-7
Online ISBN: 978-1-4471-2885-4
eBook Packages: EngineeringEngineering (R0)